Copyright Ownership for Outputs by Artificial Intelligence
I. From Machine Learning to Deep Learning, AI is Thinking
The famous philosopher, mathematician and physicist René Descartes from France in the 17th century said: “Cogito ergo sum”. This is considered a radical skepticism in the context of philosophy. When a philosopher raises the question that how one person can be sure of his/her existence, it is not about the feeling, cognition or experience with the world. Rather, it is about thinking.
Artificial intelligence works like interconnected human neurons, with the logics and algorithms built with codes and processed with high speed. The nutrient it requires is the massive amount of data. In the past, artificial intelligence only works according to the logical setup and instructions from developers. In the era of machine learning today, humans have empowered machines with the capability of processing. This is achieved not by writing comprehensive and exhaustive rules. Rather, it is by making machines able to figure out rules on their own. In other words, all we need to do is to prepare data. Machines can be trained to think and judge. Artificial intelligence will eventually generate its outputs and start to create contents.
Image recognition is a good illustration of how machine learning works, as part of the wider AI. The identification of cats is a classic example. A large number of pictures and photos of cats are provided, with descriptions of features to train machines. The purpose is to train machines into building their own criteria as to what cats are about. According to the Proceedings of the Seventh IEEE International Conference on Computer Vision in 1999, image recognition is processed with the technology similar with neurons for visual recognition by primates.
Twenty years on, machine learning (as part of artificial intelligence) has come a long way. The number of neural network models, built on neurons, has grown exponentially. Deep learning has been developed with layers of neurons. There are links only between neighbouring layers to reduce the number of variables and enhance the speed of computing. In the context of machine learning, learning is about the selection of an optimal solution from multiple variables. Big data is fed into the man-made neural networks constructed in the computers so that they are constantly trained and learning. Hung-yi Lee, a scholar specialized in artificial intelligence in Taiwan, provides a simple analogy for this technology. Machine learning is like a human brain with one layer of neurons; whilst deep learning works with many neurons and hence can learn on their own, make judgement and establish logics. In other words, artificial intelligence is capable of analysing, identifying and decision-making on its own, and human is becoming less relevant in this process. Artificial intelligence is able to think. This is not only a factual description, but also a trigger to fundamentally change the legal institution of nations.
II. Who Owns the Outputs Generated with Thinking?
Over the long run, whether the legal institution and the society are ready to give artificial intelligence “quasi” right of personality is a topic worth exploring. In the immediate term, what normative models should be used to define the ownership of copyrights for the outputs and creations by artificial intelligence?
The decision on copyright ownership has always been a hot topic in the field of intellectual property. The legal system in the U.S. describes the protected entity for copyright as “the fruits of the intellectual labor”. Article 798 of the Civil Code in Taiwan says, “Fruits that fall naturally on an adjacent land are deemed to belong to the owner of such land, except if it is a land for public use”. The fruit, i.e. outputs generated by artificial intelligence, also falls into the society of rules governed by rights and obligations. Of course, it is necessary to first define and regulate the entity that owns the rights. This begs many fundamental questions in the context of copyright laws. Who owns the rights? The developers (perhaps on a pro-rata basis), data owners, or the companies that provide infrastructure to developers? Once the boundary of imagination and reality is pushed further, the ownership of rights is no longer limited to human creators and may be extended to artificial intelligence. Moreover, it is possible for governments to insist that copyrights are only for human creations and the intellectual property created by artificial intelligence may fall into the public domain and hence fall unprotected legally, given the significance of public interest involved.
This paper explores the copyright ownership for the outputs generated by artificial intelligence by systemically observing the real-life cases in the industry. This is followed with an analysis on the perspectives from the European Union, the United Kingdom and the United States. The purpose is to examine the contexts and normative models of artificial intelligence and copyrights and finally develop a preliminary framework for the regulation of artificial intelligence now and the future.
Two. Creativity Capability of Artificial Intelligence Is a Reality
With artificial intelligence and Big Data driving the development of industries, the exploration with the construction and normative models of the legal system should start with the reflection of social values, so as to achieve the purpose of social order with laws and regulations.
The construction of the legal system for technology should be anchored on the observation of facts, given the rapid advancement and evolution of emerging technologies. The fact today is that artificial intelligence is being used for art creations such as musical composition, poetry and painting. Developers train artificial intelligence with massive data and enable deep learning to grasp the essence of artworks in order to generate outputs. Whether the ultimate purpose is commercial profitability or not, most of these outputs have reached a certain level of quality. Below is a brief introduction of creative techniques and new business models of artificial intelligence in music composition, poetry writing, painting and news writing.
I. Original Music Generated with Deep Learning: Fast and User-friendly
The vibrant development of the Internet has created an online celebrity economy. Youtubers, Internet personalities, cyberstars, Wanghong (or internet fame in Mandarin) produce films or release podcasts to attract the audience for direct/indirect and commercial/non-profit-seeking purposes. The production of such films and live broadcasting, or the creation of original online or PC games creates the demand for background music or sound effects. Ed Newton-Rex, who earned a bachelor of arts degree in music from University of Cambridge, founded JukeDeck after he went to a computer science class in Harvard University. JukeDeck is an online music generator, developed with deep learning(as part of artificial intelligence). This paper believes that JukeDeck meets the industry demand with two offerings:
The algorithm design by Ed Newton-Rex with artificial intelligence is different from the generation of background music and other music by the websites that use loop audio files. JukeDeck generates music pleasing to the ears with one tone at a time and avoids repetitions by analyzing musical forms, harmonies and tones with deep learning, so that the users in pursuit of originality and unique can acquire the musical materials within approximately 30 seconds, without worrying that they sound similar with others.
JukeDeck offers flexibility in the length of music, up to five minutes depending on the preference of users. An extension is possible by mixing up different fragments. It is also possible to define musical styles and formats, e.g. piano, folksongs, electro and ambient music, as well as the feelings to be aroused, such as uplifting and melancholic. The music generated by deep learning is different from the free or paid music databases which use the so-called canned music and suffer the problems of mismatches between the film length and music length.
(II) Amper Music
Amper Music was founded by the Hollywood songwriter Drew Silverstein (founder/CEO), Sam Estes and Michael Hobe with the ambition to take a step further from music generation by artificial intelligence. In the spring of 2018, the company raised another $4 million for the development of music composition with artificial intelligence, the expansion of international markets and the recruitment of more talents. In the press release, Drew Silverstein said, “Amper’s rapid growth is a testament to how the massive growth of media requires a technological solution for music creation. Amper’s value stems not only from the means to collaborate and create music through AI, but also from its ability to help power media at a global scale.”
Similar with JukeDeck’s appeal to the public, Amper Music’s artificial intelligence allows users with no musical experience to create real-time and order original music. It supports all the media formats. All is required is the choice for rhythms, styles and musical instruments desired. Meanwhile, Amper Music posits that its music is royalty free, and comes with a global, perpetual license when synced to the outputs. In other words, users do not have to worry about legal procedures or financial costs.
II. Writing Pens Take Flight: A Challenge to the Fundamental of Literary Creation and Trigger for Labor Transformation
Neuhumanismus (or Neohumanism) is about the achievement of self-mastery and humanity ideals through the study of classics. Compared with humanism, neohumanism places a greater focus on emotional expression and artistic creation. It also emphasizes the importance of language learning to self-realization of individuals. After studying the works of 519 contemporary poets in the Chinese society, artificial intelligence has published modern poetry and made successful inroads to the world of literature traditionally driven by emotions and imaginations. In fact, it has posed a credible challenge to the human-centric humanism where only humans are endowed with the gift of artistic creativity. Artificial intelligence has been nominated for literary awards, evidenced of the quality of outputs generated by deep learning. With the support of massive data and analytics, it is only a matter of time for artificial intelligence to possess the literary creativity comparable to humans.
However, the concern for originality in literature and the issues surrounding plagiarism and copyrights are the key determinants that influence of literary creation by artificial intelligence. This begs the questions about the ethics of literary creation. It is necessary to start with an understanding of how artificial intelligence creates, before the analysis of ethical and regulatory frameworks.
(I) Xiaoice’s Collection “Sunshine Misses Windows”
Xiaoice is the chatbot launched by Microsoft’s Software Technology Center Asia (STCA) in China in 2014. In 2017, Xiaoice published her collection of poems “Sunshine Misses Windows”, written by looking at pictures. The deep learning algorithms behind were co- developed by Wu Zhao-Zhong and Cheng Wen-Feng, two students in the Graduate Institute of Networking and Multimedia, National Taiwan University.
The artificial intelligence writes poetry with the following methodology:
The above is a summary of Xiaoice’s creative journey. Microsoft claims that the collection of poems was 100% written by Xiaoice, and it is the first collection of poems 100% written by artificial intelligence in history. The poems were not edited by humans and wrong characters were maintained as they were. The title “Sunshine Misses Windows” was also named by Xiaoice herself. Despite all these, the originality and even the most fundamental “literality” of these poems are still questioned.
At the end of 2018, the Research Institute for Humanities and Social Sciences, Ministry of Science & Technology and National Taiwan University organized the forum “Culture and Technology II: AI’s Literature Dream — Sunshine Misses Windows. Does Humanity Have a Boundary?” The professor in the Department of Chinese Literature, National Taiwan University and the poet Tang Juan discussed Xiaoice’s works and commented as a critic of contemporary poetry. Xiaoice uses extensively the same vocabulary (such as the beach). Unable to use punctures, she can only break sentences and lines. Most importantly, her writings do not reflect our times and real experience. In other words, Xiaoice’s poems do not possess the unique perspective and soul of poets and literary characters. This may be the outcome of her reading of works from 519 poets from the 1920s. As a result, she is not able to connect with our times and real life and finds it difficult to resonate the shared emotions of people today. Tang Juan’s comment is more than just about literature. It is also about the selection and sourcing of training data, a prerequisite for the development of artificial intelligence, as well as the cost and consideration for copyright licensing.
The research and development by corporates in artificial intelligence requires the corresponding and suitable training materials, particularly in the domain of literature. As commented by the poet Tang Juan, it requires extensive sources of contemporary works. It means the increasing difficulty to circumvent the works still protected by copyrights. If this cost consideration remains a hurdle, it is impossible to make improvements in further research. Put differently, the composition of training data is potentially a cost concern for copyright licensing. Before the legal system becomes well-developed and the establishment of consensus on the issues concerning training data, the possible infringement is an absolutely necessary balancing act for any robust developers and companies involved in artificial intelligence.
(II) Yuurei Raita’s “The Day A Computer Writes A Novel”
In 2013, Nikkei started to offer the Nikkei Hoshi Shinichi Literary Award to outstanding short Si-Fi novels, as a tribute to the late science fiction writer Hoshi Shinichi. Three years later, Yuurei Raita’s “The Day A Computer Writes A Novel” appeared on Nikkei’s list of acceptance for competition. Miss Yoko is the leading character in this 2000-character short sci-fi novel. Raita-kun is in fact an artificial intelligence team “Wagamama artificial intelligence as a writer” led by Hitoshi Matsubara, President of the Japanese Society of Artificial Intelligence and a professor in Future University. Below is a description of their deep learning techniques:
The team provides training data as the learning basis for artificial intelligence. (For this competition, the data is approximately 1,000 short stories written by Hoshi Shinichi.) The purpose is to analyze the frequently used words, novel structures and characters.
The team integrates the analyzed data with online information, storyline programs, human emotions and settings, and decides on characters, contents and plots. Researchers provide three instructions, i.e., when, the weather, doing what so that artificial intelligence automatically generates detailed and tangible contents.
Artificial intelligence refines the details and polishes the texts, to generate the new story by Hoshi Shinichi with fragments such as: “The same temperature and humidity in the room is maintained as usual. Yoko sits idly on the sofa, dishevelled and playing a dull game uninterested.”
The procedures of novel contents generation described above indicate that artificial intelligence still relies on humans for setups and assistance. In contrast with the claim by the Microsoft team that Xiaoice is 100% artificial intelligence, the team in Japan confessed that artificial intelligence writing is still in a nascent stage.
At least in literature types such as novels, artificial intelligence still needs appropriate guidance from humans for necessary writing elements, in order to generate and connect fragments to establish the finalized pieces. In general, artificial intelligence can only be held responsible for 20% of work. However, the development of technology continues at its pace. When it is no longer easy to differentiate a piece of creative writing is by humans or by machines, the limitation of copyright protection to human’s creative works will be an obsolete approach.
(III) Tencent: Robot “Dreamwriter”
The above two AI writing teams focus on creative literature. In China, Tencent has developed Dreamwriter to rapidly generate news products. In the 2018 International Media Conference in Singapore hosted by the East West Center, a think tank in the U.S. at the end of June 2018, Tencent demonstrated its translation engine. Speakers spoke in Chinese and the engine did simultaneous translation into English shown on the projector screen.
Tencent’s artificial intelligence “Dreamwriter” project started as a push engine for news flashes such as sports events. It later extended into financial and economic data and reporting, a field with extensive data and conducive to AI development and ML acceleration. Dreamwriter only takes half to one second to generate a piece of news. It can generate approximately 5,000 articles per day, equivalent to the output of 208 journalists. This implies a transformation of labor requirements in journalism. Human reporters will be involved in in-depth coverage that requires creativity, industry knowledge and judgement, whilst basic and factual reporting will be completed by artificial intelligence.
III. Brave New Work for Paintings: Rights Ownership in the Presence of Sophisticated Deep Learning
In the autumn/winter of 2018, the Paris-based AI team Obvious presented “Portrait of Edmond Belamy” in Prints & Multiples auction in New York. This painting was sold for a surprising high price of $432,000 (or over NT$13 million), as the first AI-generated painting being auctioned. The Obvious team focuses on Generative Adversarial Network (GAN), a hot topic for the development of deep learning.
(I) Technique to Improve Deep Learning: Generative Adversarial Network (GAN)
The GAN technique was developed by Ian Goodfellow in 2014 to promote and enhance deep learning by massively reducing the amount of training data required and cutting down on human intervention, assistance and involvement.
The GAN method can be illustrated in a high level by referring to the classical example of the image recognition for cats previously mentioned. The neural network model (as a deep learning technique) enables artificial intelligence to learn how to identify cats from a massive volume of pictures of cats. However, it is necessary for humans to train the machine by providing signs and feature descriptions for each picture. In contrast, the GAN technique is about the training of two competing networks, i.e., a generative network and a discriminant network. The generative network is responsible for generating the pictures that resemble real cats (i.e. made-believe cats) and the discriminant network reviews and determine whether the pictures are authentic. The two networks enhance capabilities by competing with each other. The idea is to improve the learning and competence of deep learning.
(II) Application in the Art of Paintings
The GAN method can be used to generate paintings such as “Portrait of Edmond Belamy”. It can also identify fake paintings. Founder/CEO Jensen Huang of Nvidia, a leading artificial intelligence company, said in a forum that the GAN technique allows one neural network to paint the pictures in the Picasso style and the other network to identify images and paintings with unprecedented discriminant capabilities. The seventh year of the Lumen Prize gave the biggest award to a nude portrait generated with the GAN technique. The GAN applications have been mushrooming – turning a scribble into an art, a low-definition picture into a high-definition one, an aerial graph into a photo.
Below is a brief description of the concepts and procedures for the Obvious research team’s completion of “Portrait of Edmond Belamy”:
(III) Ownership of Rights to High Economic Value of Artworks
The winning of the Lumen Prize in the UK by the nude portrait generated by artificial intelligence and the surprisingly high auction price paid for Portrait of Edmond Belamy are the testimony of the artificial intelligence’s creative capability. The ownership of the right to the monetary value of these artworks is a topic worthy of exploration.
“The development team ‘Obvious’ for ‘Portrait of Edmond Belamy’ posits that if the author is the person who paints the painting, it is artificial intelligence. If the author is the person who seeks to convey a message, it is us. The human’s role is being undermined as deep learning technology becomes increasingly sophisticated. Going forward, can artificial intelligence become the owner of rights? What should be the regulatory framework for now? At this juncture, this paper conducts an international comparison by examining how different governments consider the emerging legal issues.
Three. Copyright Ownership of Works Created by Artificial Intelligence
The explanatory ruling by the Copyright Division, Intellectual Property Office, Ministry of Economic Affairs issued in 2018 has expressed the Taiwan government’s stance on the issue of whether the outputs generated by artificial intelligence can enjoy copyrights. Below is the summary:
The above explanatory ruling seems to position artificial intelligence completely as a tool. However, the above example suggests an obvious trajectory for the creative journey for deep learning as an artificial intelligence technique. In the current stage and the foreseeable future, the description that robot analytics are straight mechanical operations is completely obsolete given that artificial intelligence is being applied in industry with dramatically reduced (or even completely without) human intervention and participation.
It is a worthwhile exercise to explore the international thinking regarding how the legal framework should address the ownership of rights for outputs generated with deep learning as an artificial intelligence technique and the derived services/products by either opening up new legal structures or simply extending on the existing system.
I. European Union
(I) European Parliament: Establishment of Electronic Personhood?
The European Parliament's Committee on Legal Affairs (JURI) passed a report on January 12, 2018 to provide suggestions to the Civil Law Rules on Robotics and urge the European Commission to set up laws and regulations governing robots and artificial intelligence by defining electronic personhood, similar with legal personhood for corporates as litigation entities for any issues associated with rights and obligations of artificial intelligence.
(II) Court of Justice of the European Union: Only Works Accomplished by Humans Eligible for Protection
The Court of Justice of the European Union’s landmark case Infopaq International A/S v. Danske Dagbaldes Foreningsuggests that copyrights are only applicable for original works, with originality reflecting the “author’s own intellectual creation.” The general interpretation is that such works should reflect the author’s personality. Hence, only human authors meet this criterion. The third paragraph of Article 1 of the Directive 2009/24/EC also clearly states that only works that are the authors’ own intellectual creation enjoys eligibility for protection.
(III) Data Protection: GDPR and Declaration of cooperation on Artificial Intelligence
The General Data Protection Regulation (GDPR) in European Union attracted significant attention among the companies active in the EU market in 2018. In fact, the GDPR provides comprehensive and representative regulations that have direct influence on technological development of artificial intelligence training, as well as legal protection and right construction on data, the crude oil for deep learning.
Below are a few examples:
The data subject has the right to receive his/her personal data from the data controller in a structured, commonly used and machine-readable format. This helps the industry to establish metadata and forms the basis of the database for artificial intelligence training. The consistency of metadata will enhance the training.
The data subject has the right not to be subject to a decision based solely on automated processing. The data controller must lay down suitable measures to safeguard the data subject’s rights.
This article provides the legal protection of large-scale and systematic monitoring of public and open areas with artificial intelligence and strikes a balance between the use of personal data and the interest of data subjects.
On top of the GDPR, the 24 member states of the European Union signed the Declaration of Cooperation on Artificial Intelligence in 2018, in order to enhance access to public sector data for the digital single market.
II. United Kingdom
(I) Copyright Law: Source of Laws for Program Developers to Obtain Copyrights
The copyright laws are stipulated in the Copyright, Designs and Patent Act (CDPA) 9 (3). It forms the source of the laws that grant copyrights to the developers of computer-generated works. Article 178 of the CDPA defines computer-generated works as the outputs generated by machines without human authors.
In contrast with the Court of Justice of the European Union’s decision that only human authors are eligible for copyright protection, the UK government opens up another door by specifying that program designers can obtain copyrights even if creative sparks come from machines. This system is considered the most efficient because it enhances incentives for investments.
(II) Public Sector: Open up Government Data
The UK government also opens up its data by posting all the official statistics on the website www.data.gov.uk. The Digital Economy Bill provides the legal framework for government agencies to use each other’s data for the benefit of the public, so as to effectively address the issues surrounding frauds and debts and improve the real-timeliness and accuracy of national statistics.
As part of the Brexit preparation, the UK government has created its own GDPR (2018) to ensure the continued smooth cross-border operations of companies after Brexit. As it offers higher protection of consumers’ data and information, it is worthwhile to refer to the UK GDPR as a template for legal systems and rights frameworks.
III. United States
(I) U.S. Copyright Office: Only Intellectual Achievements of the Human Mind Eligible for Protection
The case law originated in 1991——Feist Publications v. Rural Telephone Service Companyconfirms that copyrights protect the creative powers of the mind. In the Naruto v. Slater (2016) case, the court determines that the photos taken by a monkey are not eligible for copyright protection. Article 313.2 of the implementation guidelines of the Copyright Act issued by the U.S. Copyright Office specify that the works created without human authors are not protected by the Copyright Act. The amendment to Article 313.2 in 2017 states clearly that the U.S. Copyright Act only protects the intellectual achievements of the human mind. The U.S. Copyright Act 503.03(a), titled “Works-not originated by a human author” also states that only works created by a human author can register for copyrights.
(II) Employment Principle: Enhanced Incentives and Investment Willingness
The above court judgements and the implementation guidelines of the U.S. Copyright Act indicate that the U.S. Copyright Office does not confer non-human copyright. However, the U.S. judicial rulings have allowed “the work made for hire provision” as exception to the creative authors, in order to encourage corporate investments. The 1909 amendment to the U.S. Copyright Act included the hired employees as authors. Unless otherwise agreed, “the author or proprietor of any work made the subject of copyright by this Act, or his executors, administrators, or assigns, shall have copyright for such work under the conditions and for the terms specified in this Act”. A typical example is the news agency’s employment of full-time journalists to produce editorials. The works by employees are a company’s key copyright assets.
(III)Employment/Sponsorship Principle if Realized in Taiwan: Companies Investing in Works to Obtain Copyright Protection
Article 11 of the R.O.C. Copyright Act stipulates the ownership of the right to the works of employees on a case-by-case and factual basis. The decision is based on the nature of work, e.g., completion under the employer’s instructions or planning, the use of the employer’s budgets or resources. It is not necessarily related to the work hours or locations. In principle, the employee is the author of the works completed by him/her on the job. However, the employment contract supersedes if it specifies that the employer is the author. On the other hand, if the employee is the author, the intellectual property belongs to the employer. The contract supersedes if it specifies that the employee enjoys the intellectual property. Article 12 is about sponsorship and commissioning. Unless specified by the contract, the sponsored owns the intellectual property of his/her works and the sponsor has the right to use such intellectual property. In sum, the ownership of the right to the outputs generated by artificial intelligence is similar with the employment/sponsorship principle. It is not set in the vacuum of legal contexts.
Therefore, the scholar in Taiwan Lin Li-Chih suggests that the employment principle in the U.S. may be adopted. She posits that when certain conditions are met, artificial intelligence may be treated as the author, so that the outputs generated by artificial intelligence can be protected and the investing research institutes or corporates can own the works. As both legal persons and natural persons can be authors in Taiwan, Lin Li-Chih proposes this approach to resolve disputes given the massive value to be created by artificial intelligence for different applications and the potential lengthy legislative process or laws disconnected from industry expectations. The idea is to avoid the human author requirement from hindering industry investments and innovations for works generated by artificial intelligence. According to the employment/sponsorship principle, deep learning as an artificial intelligence method can be inferred to as the author and then teams and companies that develop the algorithms should own the intellectual property of the works. This will serve as the legal foundation for intellectual property protection.
Four. Conclusion: Legal System and Policy Framework for Emerging Technologies
I. Construction of Laws and Regulations on a Rolling Basis According to the Reality of Emerging Technologies
Every law has its purpose, and the contents of laws depend on their regulatory objectives. However, such contents should be anchored on facts, in order to align the intended purposes. This is particularly the case for the laws and regulations governing emerging technologies because such laws and regulations should capture the fact of technological developments. The most straightforward and fundamental approach to relax the control of the existing legal mechanism is via communication, coordination and understanding. It can be initiated with more dialogues between the government agency responsible for the construction of the legal environment and the industries and the public as subjects of the laws and regulations.
Regulators may wish to come up with dedicated laws for the comprehensive coverage of emerging technologies given the lack of understanding about the technology and the sweeping effects of the technology. However, not all technologies require special legislations. According to Frank H Easterbrook’s article “Cyberspace and the Law of the Horse” published by the University of Chicago’s legal journal, it is advised to properly categorize and analyze existing laws and regulations and apply the suitable ones to new technologies for issues surrounding intellectual property, contracts and torts, as if from the Law of the Horse to the Law of Cyberspace. Similarly, the ownership of copyrights associated with artificial intelligence and the governance of emerging technologies such as autonomous driving and robots may be dealt in this way.
The above analysis on the legal regimes in the European Union, the United Kingdom and the United States highlights two issues concerning the regulation of artificial intelligence and the development of legal environments.
This paper thus suggests two models:
This is the route taken by the UK government, by directly amending the intellectual property laws to specify that intellectual property of artificial intelligence belongs to program developers. It is the most efficient approach of paving the way for technological development by providing incentives to companies and developers.
Another approach is without touching on the sensitive issue of law amendments. Judicial rulings or administrative interpretations by competent authorities are gradually released in the context of existing laws. A temporary solution is introduced with the adoption of the employment/sponsorship principle with corresponding templates and references for contract construction in the industry. This can work in conjunction with safe harbor clauses in the long run, by slowly converging the diversity of opinions and perspectives from corporates, government agencies and academic/research institutions. Adjustments by tightening or loosening on a rolling basis should be made in order to work out the optimal boundary and establish the basis for legislation in the next stage.
II. Data as a Prerequisite for Artificial Intelligence Training
In Taiwan where the legal environment is not yet ready or clear, the ownership of intellectual property for outputs generated by artificial intelligence also involves the potential licensing royalties for the sourcing of training data.
It is worth noting that the use of data for artificial intelligence may affect the basic human rights due to discrimination or bias resultant from training data or algorithms. Therefore, it is necessary to enhance transparency and the protection of human rights conferred by the constitution with corresponding legal systems and ethical frameworks such as due process and fairness principle. The other critical issue is the training database required for artificial intelligence applications. The government should provide more open data as a policy to support technology development in the corporate world or at research organizations. It is also necessary to make government information the structured metadata in order to enhance the efficiency and quality of research outputs. This is to facilitate added value by private sectors with data as an infrastructure provided by the government. Put differently, the government opens up structured data to empower the research and development of artificial intelligence; whilst the private sectors offer professional technology and development capabilities.
In terms of promoting data openness and applications, the government assumes greater accountability in the balancing between data use and data protection, the two equally important public interests. As an island of technology, Taiwan should look beyond the horizon of skies and oceans in the era where information and data flows without borders. The Taiwan government should establish the capability in data openness, protection and control by joining international forums. For instance, the government can apply with the APEC to join the Cross-Border Privacy Rules System in order to encourage regional collaborations in data control and construct datasets with the resources of the country. It is important to focus on the process of data collection, processing, analysis and utilization and ensure policies are implemented with the protection of civil and human rights such as the Right to Know, the Right to Withdraw and Citizen Data Empowerment.
 AI Lesson 101: Illustration of 27 Neural Network Models, Tech Orange, January 24, 2018, https://buzzorange.com/techorange/2018/01/24/neural-networks-compare/ (last visited on December 27, 2018)
 Chen Yi-Ting (Bachelor’s Degree from Department of Physics, National Taiwan University, currently a PhD candidate in Department of Applied Physics, University of Stanford), Artificial Intelligence Starts with Neurons, May 3, 2018, https://case.ntu.edu.tw/blog/?p=30715 (last visited on December 27, 2018)
 Hung-yi Lee’s personal profile at http://speech.ee.ntu.edu.tw/~tlkagk/. Currently teaching in Department of Electric Engineering, National Taiwan University; previously a guest scientist in MIT's Computer Science and Artificial Intelligence Laboratory (CSAIL); specialization in machine learning and deep learning
 Chen Yan-Cheng, Who Is Likely to Lose Jobs in the Era of Artificial Intelligence? Experts Explains the Professional Skills in Demand for Deep Learning, December 26, 2018. https://www.managertoday.com.tw/articles/view/56859 (last visited on December 27, 2018)
 In addition to the leverage of two key features of artificial intelligence, JukeDeck is also very friendly to creative teams in need of musical materials in terms of royalties, fee structures, UI/UX design. The company offers free downloads to non-commercial users. An individual or a small group (of fewer than 10 people) can enjoy five free downloads each month and pay $6.99 per song for the sixth download and above. Large groups (of ten people or more) should pay $21.99 for each download.
 Laird Studio, Let the Online Music Composer Jukedeck Produce Unique Background Music for Your Films or Games! March 8, 2016, https://www.laird.tw/2016/03/jukedeck-jukedeck-bgm.html (last visited on January 10, 2019)
 As above.
 GlobeNewswire, Amper Music Raises $4M to Fuel Growth of Artificial Intelligence Music Composition Technology, March 22, 2018, https://globenewswire.com/news-release/2018/03/22/1444796/0/zh-hant/Amper-Music%E7%B1%8C%E8%B3%87400%E8%90%AC%E7%BE%8E%E5%85%83%E4%BB%A5%E6%8E%A8%E5%8B%95%E4%BA%BA%E5%B7%A5%E6%99%BA%E8%83%BD%E7%B7%A8%E6%9B%B2%E6%8A%80%E8%A1%93%E7%9A%84%E7%99%BC%E5%B1%95.html (last visited on January 10, 2019）. This round was led by Horizons Ventures, with Two Sigma Ventures, Advancit Capital, Foundry Group and Kiwi Venture Partners. This brings the company's total investment to $9 million.
 GlobeNewswire, same as above
 Smart Piece of Wood, Free Online Composer Enabled by AI, Amper Music, March 1, 2017, Modern Musician，https://modernmusician.com/forums/index.php?threads/%E5%85%8D%E8%B2%BB%E7%B7%9A%E4%B8%8A%E5%B9%AB%E4%BD%A0%E4%BD%9C-%E7%B7%A8%E6%9B%B2%E7%9A%84%E4%BA%BA%E5%B7%A5%E6%99%BA%E8%83%BD%EF%BC%9Aamper-music.225650/ （last visited on January 10, 2019）
 GlobeNewswire, same as Note 12
 Fang Yung-Chuan, Neohumanism, National Academy for Educational Research, http://terms.naer.edu.tw/detail/1312151/（last visited on January 10, 2019）. Neohumanism emerged in Europe in the 18th and 19th century, against rationalism and utilitarianism advocated by the enlightenment movement. Neohumanism argues that the value of things is not hinged on practicality. Rather, it stems from the things themselves. Humanity is precious not because of rationality, but resultant from emotional satisfaction in life. Cultures are originated by the spontaneous activities of humanity, on the basis of emotions and imaginations.
 Synopsis by books.com.tw, who sells online Xiaoice’s “Sunshine Misses Windows”, the first collection of poems generated by artificial intelligence in history, August 1, 2017, China Times Publishing Co. https://www.books.com.tw/products/0010759209 （last visited on January 13, 2019）
 Wong Shu-Ting, AI Talents in Taiwan Find Stage in China: NTU Students Participate in R&D That Empowers Microsoft’s Xiaoice to Write Poetry by Looking at Pictures, BusinessNext, June 6, 2017, https://www.bnext.com.tw/article/44784/ai-xiaoice-microsoft（last visited on January 10, 2019
 Synopsis by books.com.tw, same as Note 17
 The organizer did not provide handouts from the speakers. The summary was based on the author’s note.
Lin Ke-Hung, “More Than Playing Chess. AI Writes Novels Too. AI Novel Passes Preliminary Screening for a Novel Award! Reading at Frontline, https://news.readmoo.com/2016/03/25/ai-fictions/（last visited on January 10, 2019）
 TechBang, AI Team in Japan Develops Robots That Write Short Stories and Participates in Literary Competitions, TechNews, March 28, 2016, http://technews.tw/2016/03/28/ai-robot-novel-creation/（last visited on January 10, 2019）
 Ou Tzu-Jin, same as Note 20
 TechBang, same as Note 21
 Lin Ke-Hung, same as Note 19
 The title of the forum was “What is News Now?”. It attracted over 300 journalists and media experts from the U.S. and Asia Pacific to discuss media phenomena today. Detailed agenda available at East West Centre’s official website at https://www.eastwestcenter.org/events/2018-international-media-conference-in-singapore（last visited on January 10, 2019）
 Jason Liu, “Robot Writer, Transformation of South China Morning Post, State Monitoring, International Media Conference Day 1, China, Medium, June 25, 2018, https://firstname.lastname@example.org/%E5%AF%AB%E7%A8%BF%E6%A9%9F%E5%99%A8%E4%BA%BA-%E5%8D%97%E8%8F%AF%E6%97%A9%E5%A0%B1%E8%BD%89%E5%9E%8B-%E5%9C%8B%E5%AE%B6%E7%9B%A3%E6%8E%A7-%E5%9C%8B%E9%9A%9B%E5%AA%92%E9%AB%94%E6%9C%83%E8%AD%B0day1-%E4%B8%AD%E5%9C%8B-c9c20bd00d75（last visited on January 10, 2019）
 Jason Liu, same as above
 Jason Liu, same as above
 First Time Ever in the World！AI-Created Portrait, Sold at Christie's Auction for NT$13.34 Million, Liberty Times, October 26, 2018, http://news.ltn.com.tw/news/world/breakingnews/2592633（last visited on January 10, 2019）
 The selling price is 40x higher than the expected price. The buyer’s identity is unknown.
Chang Cheng-Yu, “First Time Ever! AI-Created Portrait Auctioned at Christie’s for NT$13.34 Million, October 26, 2018, LimitlessIQ，https://www.limitlessiq.com/news/post/view/id/7241/ （last visited on January 10, 2019）
 Lin Pei-Yin, Does the NT$10m Worth AI Portrait Have Intellectual Property?” Apple Daily, Real-Time Forum, November 29, 2018, https://tw.appledaily.com/new/realtime/20181129/1475302/（last visited on January 10, 2019）
 Jamie Beckett, What Are Generative and Discriminant Networks? Hear What Top Researchers Say, Nvidia, May 17, 2017, https://blogs.nvidia.com.tw/2017/05/generative-adversarial-network/（last visited on January 10, 2019）
 Jamie Beckett, same as above. Ian Goodfellow is currently a Google research scientist. He was a PhD candidate in the Université de Montréal when he came up with the idea of generative adversarial networks (GAN).
 Jamie Beckett, same as above
 Jamie Beckett, same as above
 Chang Cheng-Yu, same as Note 32
 Jamie Beckett, same as Note 34
 Wu Chia-Zhen, AI-Generated Nude Portrait Beats Real People’s Works by Claiming the UK Art Award and Prize of NT$120,000, LimitlessIQ, October 15, 2018 https://www.limitlessiq.com/news/post/view/id/7070/（last visited on January 10, 2019）
 Jamie Beckett, same as Note 34
 Chang Cheng-Yu, same as Note 32
 Chang Cheng-Yu, same as Note 32
 The explanatory ruling by the Copyright Division, Intellectual Property Office, Ministry of Economic Affairs, Email 1070420, issued on April 20, 2018, https://www.tipo.gov.tw/ct.asp?ctNode=7448&mp=1&xItem=666643（last visited on January 2, 2019）. The discussion was in response to the training outcome of voice recognition patterns based on analytics of the 1999 Citizen Hotline voice data.
 According to Article 10 of the Copyright Law, authors enjoy copyright at the time of the work completion. Article 33 stipulates that copyright for legal-person authors lasts 50 years after the first publication of the work concerned.
 Yeh Yun-Ching, Birth of New Type of Legal Right/Liability Entity ─ Possibility of Robots Owning Copyrights According to 2017 Proposal from European Parliament, IP Observer - Patent & Trademark News from NAIP Issue No. 190, July 26, 2017
http://www.naipo.com/Portals/1/web_tw/Knowledge_Center/Laws/IPNC_170726_0201.htm （last visited on January 2, 2019）
 C-5/08 Infopaq International A/S v. Danske Dagbaldes Forening.
 Andres Guadamuz, Artificial Intelligence and Copyright, WIPO MAGAZING, October 2017, https://www.wipo.int/wipo_magazine/en/2017/05/article_0003.html (last visited on January 19, 2019).
 The article indicates that “A work should be protected in “the sense that is the authors’ own intellectual creation. No other criteria shall be applied to determine its eligibility for protection”.
 Excerpt from the original legal article: in case of a literary, dramatic, musical or artistic work which is computer-generated, the author shall be taken to be the person by whom the arrangements necessary for the creation of the work are undertaken.
 Excerpt from the original legal article: generated by computer in circumstances such that there is no human author of the work.
 Andres Guadamuz, supra note 49.
 Feist Publications v. Rural Telephone Service Company, Inc., 499 U.S. 340 (1991). “the fruits of intellectual labor that are founded in the creative powers of the mind.”
 Naruto v. Slater, 2016 U.S. Dist. (N.D. Cal. Jan. 28, 2016).
 The 2014 version of Article 313.2 provides a list of the examples not eligible for the U.S. Copyright Act protection. These include the works generated by the nature, animals or plants and the works purely generated by machines or machinery at random, without any creative inputs or intervention from humans. The examples given are photos taken by a monkey and murals painted by an elephant. The 2014 version establishes that works not created by humans are not eligible for copyright protection. The 2017 version takes a step further with more specific and straightforward wording.
 Copyright Act 503.03(a): Works-not originated by a human author.
In order to be entitled to copyright registration, a work must be the product of human authorship. Works produced by mechanical processes or random selection without any contribution by a human author are not registrable. Thus, a linoleum floor covering featuring a multicolored pebble design which was produced by a mechanical process in unrepeatable, random patterns, is not registrable. Similarly, a work owing its form to the forces of nature and lacking human authorship is not registrable; thus, for example, a piece of driftwood even if polished and mounted is not registrable.
 Andres Guadamuz, supra note 49.
 Lin Li-Chih, An Initial Examination of Copyright Disputes Concerning Artificial Intelligence —— Centered on the Author’s Identity, Intellectual Property Rights Journal, Volume 237, September 2019, pages 65-66
 The legislative rationale for Article 12 of the R.O.C. Copyright Act: The sponsor and the sponsored are typically in a more equal position for the works completed with sponsorship. It is different from the situation where the works are completed by an employee by using the hardware and software offered by the employer and receiving salaries from the employer. Therefore, the ownership of copyrights depends on the contract between the sponsor and the sponsored regarding the investment and sponsorship purposes. Unless otherwise specified by the contract, the sponsor typically provides funding because of his/her intention to use the works completed by the sponsored. Therefore, the intellectual property should belong to the sponsored.
 Lin Li-Chih, same as Note 60, pages 75-76. Further reference of the principle used in the U.S. system: Annemarie Bridy (2016), The Evolution of Authorship: Work Made by Code, Columbia Journal of Law, https://papers.ssrn.com/sol3/papers.cfm?abstract_id=2836568. Also the same author (2012), Coding Creativity: Copyright and the Artificially Intelligent Author, Stanford Technology Law Review, https://papers.ssrn.com/sol3/papers.cfm?abstract_id=1888622.
 Lin Li-Chih, same as Note 60, page 76
 Frank H Easterbrook, Cyberspace and the Law of the Horse, 1996 U. CHI. LEGAL F. 207.
 Please refer to State v. Loomis, 317 Wis. 2d 235 (2016).
The IP Strategy of Collaboration during COVID-19 Pandemic in Taiwan 1. IP strategy during COVID-19 pandemic Since the end of 2019, the coronavirus disease called “COVID-19” has become a global pandemic. World Health Organization (WHO) has announced that COVID-19 a Public Health Emergency of International Concern (PHEIC) on Feb. 12, 2020. WHO also announced that the new corona virus pandemic is requiring substantial efforts to enable regular information sharing and research, the global community should demonstrate solidarity and cooperation. Dr. Mukhisa Kituyi, the Secretary-General of United Nations Conference on Trade and Development (UNCTAD), pointed out that Collaboration is the engine of global science under COVID-19 pandemic. Global community should take the experience of Ebola outbreak in 2014-15, through global collaboration can provide opportunities both to create new knowledge and to increase the impact of research by diffusing existing knowledge, quickly and at all levels. Both “openness on data” and “open science in real time” are the key factors of improving collaboration under the crisis. Chesbrough (2020) noted that the pandemic stimulating innovation in management of intellectual property, such as initiatives like “Open COVID Pledge” encourages companies and universities to release intellectual property for fighting against COVID-19. The IP strategy based on “Open Innovation” concept can go much further, to play an important role in recovering after the crisis. There are two international famous cases in Taiwan, “National face mask production team” and “Face mask map” helped Taiwanese people to overcome the crisis lack of masks during the pandemic. Both cases show the importance of open innovation in facing the crisis, and contain the concept of IP strategy based on collaboration. 2. National face mask production team Because over 80% of face masks rely on imports, Taiwanese government was aware of the lack of masks when the epidemic began. Since the first COVID-19 case in Taiwan was confirmed on Jan. 21, surgical face masks were sold out in a very short time. The government banned the export of masks on Jan. 24 for controlling the shortages, but it was still a big problem that the production lines at that time could not afford the demand of Taiwanese people. Therefore, how to obtain a large number of mask production lines in a short time and ensure the supply of raw materials had become the primary issue. The government invested NT$200 million (US$6.66 million) and recruited over 100 technicians to form the team named “National face mask production team”. The national team is composed of volunteers from industry and research institutions, especially from Taiwan Machine Tool and Accessory Builders' Association (TMBA). From Feb. 5 to Mar. 5, the national team completed an estimated half a year’s workload including 62 mask production lines. And the team immediately started the second phase of work to meet the extremely large domestic demand for masks, finally they completed 92 mask production line 6 weeks and continue to assist the government in anti-counterfeiting masks. The key factor for the team to complete such a large amount of work in a very short time is not only the selfless dedication of team members but they effectively utilize and share their advantages in their own industrial field. These team members are “Hidden Champions” of global supply chain, after understanding the composition and principle of each part of the mask production line, they immediately began to assign the work and contributed their skill, know-how and experience of machine tools and accessories for mask-producing collaboration. 3. Face mask map In additional to the national face mask production team case, the “face mask map” is another successful case of collaboration during the epidemic in Taiwan. In the beginning of the epidemic, Taiwanese people rushed to buy surgical face masks, resulting in insufficient supply of domestic masks. The government implemented face mask purchase controlling such as limiting three per day and later only two per week through the National Health Insurance Administration (NHIA). According to the rationing system, people can buy surgical face masks at NHIA-contracted pharmacies near their home. But in fact, due to the face mask distribution information was not disclosed, people often have to go to many pharmacies to buy masks. Thus, people spontaneously developed “face mask map”, combined with pharmacy locations on Google Maps and the data of inventory quantity in each pharmacies, to help people know where to buy surgical face masks. Taiwan’s Minister without Portfolio Audrey Tang was in collaboration with Taiwanese software engineers to develop a “real-time map” of local face mask supplies through connecting pharmacy locations on Google Maps and the data of mask inventory quantity in NHIA’s database. With the support of the NHIA database opened according to the license terms compatible with Creative Commons (CC) 4.0, the platform contains over 100 programs and applications was successfully created by public-private collaboration. This platform is jointly maintained by the open community, each member of the community can actively report the updated version information of the applications. Even if the platform has retired due to the implementation of “Name-based Mask Distribution System 3.0”, the successful experience of public-private collaboration platform through “open data” and “open source software” becomes an important foundation of future development. 4. Collaborative IP strategy for crisis management In different from the traditional IP strategy that emphasizes on excluding others from implementing the patents, the collaborative IP strategy pays more attention to the potential of community co-creation. In the face of the crisis of the epidemic, people are willing to share their IP, know-how and experience to gain more time to fight the epidemic. The collaborative IP strategy can implement the concept of open innovation through knowledge sharing, and flexibly use various IP resources in the face of crisis. Especially in the face of a crisis like COVID-19 that has never been dealt with, the collaborative IP strategy can effectively collect the knowledge and creativity of the community. Cases of “National face mask production team” and “Face mask map” can be used as models for collaboration in the face of crisis, and even continue to be used for recovery after the epidemic. The open innovation theory supports open, flexible and highly interactional “creative networks”. At the same time, the collaborative IP strategy serves as a means to implement the open innovation theory. Even though many open communities’ IP strategy such as “free and open source software” or “creative commons” do not originate from the open innovation theory, the theory can still provide guidance for collaborative IP strategies in times of crisis. The collaborative IP strategy should not be limited to the sharing of patents, copyrights or trademark rights but include the skill, know-how, experience and idea, which is able to effectively organize community collaboration and innovation in the face of crisis. World Health Organization, Statement on the second meeting of the International Health Regulations (2005) Emergency Committee regarding the outbreak of novel coronavirus (2019-nCoV) (2020), https://www.who.int/news-room/detail/30-01-2020-statement-on-the-second-meeting-of-the-international-health-regulations-(2005)-emergency-committee-regarding-the-outbreak-of-novel-coronavirus-(2019-ncov) (last visited Oct. 19, 2020). Mukhisa Kituyi, COVID-19: Collaboration is the engine of global science – especially for developing countries, World Economic Forum, May 15, 2020, https://www.weforum.org/agenda/2020/05/global-science-collaboration-open-source-covid-19/ (last visited Oct. 20, 2020).  Henry W. Chesbrough, To recover faster from Covid-19, open up: Managerial implications from an open innovation perspective, Industrial Marketing Management, Apr. 16, 2020, available at https://doi.org/10.1016/j.indmarman.2020.04.010 (last visited Oct. 26, 2020). Central News Agency, How a team of technicians is helping Taiwan triple mask production, Taiwan News, Mar. 25, 2020, https://www.taiwannews.com.tw/en/news/3903970 (last visited Oct. 30, 2020). Keoni Everington, Taiwan platform includes over 100 apps showing mask availability in stores, Taiwan News, Feb. 27, 2020, https://www.taiwannews.com.tw/en/news/3882111 (last visited Oct. 30, 2020). Ali Jazairy, Impact of Collaborative Innovation on IP and Future Trends in IP, Les Nouvelles, 47, 224 (2012).Antitrust Issue of Reasonable Royalty and Prohibition of Excessive Pricing in Taiwan
Antitrust Issue of Reasonable Royalty and Prohibition of Excessive Pricing in Taiwan A proposed antitrust framework to determine a reasonable royalty I. INTRODUCTION “Can, and should antitrust laws and authorities step in market prices?” - It has long been a controversial antitrust issue, especially when an antitrust case is involved with allegedly unlawful monopolization (or called abuse of monopoly in some countries), Intellectual Property (IP) rights (IPRs), reasonable royalties, and the complex and fast-changing technologies behind. It thus constitutes the tricky and challenging antitrust issue of reasonable royalty - “if a monopolistic firm is charging reasonable royalties or abusing its monopoly power?” Since the goals and regimes of antitrust are very different between Asia, the United States (the U.S.), and Europe, there are consequently various ways to deal with such issue. A. China and its Per-Se Violation of Excessive Pricing Several countries in East Asia aim to protect fair competition and social public interests via antitrust laws, including some other non-competition-based goals. China, Japan, Korea and Taiwan’s goals of antitrust all include protection of fair competition. China also articulates its goals to maintain public interests and promote socialist market economy. Japan also aims to promote the employment rate and the level of national income which are not competition-based goals. Furthermore, South Korea expresses its antitrust goal to achieve balanced economic development which is somehow tricky to judge. As a result of the concepts of fairness and non-competition interests, the antitrust issue of reasonable royalty can possibly lead to the determination of unfairly high prices and thus constitutes an unlawful per se violation of excessive pricing in East Asia. Take China as an example, China explicitly articulates the prohibition of charging unfairly high prices as a firm in dominant position. Moreover, China has further stepped in determining “appropriate royalties” supposedly charged by licensors and has demanded foreign firms in China to charge lower royalty rates. In Huawei v. InterDigital Technology Corporation (IDC), the court ruled that IDC charged Chinese firms unfairly high royalties and further held that the royalty rates of the Standard Essential Patents (SEPs) charged by IDC shall not exceed 0.019%. In the Qualcomm case in China, National Development and Reform Commission of China ruled that Qualcomm was charging unfairly high prices and demanded it to lower its royalty base. Additionally, China’s Anti-Monopoly Guidelines on the Abuse of Intellectual Property Rights published by the Ministry of Commerce of the People's Republic of China (MOFCOM) in March of 2017 were passed in the end of 2018. While already waiting to be formally executed, these Guidelines had received comments regarding reasonable royalties – especially the antitrust violation of licensing IPRs at unfairly high prices with 5 listed factors to consider whether there is abuse of dominant position. By pointing out the dangers of regulating price following with potential harms to competition, one of the comments encourages the Guidelines to have the relevant factors in terms of determining unfairly high prices, such as the prices of comparable licenses instead of any other irrelevant indicators. B. European Commission (EC) and its Per-Se Violation of Excessive Pricing While embracing free market economy and achieving social and political goals at the same time, EC prohibits unfairly high prices as unlawful per se by articulating “directly or indirectly imposing unfair purchase or selling prices or other unfair trading conditions” as abuse of market dominance. The test to it started from the case United Brands (1978) which stipulates the difference between cost and price. As the time came to the late 2000s, EC once said that “it takes no position on what a reasonable royalty is” in 2013 but later stated its option to act directly against excessive prices in 2016. In 2017, the Copyright and Communication Consulting Agency/Latvian Authors Association (the AKKA/LAA case) was brought to the court for charging excessive fees for its exclusive right to license. According to Article 267(a) of the Treaty on the Functioning of the European Union, the Court of Justice of the European Union (CJEU) shall have jurisdiction to give preliminary rulings concerning the interpretation of the Treaties. Given the questions referred to the CJEU in the AKKA/LAA case, the concept of excessive pricing therefore had the chance to be clarified further.  Three important principles established in this case are: (1) comparing the price at issue between the prices charged by other appropriate and sufficient comparators; (2) there is no threshold of what a royalty rate must be regarded as appreciably high, but a difference between rates must be both significant and persistent to be appreciable; (3) an analysis of fairness justification provided by the alleged dominant firm must be conducted. The AKKA/LAA case reestablished and reaffirmed EC’s resolve to enforce prohibition of excessive pricing. As for the recent times, the Danish Competition Council found that the Swedish pharmaceutical distributor - CD Pharma had abused its dominant position by charging excessive prices for Syntocinon, ruling the price increase of 2000% unjustified. The appeal against this decision is now pending. Many more excessive pricing cases are still ongoing within EU jurisdictions. C. The U.S. and its Hands-Off Approach towards Pricing U.S., on the other hand, never did and does not prohibit monopoly or excessive pricing, and has been warning the great dangers and potential harms to competition resulting from regulating price. The long-established principle of not regulating price, however, was shaken by U.S. Federal Trade Commission (FTC)’s complaint against Qualcomm for conducting unfair methods of competition in 2017. U.S. FTC filed a complaint against Qualcomm in 2017, alleging Qualcomm violating the Federal Trade Commission Act.According to the complaint, customers accepted elevated royalties that a court would not determine fair and reasonable due to Qualcomm’s unlawful maintenance of monopoly. However, the complaint fails to explain what a reasonable royalty is and why Qualcomm charges more than it is supposed to be charging. Furthermore, the dissenting statement of this case states that the theory adopted by FTC required proof of Qualcomm charging unfairly high royalties where there was failure of proving reasonable royalty baseline in the case. In January of 2019, this case finally kicked off in a California courtroom and the outcome of it will definitely have tremendous impacts on every stakeholder. Later in May 2019, the United States District Court for the Northern District of California found that Qualcomm violated the FTC Act. The case is still ongoing. D. Taiwan and its Unclear Attitude towards the Antitrust Issue of Reasonable Royalty So, where does Taiwan stand between prohibition of excessive pricing and the hands-off approach in the U.S.? In Taiwan, improperly setting, maintaining, or changing the price for goods or the remuneration for services as a monopolistic enterprise has long been unlawful per se since Taiwan’s Fair Trade Act (FTA) was enacted in 1991. This unlawful per se violation is in fact Taiwan’s prohibition of excessive pricing. However, the attitudes of Taiwan Fair Trade Commission (TFTC) and the courts in Taiwan towards the antitrust issue of reasonable royalty can be switching. They have avoided the issue, left the issue for private contracting, resorted to Patent Act, and determined royalties for the involving parties. Antitrust cases involving the issue of reasonable royalty can be a matter of billion-dollar fines, tremendous costs of litigation, negative impacts on innovation and competition, and harms to consumers. Such important issue can no longer be neglected by Taiwan anymore. By focusing on the antitrust issue of reasonable royalty in Taiwan, this paper will begin with the past attitude and the current antitrust framework of reasonable royalty in Taiwan. Further, because Taiwan has been looking up to the U.S. and its patent law in terms of calculating reasonable royalty in patent infringement cases; this paper will then turn to the reasonable royalty approach in Taiwan and the U.S. respectively. Even though this paper does not support prohibition of excessive pricing, we hope the antitrust issue of reasonable royalty in any excessive pricing case in Taiwan will be properly and carefully dealt with. Therefore, based on the proposed methodologies in a 2016 paper, the core of this paper will be proposing a framework for Taiwan in order to give clearer directions on how to face the antitrust issue of reasonable royalty along with the potential violation of Article 9 of FTA. II. THE PAST ATTITUDE AND THE CURRENT ANTITRUST FRAMEWORK OF REASONABLE ROYALTY IN TAIWAN A. The RCA, Catrick, and Microsoft case - 1995 ~ 2003 TFTC’s attitude towards the antitrust issue of reasonable royalty had long been unclear. In TFTC v. Radio of Corporation of America (RCA)(1995), RCA settled with TFTC for the accusation of charging improper royalties.In TFTC v. Microsoft (2002-2003), Microsoft settled with TFTC after 10 months being accused of conducting excessive pricing.  However, the details of both settlements were never published. In the Catrick case (1998), a U.S. firm named Catrick was accused of improperly charging royalties. TFTC attempted to resort to Patent Act but Patent Act at that time was silent on calculation of royalties. To play safe, TFTC did not interpret FTA or determine a reasonable royalty. Instead, TFTC left the issue to be solved under the principle of freedom of contract and closed the investigation. B. The CD-R Patent Pool Case – 2001~2015 1. Summary of the case Even being given 15 years of time, the antitrust issue of reasonable royalty still remained unsolved in the CD-R Patent Pool case (2001-2015). Upon the investigation from 1999, TFTC found that Philips Electronics NV (Philips) and other two companies had violated Article 10 of FTA with their unlawful concerted action and abuse of dominance in 2001. Here is the background: The CD-R manufactures in Taiwan accounted for 80% of the global CD-R manufacturing output when the time the CD-R technologies were a worldwide industrial revolution. The price of CD-R was originally at around $60 per piece in 1990. It later went down to $0.20 per piece in 2000. However, the three enterprises in the case kept refusing to change the formula for calculating the license fee. Thus, the pricing issue here was that if the three monopolistic enterprises improperly maintained the formula for calculating the CD-R license fee by joint licensing and refusing to change the license fee even though the market conditions had changed drastically at that time. After a series of appeals and retrials, TFTC again ruled that Philips violated Section 2 of Article 10 of FTA by abusing its dominant position and improperly maintaining the price for its jointly licensed technologies in 2015. To everyone’s disappointment, TFTC again left the determination of reasonable royalty unsolved. 2. Fights over reasonable royalty between courts and TFTC The tricky thing is, administrative courts, TFTC, Intellectual Property Court of Taiwan (IP Court of Taiwan) held totally different positions in the CD-R case in terms of the antitrust pricing issue: a. Taipei High Administrative Court (2003)  The court reasoned that the license fees should be determined by competition and cost structure on principle. As a result, the determinants to reasonable royalties would be supply and demand in the market. b. TFTC Decision No.095045 (2006)  TFTC did not hold that the defendants’ pricing practice in violation of FTA. However, it stated its position in stepping in royalties - “Business value of patents varies due to maturity of technologies and market development. Therefore, patent holders should consider prices of final products, value of patents, and contributions made by licensees while determining reasonable royalties… It is inappropriate for the antitrust authority in Taiwan to step in royalties unless there is indication of illegal monopolization or cartel. “ c. Intellectual Property Court Appeal Case No.14 (2008)  IP Court of Taiwan incorporated the concept of fairness in its decision by saying – “courts could only adjust the royalty rates in consideration of fairness towards both parties and other relevant factors in the contract.” Further, the court also said that it was not within TFTC’s jurisdiction to determine the reasonableness of the license fee charged by Philips. d. TFTC Decision No. 098156 (2009) By revealing the prices of CD-R output, shipment of CD-R, change of market conditions within 10 years, and the 60 times higher royalty revenues earned by Philips, Sony and Taiyo Yuden, TFTC found that the profits earned by the three defendants were beyond expectation and estimation. In conclusion, TFTC again held in its 2009 decision that the three defendants violated FTA by not giving opportunities to negotiate over the CD-R license fee upon the easily perceived market changes. e. Supreme Court of Taiwan, Case No.883 (2012)  After the long fights between courts and TFTC for 10 years, Sony and Taiyo Yuden had stopped fighting and their cases were affirmed in 2011. As for Philips, they enjoyed a huge turning point in 2012 because the Supreme Court of Taiwan abolished IP Court of Taiwan’s 2008 verdict and ruled that the governing laws of the contracts between the involving parties were Dutch laws. f. TFTC Decision No. 104027 (2015) TFTC did not get defeated and reached another decision against Philips in 2015. In the reasoning, TFTC first clarified that market prices should be determined by competition and cost structure. Then it claimed to still have the role to rule that Philips had been improperly maintaining the license fee of CD-R through abuse of dominance, refusals to renegotiate and earning excessive profits. To everyone’s disappointment, TFTC still left the determination of reasonable royalty unsolved. C. TFTC v. Qualcomm Incorporated (Qualcomm) (2015 - 2018) In 2017, TFTC ruled that Qualcomm violated Article 9(1) of FTA by refusing to license, imposing no license no chips policy, and conducting exclusive dealing. As for the pricing issue in this case, it was argued if the license fees charged by Qualcomm were unreasonably high and if the fees should be based on value of patents instead of net prices of manufactured phones. TFTC did point out the pricing issue in its reasoning but did not say much further. Instead, TFTC commented in the decision that Qualcomm had been enjoying excessive profits and stated that license fee was a matter of freedom of contract and negotiation. After a series of fights between TFTC and Qualcomm, both parties agreed to settle in August 2018. The Administrative Decision No. 106094 issued by TFTC was vacated with the replacement of the settlement which Qualcomm agreed to invest hundreds of millions in Taiwan and on other matters. D. The Current Antitrust Framework of Reasonable Royalty in Taiwan The current antitrust framework of reasonable royalty in Taiwan in this paper is based on the latest version of Fair Trade Act of Taiwan which was amended in 2017 and the latest version of IP Guidelines of Taiwan which was amended in 2016. There are three main steps in the current antitrust framework to deal with the reasonable royalty issue that suspiciously violates FTA in Taiwan. 1. Proper conducts pursuant to Intellectual Property Laws in Taiwan First, and most importantly, Article 45 of FTA excludes the application of FTA to all “proper conducts” pursuant to all IP Laws in Taiwan where TFTC does not give quite clear explanation of. The reason behind such exclusion stated in the legislative rationale of Article 45 of FTA is problematic - “Copyrights, Trademarks, and Patents are monopoly rights endowed by IP laws. Therefore, FTA shall not apply to them by nature.”  2. Guidelines on Technology Licensing Arrangements (IP Guidelines of Taiwan) Secondly, TFTC shall turn to review if IP Guidelines of Taiwan apply to any licensing practice in the case when it sees Article 45 of FTA not applicable. IP Guidelines of Taiwan articulates a correct and fundamental principle while reviewing a technology licensing agreement – “TFTC does not presume market power resulted from owning a patent or know-how.” Further, IP Guidelines of Taiwan do not articulate reasonable royalty or excessive pricing. Instead, the Guidelines make clear of the allowed and prohibited calculation methods for royalties. By recognizing the ease of calculation as efficiency, IP Guidelines of Taiwan basically allows the end product approach and the net sales approach to be applied in a technology licensing agreement as long as the licensed technology was indeed used by the licensee. Notwithstanding, TFTC still has the power to find an antitrust violation upon finding of improper matters even if a licensor complies with Section C of Article 5 of IP Guidelines of Taiwan.  3. Prohibited monopolistic conducts When neither Article 45 of FTA nor IP Guidelines of Taiwan applies to the case, the last step TFTC shall take towards reasonable royalty issue is to review if Section 2 of Article 9 of FTA applies - ” Monopolistic enterprises shall not engage in improperly setting, maintaining or changing the price for goods or the remuneration for services.”  Basically, it is the prohibition of excessive pricing in Taiwan. To be noticed, Article 9 of FTA can only be applied when there is one or more monopolistic enterprises involved. 4. Some issues under the current antitrust framework of reasonable royalty in Taiwan a. Proper conducts pursuant to all IP laws in Taiwan. Article 45 of FTA excludes the application of FTA to what so called “proper IP conducts.” Such exclusion is based on the idea that IPRs are monopoly rights – which is problematic. The fact is - IPRs are exclusive rights instead of monopoly rights. IPRs do not necessarily confer monopoly power or induce more anticompetitive behaviors than other types of property. Moreover, exercising an IPR can be engaging in improper market conducts that lessens competition. In other words, what should be kept in mind is that a proper IP conduct may still possibly constitute an antitrust violation. b. The maybe-violation in IP Guidelines of Taiwan. IP Guidelines of Taiwan are basically friendly towards the end product and the net sales approaches for calculating royalties. However, Article 5 of the Guidelines still gives TFTC the power to find a “maybe” antitrust violation upon any improper matters. Such maybe violation makes the protection under IP Guidelines shaky and even not that useful. c. No such thing as excessive profit. One of the legislative reasons behind the prohibition of excessive pricing in Taiwan is that - “when a firm does not price its products based on reflection of the costs but intends to gain exorbitant profits, such improper pricing conduct would be the most effective way to exclude competition.”  Firstly, there is no such thing as an excessive or exorbitant profit in a free market economy when a price is determined by supply and demand which results in profits you earn accordingly. Secondly, instead of the profits, it should be the price or the pricing practice to be evaluated due to the purpose of excessive pricing violation. d. Missing harms to competition. Most important of all in any excessive pricing case – where are the harms to competition? It should be clear that unjustified profits are not what antitrust laws aim to punish but the anticompetitive market conducts that harm competition. Which is to say – if a monopolistic enterprise has been charging excessive prices through abuse of monopoly that generates harms to competition? With the ultimate goal of protecting the overall competition and consumers, there must be potential or actual harms to competition proven in any excessive pricing case. Such as higher prices, lower outputs, exclusion of competition, entry barriers, negative impact on innovation, or so. E. The Reasonable Royalty Approach under the Patent Act in Taiwan 1. Damages as reasonable royalty Article 97(1) of Patent Act of Taiwan lists three approaches for calculating damages in any event of patent infringement. One of the approaches is the reasonable royalty approach. The so-called reasonable royalty is the royalty the licensee would have paid if there had been a negotiation instead of an infringement. In practical, any profit earned by the licensee from the infringement is excluded from the damages while adopting such approach. Since the infringing licensee saved the costs of negotiation and the licensor spent extra costs on patent infringement litigation, it is also recognized that damages calculated by adopting the reasonable royalty approach can be more than the royalty the licensee would have paid. 2. Determinants and principles in a hypothetical negotiation over royalty After all, the reasonable royalty approach assumes a hypothetical negotiation over royalty between the licensee and licensor. There are still controversies over the determinants and principles to be applied while adopting such approach. Various considerations would possibly lead to drastically different reasonable royalties just like the NT$10 million and NT$1 billion damages in the Philips v. Gigastorage case.  Koninklijke Philips NV (Philips) brought a patent infringement lawsuit against Gigastorage Corporation (Gigastorage, a Taiwan-based manufacturer) at the IP Court of Taiwan in 2014, alleging that Gigastorage had been infringing their Taiwanese patent from 2000 through 2015 by manufacturing and selling DVD related products. The pricing issue here is how to calculate the damages and compensation of unauthorized utilization of the patent involved where the calculation methods and considerations would make big differences. IP Court of Taiwan awarded NT$10.5 million as damages based on reasonable royalty approach in the first trial. However, the same court of different judges later ruled that the damages should be over NT$1 billion according to unjust enrichment. The case was brought to the Supreme Court of Taiwan in 2017. In September 2018, the NT$1 billion judgement was remanded and now the IP Court of Taiwan is thus responsible for a retrial. Nevertheless, the two most common determinants to a reasonable royalty under this approach are – licensing history and comparable patents. Interestingly and importantly, these two determinants are also taken into consideration by several antitrust jurisdictions in the world while dealing with the issue of reasonable royalty. III. WHETHER TO REGULATE EXCESSIVE PRICING AND THE MONDERN REASONABLE ROYALTY APPROACH IN THE U.S. A. Whether to regulate excessive pricing? Supply and demand are two key factors that determine a price in a free market. Profits are usually what encourage innovation and attract firms doing businesses in the first place. There is no doubt that a firm sets a price it believes to maximize its profits – which is profit maximization rule in economics. When a monopoly tries to manipulate or disturb the market by setting a lower or higher price that does not go along with profit maximization rule, here are some possible consequences: (1) new entries in the market trying to share the profits; (2) consumers might switch to substitutes of the product in order to pay less; (3) monopoly might lose profits that it would earn otherwise. Simply saying, a free market usually responds to market changes quite well and can function accordingly without too much disruption. Regardless of the free market mechanism, there are still many voices discouraging the prohibition of excessive pricing due to the inherent dangers of regulating prices – such as discouraging investment in research and development activities, impairing innovation, and ultimately harming consumers. Along with the antitrust jurisdictions that prohibit excessive pricing by law, there are studies showing that prohibition of excessive pricing may benefit the market or – the consumers. A 2015 research finds that: “when economies of scale and entry barriers imply a great likelihood of dominant firms not subjecting to regulation but capable of charging supra-competitive prices, excessive pricing regulation is then important for smaller markets.” A study in 2017 further examines the competitive effects of the prohibition of excessive pricing by applying two competitive benchmarks – retrospective benchmark and contemporaneous benchmark to assess the price charged by a dominant firm excessive or not. The study finds that the two benchmarks restrain the dominant firm’s behavior but soften the firm’s behavior when its competing with a rival. By setting certain factors homogeneous, a retrospective benchmark for excessive pricing benefits consumers. While under different circumstances, consumers are worse off and inefficient entries are created. Overall, the study indicates that the competitive effects of prohibition of excessive pricing vary as we consider various factors – such as the nature of competition, the expected fines, incentive to invest in research and development (R&D), cost of litigation and more.  As a whole, there are still a great number of concerns about potential dangers of regulating price. However, whether to regulate excessive pricing or not, the fundamental question to ask is still – “how to determine a reasonable price to assess if the price at issue is excessive?” B. The Modern Reasonable Royalty Approach in the U.S. U.S. antitrust agencies do not prohibit excessive pricing. An IPR holder is free to charge a monopoly price just as a monopoly is free to earn its monopoly profits as long as the monopoly price and profits are not resulted from anticompetitive conducts that violate antitrust laws in the U.S. While saying that, U.S. still has a reasonable royalty approach developed under its patent law which is the law Taiwan has copied a lot from.  There are different methodologies for the reasonable royalty approach in the U.S., the most common one would be the hypothetical negotiation which was matured from Georgia-Pacific Corp. v. United States Plywood Corpin 1971 (Georgia-Pacific case), ruling that the proper damages in a patent infringement case as – “the amount that a licensor and the infringer would have agreed upon.” By adopting this hypothetical negotiation framework, the case eventually developed a list of 15 determinants as to a reasonable royalty:  (1) The royalties received by the patentee for the licensing of the patent in suit, proving or tending to prove an established royalty. (2) The rates paid by the licensee for the use of other patents comparable to the patent in suit. (3) The nature and scope of the license, as exclusive or non-exclusive; or as restricted or non-restricted in terms of territory or with respect to whom the manufactured product may be sold. (4) The licensor's established policy and marketing program to maintain his patent monopoly by not licensing others to use the invention or by granting licenses under special conditions designed to preserve that monopoly. (5) The commercial relationship between the licensor and licensee, such as, whether they are competitors in the same territory in the same line of business; or whether they are inventor and promotor. (6) The effect of selling the patented specialty in promoting sales of other products of the licensee; the existing value of the invention to the licensor as a generator of sales of his non-patented items; and the extent of such derivative or convoyed sales. (7) The duration of the patent and the term of the license. (8) The established profitability of the product made under the patent; its commercial success; and its current popularity. (9) The utility and advantages of the patent property over the old modes or devices, if any, that had been used for working out similar results. (10) The nature of the patented invention; the character of the commercial embodiment of it as owned and produced by the licensor; and the benefits to those who have used the invention. (11) The extent to which the infringer has made use of the invention; and any evidence probative of the value of that use. (12) The portion of the profit or of the selling price that may be customary in the particular business or in comparable businesses to allow for the use of the invention or analogous inventions. (13) The portion of the realizable profit that should be credited to the invention as distinguished from non-patented elements, the manufacturing process, business risks, or significant features or improvements added by the infringer. (14) The opinion testimony of qualified experts. (15) The amount that a licensor (such as the patentee) and a licensee (such as the infringer) would have agreed upon (at the time the infringement began) if both had been reasonably and voluntarily trying to reach an agreement; that is, the amount which a prudent licensee who desired, as a business proposition, to obtain a license to manufacture and sell a particular article embodying the patented invention would have been willing to pay as a royalty and yet be able to make a reasonable profit and which amount would have been acceptable by a prudent patentee who was willing to grant a license. The U.S. reasonable royalty approach and the calculation of reasonable royalty have been evolving since then. The Federal Circuit in a 2011 case held that the long-used and criticized 25 percent rule of thumb is fundamentally flawed for determining a baseline royalty rate in a hypothetical negotiation. The rule suggests that 25% of the expected profits for the product that incorporates the IP at issue as a baseline royalty rate. Practically, the profits earned by the licensee and the revenues of the product are still often taken into consideration nowadays while applying the U.S. reasonable royalty approach. Further, the Ninth Circuit modified some factors in Microsoft Corp. v. Motorola Inc. (2012) which was a case involved with reasonable and non-discriminatory (RAND) commitment, standard essential patents (SEPs), and patent pool.  This case raised some important factors to determine a RAND royalty, such as RAND commitment and its purposes, SEPs’ contribution and importance, alternatives of SEPs to the adopted standard, and so on. Comparable patents play a very critical factor in this case in terms of calculating a RAND royalty. Also, it is important to notice that the function of a RAND commitment limits a SEP licensor to royalties that reflect their ex ante values instead of the incremental monopoly power provided by the standard. In Ericsson, Inc. v. D-Link Systems, Inc. (2014), a modified version of the 15 factors was adopted after the Federal Circuit held that – not every factor from the 15 factors in Georgia-Pacific will apply to every case, and courts must instruct the jury on factors that are relevant in the case. Also, the burden of proof is on the implementer (or, the antitrust authority in an excessive pricing case) to establish a baseline royalty with evidence. That royalty then must be assessed to determine if it is excessive. By adopting incremental value approach and incorporating apportionment, the Federal Court here provides a more complete guidance on how to calculate royalties for patents on RAND terms: (1) Importance of RAND commitment; (2) Apportionment of patented features: the royalty for the patented technology must be apportioned from the value of the standard as a whole; (3) Incremental value approach: the royalty must be based on the incremental value of the invention, instead of any value added by the standardization of the invention or the standard itself. Lastly, two factors that were not often discussed while determining a reasonable royalty were applied inPrism Technologies LLC v. Sprint Spectrum L.P. (2017) - previous settlement agreements and cost savings though infringement. In conclusion, the modern reasonable royalty approach under U.S. patent law was evolved from the adopted 15 factors in Georgia Pacific case. The approach then has been developing along with changes of law, development of technology, adoption of SEPs, RAND and FRAND commitments, and more other relevant factors. IV. A PROPOSED ANTITRUST FRAMEWORLK OF REASONABLE ROYALTY FOR TAIWAN Having articulated the past attitude and the current antitrust framework of reasonable royalty in Taiwan, we have pointed out some misunderstandings in the current framework. Having addressed the reasonable royalty approaches under the patent laws in Taiwan and the U.S., we also have found similarities in between – the hypothetical negotiation framework and relevant determinants. Even though there are concerns against prohibition of excessive pricing due to potential dangers of regulating price and supports towards ultimate protection of free competition, TFTC and the courts in Taiwan are still required by law to apply the prohibition of excessive pricing against IPRs for the current time being. Therefore, the most important section and the core of this paper now has come forward – which is a proposed antitrust framework composed of possible methodologies and clearer guidance for Taiwan to deal with the antitrust issue of reasonable royalty in an excessive pricing case. The proposed framework is based on the proposed methodologies in a 2016 paper - which is to apply the hypothetical negotiation framework under U.S. patent law to determine a reasonable royalty or a competitive benchmark in an excessive pricing case. By applying the most relevant factors and adhering to important and correct principles in the case, a reasonable royalty as a baseline is thus determined to evaluate if the price at issue is excessive. Before articulating the proposed framework in a more detailed way, it is important to notice some basic differences between reasonable royalty in a patent infringement case and an excessive pricing case: Table 1 Reasonable Royalty in between a Patent infringement Case and an Excessive Pricing Case Reasonable Royalty in an Excessive Pricing Case Reasonable Royalty in a Patent Infringement Case Base Country Countries that prohibit excessive pricing. U.S. Case Type Antitrust case Patent infringement case Governing Law Antitrust (competition) law Patent law Prohibited Action A prohibited act of charging unfairly high price through abuse of monopoly. A prohibited act of unauthorized making, using, offering, or selling any patented invention. The Reasonable Royalty Issue Through determining a reasonable royalty to evaluate if a firm is charging excessive royalty through abuse of monopoly. Through determining a reasonable royalty to establish damages/compensation for the act of patent infringement. Proof of Harm Having found excessive pricing, competitive harms should be proved to establish an excessive pricing violation. Harm is proved after determining the reasonable royalty. Having proven the act of patent infringement, damages will then be determined based on reasonable royalty. Harm is proved to exist before calculating the damages. Negotiation There was negotiation over royalty before the lawsuit starts. There sometimes had no negotiation over royalty. Reasonable Royalty Approach Apply relevant factors to determine a reasonable royalty, then compare it with the price at issue to decide if the firm is charging excessive price through abuse of monopoly. Apply hypothetical negotiation framework to determine the royalty the licensor and the infringer would have agreed upon if there had been a negotiation instead of an infringement. Relevant Factors There are multiple and various factors applied in different countries, often not systematic or relevant. The 15 factors evolved from Georgia-Pacific, and some modified and new factors developed later on. A. Step 1 – Important Principles to Keep in Mind Regarding the Antitrust Issue of Reasonable Royalty. 1. No presumption of monopoly power: Ownership of IPRs does not necessarily confer monopoly power. 2. IP conducts may possibly constitute antitrust violations: Enforcing IPRs or any seemingly proper IP conduct may still possibly constitute an antitrust violation, so that they shall not be excluded from the application of FTA. 3. No such thing as excessive profit in free market economy: It is the pricing practice conducted by a monopolistic enterprise that should be evaluated in an excessive pricing case, instead of the profits the enterprise earns. 4. Harm to competition is and should be the key to establish an antitrust violation under Article 9 of FTA: Simply charging a perceived excessive price or earning some unjustified profits does not automatically constitute an antitrust violation. It is the competition and consumers that we should protect in terms of any excessive pricing case. Thus, harms to competition and consumers should be proved – such as lower outputs, entry barriers, and negative impacts on innovation or R&D activities. B. Step 2 – Compliance with Article 45 of FTA & IP Guidelines of Taiwan. 1. Firstly, all proper conducts pursuant to all IP laws in Taiwan are excluded to the application of FTA even though there is no clear explanation of what would be proper IP conducts. 2. If Article 45 of FTA does not apply in the case, we should turn to IP Guidelines of Taiwan to see if the involved market conducts or pricing practices would violate the Guidelines. If the Guidelines do not apply here, then we shall turn to Step 3 of the proposed framework. C. Step 3 – If it is a Potential Excessive Pricing Case? Section 2 of Article 9 of FTA articulates - “Monopolistic enterprises shall not engage in improperly setting, maintaining or changing the price for goods or the remuneration for services.” 1. There must be a monopolistic enterprise. 2. The prices of goods or services or the pricing practices involved are reasonably challenged by the implementers or TFTC.  D. Step 4 – When would a hypothetical negotiation have taken place? When it is a potential excessive pricing case under Section 2 of Article 9 of FTA, it is time to apply the hypothetical negotiation framework under patent law to determine a reasonable royalty within antitrust framework. While the first thought we come up with is usually “how much the parties would have agreed upon,” what we often ignore is that – “when would a hypothetical negotiation have happened? “The timeframe of the hypothetical negotiation is in fact highly related to what relevant factors we should consider in terms of determining a reasonable royalty. Such timeframe issue thus could cause huge impacts on the amount of damages in a patent infringement case and affect the competitive benchmark in an excessive pricing case. More clarifications are as follows: 1. In a patent infringement case: a. Pure ex ante approach: By assuming the parties would have negotiated over the royalty before the infringement began, such approach reflects an ex ante negotiation in the absence of infringement based on the information available before the infringement. Two supporting reasons are: (1) preservation of incentives; (2) avoidance or lowering the cost of patent holdup. b. Pure ex post approach: This approach sets the negotiation reached on some later date, such as the date of judgement or any time after the infringement. Such approach could possibly provide more available and provable information to determining a royalty but could also give the patentee more bargaining power when the patentee is holding an injunction against the infringer. Figure 1 Timeframes of the Hypothetical Negotiation Applying Pure Ex Ante Approach and Pure Ex Post Approach c. Contingent Ex Ante Approach: Pros and concerns when applying pure ex ante and pure ex post approaches are out there to be noted. While a proposed approach claims to address the issues of patent holdup and bargaining power at the same time – which is called contingent ex ante approach. This approach sets the negotiation prior infringement reached contingent on the ex post information, arguing that ex post information provides a better measure for the true value of the patented technology. Further, it is said to be able to take new and changed circumstances into account in every individual infringement case. Here is a simple example presented in the paper: (1) A $500,000 royalty might be agreed upon based on the parties’ expectation that the infringer would earn $1 million above what it would earn if it used the next-best available non-infringing patent. (2) At the date of judgement, the infringer is proven to earn $1.5 million instead of $1 million. This $1.5 million earning would be the ex post information applied in an ex ante negotiation. On the other hand, if the proven earning is only $500,000, then the royalty the parties might have agreed upon would be lower. (3) By applying contingent ex ante approach, it is argued that the patent hold-up would be avoided and the bargaining power between the parties would be balanced. Figure 2 Timeframes of the Hypothetical Negotiation Applying Contingent Ex Ante Approach 2. In an excessive pricing case: Applying the hypothetical negotiation framework under patent law in an excessive pricing case is much more difficult on one matter – the timeframe discussed above. Some important reasons are as follow: (1) Excessive pricing cases involve comparing a competitive benchmark with the price at issue, yet the prices in a case could be changing over time. (2) There were already negotiations over royalty before an excessive pricing lawsuit starts. (3) Involvement of FRAND and SEPs only make it more complicated to determine a reasonable royalty while facing the timeframe issue. E.g. the timing of a patent’s incorporation into a standard is critical and affects the value of the invention. Figure 3 Excessive Pricing Case and the Timeframe Issue E. Step 5 – If there are FRAND or RAND terms? Royalties negotiated on FRAND or RAND terms (FRAND royalties) can be and are usually different from those without. FRAND royalties may involve the following factors which often consequently affect royalties in real world: 1. FRAND obligations and terms: such as fairness, royalty free, grant back provision, exclusivity and other reciprocal terms. 2. Timing of the establishment of a standard: A patent may exist before the establishment of an industrial standard. As this patent is considered essential to a standard and also is included in such standard, the value of such patent – SEP usually goes up. 3. Cooperation between SEP holders: the number of SEP holders and the number of SEPs included in a standard can be influential. 4. Other factors: standard setting organizations’ policies, threat of injunction, patent hold-up and hold-out, royalty stacking, other available and comparable technologies, and relationship between licensors and licensees. F. Step 6 – Consider the Most Relevant Factors. No matter what approach or timeframe of hypothetical negotiation gets adopted in an excessive pricing case, the most relevant factors to consider in determining a reasonable royalty are as follow: 1. Comparable patents The best potential non-infringing alternatives should be the top determinant. What we usually consider as alternatives here are the existing patents in the marketplace since it would be impractical to include expired or invalid patents as comparable patents. But if we take the issue of the timeframe of a hypothetical negotiation into consideration, the status of the patents could be different – which means the hypothetical negotiation could have happened when there were more or less comparable patents. Undoubtedly, comparability is hard to judge. Loads of factors have been taken into account – technical and economic standpoints, the underlying technology, timing of the licensing, previous settlements or litigations, and other more. As noted here, comparable patents are provided as evidence to determining a reasonable royalty – not to its admissibility. Further, here are more difficulties while looking for comparable patents: a. Lots of technology-related royalties nowadays are negotiated on a patent portfolio basis using the end-user device as the royalty base. Both end-user based and portfolio based calculations make it harder to extract the value of an individual patent. b. Cross-licensing or business relationships are sometimes built in exchange of patent licensing. It means that there sometimes has no cash payment involved to know the values of patents. c. Should the allegedly comparable patents cover foreign patents? 2. FRAND royalties: a. FRAND or RAND commitment and its importance. b. Number of SEPs and number of SEP holders in a standard setting. c. Proper apportionment: By the reason that not all patents are created equal or of the same value, the value of an individual patent’s contribution to the standard and the end product is a critical factor when determining a FRAND royalty. As noted here for clarification, even though the Federal Circuit in the famous Ericsson v. D-Link case stated that a FRAND royalty should not include the value that a technology gains from simply being included in a standard, it should not be interpreted as a complete exclusion of any of a standard’s value. When a patented technology in fact creates values for a standard due to its inclusion, these values should definitely be considered as contribution and an important factor. G. Step 7 – Consider Other Factors 1. Other factors may possibly be considered a. The terms and scope of the licensing agreement, as exclusive, non-exclusive, restrictive, or non-restrictive. b. The nature and benefits of the technology or invention. c. Licensor’s monopoly power, and its policies or programs to maintain or preserve such power. d. Licensing history between the parties, and between the licensor and other firms. e. Investments made to implement the technology or the standard. f. Barriers to entry, it could be legal barriers, exclusive agreements, economies of scale, or network effect. As for antitrust of excessive pricing in Taiwan, a paper suggests that entry barriers should be one of the keys to determine if TFTC should step in. That is to say - when there are entry barriers delaying or barring new entries in a market, TFTC should possibly have jurisdiction and a case according to the types of the barriers. g. Royalty stacking and patent hold-up and hold-out. h. Smallest saleable component rule: Institute of Electrical and Electronics Engineers (IEEE) amended its patent policy in 2015 and included the smallest saleable Compliant Implementationas an important consideration in terms of determining a reasonable royalty. 2. Factors not recommended to be considered. a. Profits earned from charging the allegedly excessive royalty. b. The profitability, commercial success, popularity, advantages, utilities, and the sales of the patented products. c. The value of the pure adoption of the standard. d. Commercial and business relationships involved. e. Other non-competition, non-patent-related, or pure business factors. H. Step 8– Compare the Reasonable Royalty to the Alleged Excessive Price 1. The determined reasonable royalty is a baseline or what we call a competitive benchmark. It should not be a minimal royalty a patent owner can charge. 2. As for practicality, it is allowed to be more than just reasonable royalty to be compensated to the patent owner in a patent infringement case. Just like a firm can charge a price more than the cost of its product. Therefore, the price at issue should not be necessarily excessive when the determined reasonable royalty is greater than the alleged excessive price. V. CONCLUSION Excessive pricing cases involving the antitrust issue of reasonable royalty can be a matter of tremendous cost of litigation, fines of billion dollars, and unimaginable potential harms to competition. The great dangers involved through regulating price can lead to negative impacts on innovation, industries, and consumers - consequently to the ultimate failure of protection of competition. Putting aside the doubts about the prohibition of excessive pricing, I respectfully propose an antitrust framework of reasonable royalty in this paper with a sincere goal to help Taiwan with the issue of reasonable royalty in any excessive pricing case in the future. Lastly, I sincerely address the most essential and ultimate principle of antitrust here, again - it is and should always be the competition that antitrust laws and agencies aim to protect, not competitors, prices or only the consumers.  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See TAIWAN FAIR TRADE COMMISSION, Administrative Decision No.104027 (2015), https://www.ftc.gov.tw/uploadDecision/269b6dff-a0fc-46a0-8512-ca5f716732bb.pdf (last visited Feb. 7, 2018).  Taipei High Administrative Court, Philips Electronics NV v. TFTC, Decision No. 00908 (2003).  TAIWAN FAIR TRADE COMMISSION, Administrative Decision No. 095045 (2006), https://www.ftc.gov.tw/uploadDecision/2005302-0950426_002_095d045.pdf (last visited Feb. 23, 2018).  Taiwan Intellectual Property Court Appeal Case No.14 (2008), https://law.judicial.gov.tw/FJUD/data.aspx?ro=10&q=cd8bdbb8d80f8d587805c863b2e64c55&gy=jcourt&gc=IPC&sort=DS&ot=in (last visited Aug. 6, 2019).  TAIWAN FAIR TRADE COMMISSION, Administrative Decision No. 098156 (2009) http://www.ftc.gov.tw/uploadDecision/faed94a8-34ce-4f8e-b59a-239a9eaece1d.pdf (last visited Feb. 23, 2018).  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TAIWAN FAIR TRADE COMMISSION, Record of Commission Meeting No. 1396 (Nov. 2018), https://www.ftc.gov.tw/upload/b0aa3b61-d0e7-41c4-b6a0-b1e6a472ee04.pdf (last visited Nov. 30, 2018).  TAIWAN FAIR TRADE COMMISSION, Qualcomm’s Investment Plan under the Settlement, (Oct. 2018), https://www.ftc.gov.tw/upload/ee937bcf-68b9-4751-b2da-b636c46b0faa.pdf (last visited Nov. 30, 2018).  The latest amendment of the Fair Trade Act of Taiwan was proposed in the October of 2018, waiting to be reviewed. https://join.gov.tw/policies/detail/898e30a4-1ee8-491b-8c5a-5fbdbb5973f9 (last visited Jan. 18, 2019).  See Fair Trade Act of 2017 §45:”No provision of this Act shall apply to any proper conduct in connection with the exercise of rights pursuant to the provisions of the Copyright Act, Trademark Act, Patent Act or other Intellectual property laws.”; available at http://law.moj.gov.tw/Eng/LawClass/LawAll.aspx?PCode=J0150002 (last visited Mar. 5, 2018); also see FAIR TRADE COMMISSION, Administrative Statement No. 02678 (2000), https://www.ftc.gov.tw/internet/main/doc/docDetail.aspx?uid=225&docid=431 (last visited Mar.25, 2018).  Legislative Rationales of Fair Trade Act of 1991, available at https://www.ftc.gov.tw/law/LawContent.aspx?id=FL011898 (last visited Aug. 6, 2019).  Guidelines on Technology Licensing, Fair Trade Commission, https://www.ftc.gov.tw/internet/main/doc/docDetail.aspx?uid=163&docid=227 (last visited Aug. 6, 2019).  id, §3.  id, §5(C): “Stipulations that, for ease of calculation, fees for licensed technology that is part of a manufacturing process or that subsists in component parts are to be calculated on the basis of the quantity of finished goods manufactured or sold that employ the licensed technology, or the quantity of raw materials or component parts used that employ the licensed technology, or the number of times such materials or parts are used in the manufacturing process.”; see also §6(L): “Requirements that the licensee pay licensing fees based on the quantity of a particular type of good manufactured or sold irrespective of whether the licensee used the licensed technology.”  id, §5: “The following kinds of technology licensing arrangement stipulations do not intrinsically violate the provisions of the Act on restraint of competition or unfair competition, with the exception of those improper matters to be found after reviewed in accordance with Point 5(C) and 5(D)…”  Fair Trade Act §9(2): “Monopolistic enterprises shall not engage in any one of the following conducts… improperly set, maintain or change the price for goods or the remuneration for services,” available at http://law.moj.gov.tw/Eng/LawClass/LawAll.aspx?PCode=J0150002 (last visited Mar. 8, 2018).  Douglas H. Ginsburg & Joshua D. Wright, Whither Symmetry? Antitrust Analysis of Intellectual Property Rights at the FTC and DOJ, COMPETITIN POLICY INTERNATION, 9 (2) (2013).  Id.  id, Section 1-3 of § 97(1).  id, Section 3 of §97(1) :”the amount calculated on the basis of reasonable royalties that may be collected from exploiting the invention patent being licensed.”; see also The 2013 Amendment to Patent Act of Taiwan, List of Amendments to Patent Act of Taiwan, http://www.6law.idv.tw/6law/law2/專利法歷年修正條文及理由.htm#_%EF%BC%8E12%EF%BC%8E%E4%B8%80%E7%99%BE%E9%9B%B6%E4%BA%8C%E5%B9%B4%E4%BA%94%E6%9C%88%E4%B8%89%E5%8D%81%E4%B8%80%E6%97%A5%EF%BC%88%E5%85%A8%E6%96%87%E4%BF%AE%E6%AD%A3%EF%BC%89 (last visited Mar. 8, 2018).  id.  Intellectual Property Court of Taiwan Case No.38 (2014); see also Intellectual Property Court of Taiwan Case No.24 (2017); Chung-Lun Shen, Taiwan Supreme Court to Clarify Distinction between Patent Damages and Unjust Enrichment: Koninklijke Philips N. V. v. 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D-Link,Competition Policy International, CPI Antitrust Chronicle, (1) (2015), available at https://ssrn.com/abstract=2669269 (last visited Mar. 29, 2018), see also Huntern Shu, Determination of royalties in Ericsson v. D-Link, Science & Technology Policy Research and Information Center (STPI) (2015), http://iknow.stpi.narl.org.tw/post/Read.aspx?PostID=10945 (last visited Mar. 29, 2018).  Prism Technologies LLC v. Sprint Spectrum L.P., No.16-1456 (Fed. Cir. 2017).  GINSBURG, KOBAYASHI, WONG-ERVIN & WRIGHT ET AL., supra note 19.  Id.  Fair Trade Act §7.  Norman V. Siebrasse &Thomas F. Cotter, A New Framework for Determining Reasonable Royalties in Patent Litigation, FLORIDA LAW REVIEW, 68 (2016), available at : http://scholarship.law.ufl.edu/flr/vol68/iss4/1 (last visited Mar. 29, 2018).  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Wright, The Goals of Antitrust: Welfare Trumps Choice, FordhamLAW REVIEW, 81 (2013), available at https://ir.lawnet.fordham.edu/flr/vol81/iss5/9 (last visited Mar. 11, 2018).Intellectual Property Management Standards of Taiwan: Development and the Status Quo
Oct/30/2006 I. Intellectual Property Management among Taiwanese Firms: Status Quo and Problems 1. Current status of management of intellectual properties among Taiwan-based enterprises Way from Taiwan's participation into World Trade Organization (WTO) effective January 1st, 2002, huge impacts have been brought upon our domestic enterprises, since, apart from competition coming from giant international manufacturers, they have to meet challenges coming from elsewhere in the world. Besides, the arrival of a time when knowledge became an integral part of the economy in which we find ourselves, profits realizable to an enterprise depends largely on the control of market and on R&D of key technology, such that intellectual property alone is a sure key to the earning of profits and growth of modern enterprises to which admirable economical worth may be created commensurably. Intellectual properties owned by the enterprise should make it such that corporate know-how is thereby transformed into marketable commodities to stand in a viable position among competitors. An overall observation of the management system in our domestic enterprises or organizations indicated that management of intellectual properties is scattered among Education or Training units, R&D units, Legal Service Units, rather than detitle with collectively or through flow control. Management of intellectual property as such by and large would fail to produce immediate or admirable benefits to the enterprise, serving at most to avoid occasioning of losses, in fact and indeed it is but through strategic exploitation of an intellectual property management system would it be possible to pursue a share of the market or to realize licensed proceeds. 2. Problems facing domestic enterprises with respect to management of intellectual properties Renowned firms based in Taiwan and active in the prosecution of management of intellectual properties do so primarily because their executive realized how grave a loss could be incurred to corporate assets and corporate operation due to infringement charges, Taking the infringement charge by an alien firm against a certain domestic firm early January, 2006, for example, to reach a compromise a payment amounting to approx, US$85,000,000 was necessary, and that claiming a share of 10% of the Company's annual revenue, that lesson has taught the Company to pour mass resources in the establishment and execution of intellectual management system. In the Knowledge-based Economy of today, no top management of any enterprise or organization would deny the importance of the management of intellectual properties, understanding alone, however, would not suffice to push the Company getting to work forthwith, because the buildup of an intellectual property management system will of necessity incur a lot of costs, seeing the want of possibility to obtain any investment return all at once, most enterprises or organizations would have their intellectual property management systems designed essential to prevent infringement upon other part's intellectual properties. Notwithstanding that our local manufacturers have gradually come to their senses as regards the importance of intellectual properties, larger scale ones, confronted with cutthroat pricing competition in the global market, is largely harassed with litigation on infringement of intellectual properties; whereas the medium and small businesses, owing to inadequate manpower and funding resources, were largely unable to go for in-depth development of intellectual properties, still, a key to consistent development of our local industries lies in a sound planning of the intellectual property management system, amid the current of the Knowledge-based Economy featuring the 2lst century, the creation and protection of intellectual property rights is a critical index to the upholding of our national competition. So top issues on the agenda for competent authorities in charge of industrial sectors include; assisting local businesses or organizations to implement systematic management of intellectual properties, to retain, accumulate intellectual properties produced by its employees and convert same into intellectual assets, to thereby upgrade their competitive margin, this chain of efforts must be formed in a grand cycle encompassing all the staff, to stand firm and last. II. Formation and orientation of Taiwan's standards on management of intellectual properties 1. The origin of Taiwan's regulation of the standards on management of intellectual properties Impacts brought to local industries in the wake of Taiwan's participation in WTO have taught both the Administration and the Industry to realize, in the long run, that protection of intellectual strength and exploitation of intangible assets can redound much to build up competitive margin, Now that our nationwide economic and trade activities have entered global, international scale, the number one issue is to emphasize protection of intellectual properties if only it accounts to move further into transnational frontier and let our national competition be felt there, what's more, protection of intellectual properties is an obligation laden upon all the member states of WTO, and that consistent with our national interests Yet protection of intellectual properties is a comprehensive, integrally interrelated task demanding nationwide consensus, calling for unreserved cooperation across governmental, civil, administrative and legislative channels, if only any effect to be expected accounts, yes indeed it is but through an environment propitious to the safeguarding of intellectual properties can R&D tank go deeply rooted in this country, therein lies rightly a sure key to permanent survival of our nation at large. The buildup of a convenient, effective and low-cost intellectual property management system in lieu of discrete controls seen traditionally in our local enterprises or organizations, will help the enterprises to effectively control and safeguard their intellectual properties, and that sub serving to protect their proper interests, reduce risks of theft, and restraint from encroaching upon the intellectual properties of third parties, besides, roytitleies through licensing arrangement will redound to corporate revenue, that paralleled with boosted marketing competition, intellectual properties protected and exploited as such will mark a resounding foundation for lasting development in our times where know-how alone is the king. The foreground being recited above, in 2003 and 2004 the Intellectual Property Office, a department of the Ministry of Economic Affairs (IPO for short), appointed Science and Technology Law Center, a unit under Institute for Information Industry (STLC for short), to establish an intellectual property management system suitable for local enterprises (Then known as “Intellectual Property Management System Standard”, in the hope that by the implementation of standardized intellectual property management procedure and promotion of same, local enterprises may remain less likely to getting involved in infringement charges, among other benefits foreseeable with exploitation of properly owned intellectual property rights. 2. Orientation of Taiwan's intellectual rights standards On December 9, 2004, the Ministry of Economic Affairs held a Conference on “Deliberation on the instituting and promotion of standards for the management of intellectual properties of Taiwan”, whereat a resolution was reached to work for Taiwan Intellectual Property Management System basing on the Intellectual Property Management System Standard proposed by STLC under trust for Intellectual Property Office, eventually it is hoped that through national standard certifying processing said Intellectual Property Management System Standard be instituted as our National Standard, to build up a nationally acknowledged credibility. Enterprises would then be encouraged to introduce for themselves a certifying mark once entitled through certification, and efforts will follow to see that the Intellectual Property Protection System be instilled in day-to-day realities, the whole system would by then be promoted internationally so that the image of our nation as an active protector of intellectual properties will one day be known to the world at large. However, as it will take years to have a national standard institutionalized, moreover, the enterprises at large are not sufficiently informed with the notion of the management of intellectual properties, the first step might well be to build up an Intellectual Property Management System Rating Scheme, to be followed with specification of supplemental procedures, and the same on completion, be recommended to the industry circle, and progression to applying for national standard would begin only if extensive consensus is obtained in the first place, paralleled with correlation with international realities, After the task was transferred to the Industrial Development Bureau of the Ministry of Economic Affairs (IDB for short), in 2005, it was reoriented to the positioning of industrial specification, that anyway helps local enterprises or organizations to build up a wholesome intellectual property management system. To adapt to industrial convention respecting specifications, the Intellectual Property Management System deliberate herein is named “Taiwan Intellectual Property Management System” (TIPS for short). The TIPS which is in the charge of the IDB is indicated for autonomous introduction by individual enterprises or organizations, in the hope that a systematic model for the management of intellectual properties would help correlate existent hardware facilities with ad hoc Intellectual Property Management so that a convenient, effective and low-cost management system be easier founded for the enterprise or organization concerned, in place of traditional trivial, random management practices 3. Process of formation of Taiwan intellectual property management standards While the establishment of Intellectual Property Management Standard was still in progress for the STLC, there was already lots of matured management standard system among international communities for consultation, including, for example, the ISO Quality Management System. So eventually in 2003, 2004, the Intellectual Bureau encrusted the STLC to analyze the ISO9001:2000 Quality Management System in terms of its spirits and structures, and to look into the possibilities for combination with Intellectual Property Management as well, so that, in the affirmative case, what needs be done is to work out an Intellectual Property Management Standard to which all kinds of business and industry may fit, and that will help to achieve procedural flow, efficiency and standardization all at the same time. The ISO9001:2000 Quality Management System is a standard established by ISO (International Organization for Standardization), and which is currently a Quality Management System running around the world. In the year 2000 ISO combined through amendments of ISO9001, ISO9002 and ISO9003 published titleogether in 1994, to form ISO 9001:2000. ISO 9001:2000 since replaces all the previous standards and stands as the only and sole standard for certification, featuring emphasis on the consolidated functioning of Quality Management Systems and the target for comprehensive Quality Management. The ISO 9001:2000 based the entire system structure on PDCA Management Cycle (Plan-Do-Check-Action), way up from the Management Level, setting corporate quality policies and targets as dictated by customer needs, whereby planning of corporate resources is decisive in production and service outputs, what with measuring and monitor mechanism to persistently improve functioning of the entire quality system. With respect to various operational procedures in an enterprise or organization, a four-step PDCA comprising: (1) Plan, whereby quality policy is formulated; (2) Do; (3) Check, as to the outcome of what has been done; and (4) Action, corrective and preventive by nature; will intervene to help resolve problems as they arise and hence, achieve the targets. Abiding by aforementioned PDCA model, the STLC will firstly incorporate the Intellectual Property Management Standard into ISO 9001:2000 Quality Control System, thence consult the ISO system structure to split into 0 to 8 units: General Description, Scope of Application, Reference Standards, Definitions, Intellectual Property Management System, Management Commitment, Resource Management, Procurement, of Intellectual Proprieties, efforts as such should help the enterprises to promptly set up hard environments necessary to the management of corporate intellectual properties, and make the STLC easier in lending a hand to facilitate substantive functioning of corporate intellectual property management systems. Intellectual Property Management Standards incorporated to ISO system will prove more structurally effective, and help the enterprise to rapidly lay a foundation for the management of their intellectual properties, so that hopefully they may more effectively manage, make use of their intellectual properties, whereby to fortify their competitive margin, so that in the long run the overall international competitive margin of our industries is upgraded. A common goal for the design and setup of intellectual property, management standards lies in searching for the maximum possible assent from the industrial society so that an auditing or certification platform be created to benefit the intellectual property management system that is working for any enterprise or organization in this country, in order for such systems one by one will necessarily conform to prescribed standards, minimum requirements from given organizations or stipulated in statutes inclusive, not to mention the ultimate goal of better protection and exploitation of intellectual properties, in a lawful and satisfying manner. However, as yet no consensus has been reached as regards the establishment of a national standard respecting management of intellectual properties, yet there is still a need for management of intellectual property rights among local enterprises or organizations, to offer the utmost assistance possible to them all, the Ministry of Economic Affairs has taken the initiative to revise what was once Intellectual Property Management Standard into Intellectual Property Management Specifications, and such is positioned as an industrial specification. By instructive posture, subjects considered suitable to accept said Intellectual Property Management Specifications include all kinds of organizations irrespective of their category, scale, products or services offered. Even units or ad hoc groups in a given organization may qualify for inclusion, including, for example, a company in its entirety, or a specific division of that company, a laboratory or production program. 4. Anticipated Benefits That the IDB is sparing no effort in the preparation of Intellectual Property Management Specifications is underlined with multiple objects, to offer a unified structure for the management of measurable intellectual properties, to help enterprises simplify their procedures of management of intellectual properties, to enlighten the object enterprises or organizations with the understanding and what to expect from an Intellectual Property Management System. If only management of intellectual properties is incorporated into routine operation of an enterprise whatsoever, and that concept spread afar internationally, that would certainly help to build our national image as a country that is brave enough to initiate protection of intellectual properties. In the mean while, with ever increasing demand for the setup of intellectual property management systems, a reality as such in the foreground, a good chance is struck to enlarge the service market or intellectual property management services emanation from Taiwan, and that sub serving to the development of know-how service industry, a surplus for the service industry by any rate. An enterprise or organization by the establishment of intellectual property management system may expect the following benefits; Increased competitive strength and creation of additional value. Once an Intellectual Property Management System is there, the facilitation to maximize intellectual properties will redound to corporate competition, while help creation more of additional value. Taking our sports implements industry or the vehicle lights manufacturers in Taichung area for example, intellectual properties are present in the products and in the production process as well, to make available diversified options for the purchasing parties, thereby greatly enhancing additional value to the products, interpreted to mean more profits realizable over pure OEMs. Avoidance of vicious cycle, increased will to placement of purchasing order. If only optimum use is made of intellectual properties such that they are represented in the products, in the process or even in the technology itself, Taiwanese manufacturers who are basically OEMs may avoid the painful dilemma of vicious competition, and may even make it may avoid the painful dilemma of vicious competition, and cay even make it for overseas buyers to be core willing to place orders, Taking again as an example a TIPS induced manufacturer, 2005, the Universal Scientific Industrial Co., Ltd., after the USI has built internal intellectual property management system pursuant to TIPS specifications, alien clients on the point of placing orders may very soon be adequately informed with the model the USI takes respecting their management of intellectual properties, satisfied that the products being purchased are largely safe from infringement of other's proprietary rights, the alien buyer may be willing to place more and greater orders. Reduced management costs, creation of greater profits. Most Taiwan-based medium and small businesses are far from being able to input mass manpower or material resources simply to build up systematically structured intellectual property management system. The meaning of introducing TIPS specifications lies simply in the close embodiment of existent hard equipments with management of intellectual properties for any intending enterprise whatsoever, so that a full set of convenient, effective and low-cost management may come into being in lieu of random and discrete management practice which has been the case for years or even for generations. Obvious benefits with such an arrangement include protection of proper interests, preclusion of encroachment upon the proprietary rights of third parties, and perhaps the possibility of granting licensing arrangements to earn roytitleies for the company. III. Implementation of Taiwan Intellectual Property Management Standards: History and Current Situation From 2006, the way to promoting the Intellectual Property Management System is prosecuted in the form of specifications submitted to industries in the hope that industries would establish their own intellectual property management systems using such specifications, through systematic flows, efforts as such should help to boost corporate competition, and the keynote has therefore shifted from once where it was, that was, verifying if a given industry had introduced and honestly follow specified Intellectual Property Management System against given standards. What follows below is a phase-wise account of the history of implementation of Taiwan's Intellectual Property Management Standards: 1. Trial Phase Emphasis placed on Intellectual Properties following Taiwan participation in WTO has driven the IPO to appoint the STLC to formulate a full set of standards for the management of intellectual properties based on a structure and morale embodying ISO 9001:2000 Quality Control Systems, and the same intended for trial introduction into local industries in addition to personnel training and promotion purposes. In this phase important businesses on the agenda include: To launch the institution, the intellectual property management standard will be firstly introduced into three manufacturers beginning in 2004, whereby manufacturer's comments collected in the counseling process will turn to account for reference for amendment considerations respecting said Intellectual Property Management Standard, with outcome of the introduction serving as a model for other manufacturers. As regards promotion, suitable promotion scheme will be put into effect to introduce Intellectual property Management Standard to enterprises or organizations to which predecessor experiences will be supplied as well, whose newly gained experiences would be shared among other enterprises for reference in Outcome Sharing Party activities. As regards counseling input, there have been 3 manufacturers in 2004, Asia Optical Co., Inc., Cheng Uei (Foxlink) Precision Industry Co., Ltd. and HiTRUST Inc., receiving trial introduction of Intellectual Property Management Standard whereby each has had their own Intellectual Property Management System established. As regards personnel training, seeds have been chosen who, after having received training on relevant curriculums, betook themselves to assisting enterprises or organizations introducing Intellectual Property Management Standards, this in turn benefits the seeds with on-job experiences such that they turned out better prepared to demonstrate counseling, assessment capabilities in the face of future promotion tasks, As regards R&D tasks, consistent brainstorming for the working of supplemental or operating procedures necessary for the promotion of Intellectual Property Management Standards, prepping up comprehensive implementation programs based on experiences accumulated over practical and personal involvements. 2. Demonstrative Introduction Phase Since promotion task is passed to the IDB in 2005, efforts to institute Intellectual Property Management Standard switched to introducing Intellectual Property Management Specifications where the top concern is to be helpful for the industries concerned. On the basis of as is Intellectual Property Management Specifications and prep up verification mechanism; Seen in the result of institutional promotion, out of stipulations and regulations conditioning the promotion of intellectual property management system that is persistently deliberated by the STLC on behalf of the IDB, a total of 11 documents nave been released pertinent to supplemental procedures and relevant date, plus up to 10 errands comprising reviewing of statutory provisions and effecting of major amendments. As regards promotion efforts; done are printing of notes on application of counseling services, brief introduction of Intellectual Property Management System, Specification of Intellectual property Management System, Paragon of Management Handbook and Guide to Assessors. Promotion efforts were consummated in 3 promotion seminars which took place in the north, central and southern part of Taiwan respectively, also done is an outcome share party where the protagonist is paragon manufacturer introducing the system in question; cooperation has been an event with Economic Daily News which has given an in-depth coverage on paragon counsel case. Forum on the media Economic Daily News whereat reputed scholars on intellectual property issues and experts in practice, such as Professor Ming-Yan Shieh of National Taiwan University, Professor Chung-Jen Cheng of Shih Hsin University, have been attending. As regards counseling for introduction, a total of 8 middle or smaller businesses have been successfully counseled into introduction for exemplification purposes in 2005, they are: Yulon-Nissan, Asia Optical Co., Inc., Advanced Connectek Inc. (ACON), Meifu Technologies, Universal Scientific Industrial Co., Ltd. (USI), Cycling & Hetitleh Tech Industry R&D Center (CHC), Apex Nanotechnology Corporation, and AURORA Office Automation Corp. 4 counsel execution meetings have been held, plus one Pre-assessment Seminar, on-the-spot written evaluation has been conducted with respect to 8 exemplary induced manufacturers. As regards personnel training, a total of 98 person-rounds have benefited under training programs encompassing: induction seeds, internal auditors, exemplary counselors, reserved seeds. 3. The Weighted Promotion Phase Following conclusion of infrastructural consolidation in 2005, diagnostic service was given to have a close check on existent intellectual property management system that was working in enterprises and organizations, this effort in concert with experiences accumulated through exemplary inducement, in 2006, in order to find out actual needs against differentials in place for promotion and rectification of the specifications in use of the management of intellectual properties: Institutionally, way from 2006 the unified designation “Taiwan Intellectual Property Management System” (TIPS) will apply as a common technical specification in sectors including: industry, government, schools, R&D interests, Follow-up promotion tasks will continue in the form of a team comprising interested scholars, experts invited by the grace of the Industry Bureau, in charge of strategic planning, execution, supervision, and literature screening. As regards promotion and propagation, in 2006 it is largely through self-assessment and evaluation, to which participation is on a voluntary basis with notices served on induced enterprises of organizations, To spread afar the inducement movement so that more and more people are adequately enlightened with what is all about TIPS, a total of 3 instruction seminars have been sponsored in the north, central and south to go pursuant to the inducement experience concluded in 2005, plus several occasions of manufacturers’ conceptual exchange meetings. As regards counseled inducements, a total of 30 manufacturers have benefits under the TIPS diagnostic service as offered, they are: Tatung Co., Taiwan Design Center (TDC), King Car Industrial Co., Ltd., Systex Corporation, National Nano Device Laboratories (NDL), National Center for High-Performance Computing (NCHC), Chi Mei Frozen Food Co., Ltd., Eastech Electronics (Taiwan) Inc., Lee Chi Enterprise Co., Ltd., WisTek, PRIT Biotech Co., Ltd, Intech Taiwan Corporation, Yeastern Biotech Co., Ltd., Yangsen Biotechnology Co., Ltd., Apex Biotechnology Corp. (ApexBio), Taiwan Electric Voice Co., Ltd. (TEV), Gewise Industrial Inc., SportsArt Industrial Co., Chien Yuan Food Chemicals Co., Ltd., Unicare Biotechnology Corp., Tek Maker Corporation, Chi Lin Technology Co., Ltd., Ihetitleh Co., Ltd., A3000 System Co., Ltd., Standard Chem. & Pharm. Co., Ltd., Jwo Ruey Technical Co., Ltd., Omni Hetitleh Group, Alinc Taiwan Co., Ltd., Marie International Co., Ltd., S.Z.S. Co., Ltd., each of them outstanding and highly revered in their respective field of avocation. From them 5 manufacturers have been chosen to account for exemplary TIPS inducement cases, these are: TDC, King Car Industrial Co., Ltd, Systex Corporation, Yeastern Biotech Co., Ltd., SportsArt Industrial Co., to demonstrate how the recommended Intellectual Property Management Specification works in reality, As regards personnel training services: one round of Tips inducement trainee course and one round of TIPS self-assessment trainee course have been sponsored to benefit a total of 91 person-rounds 16 professionals have been entered on registration as counselors, one round of assessment commissioner pre-task seminar has been sponsored. IV. Outlook of Future Planning Based on the consensus reached in “Conference to Work for the Instituting and Promotion of Taiwan Intellectual Property Management Standard” sponsored by the Ministry of Economic Affairs, universal promotion of the intellectual property management system will be implemented continually in phases so that same may be introduced to industries different in scale or fields of interest with more flexibilities, comprising both enterprises and organizations: Institutionally, specifications will adapt to the scale and classification of the industry concerned, with possibilities to allow for the planning of simplified versions and industry-specific versions, besides, the introducing of TIPS specifications will inevitably incur the necessity of integrality with existent ISO systems, owing to limited timing allowed for counseling intervention, the Industry Bureau will firstly strive for the buildup of TIPS with as many as possible manufacturers. Embodiment of ISO with TIPS is a precondition to introducing the latter, since ISO is an internationally recognized standard, in so far as TIPS fails to be combined with ISO, to target industries the inducement task is always a mission impossible, As regards promotion and propagation, the government is planning to qualify industries to which the suggested intellectual property management system has been introduced successfully as eligible for extra score when they go applying for benefit under Creative R&D Counsel Plan, or for favorable terms in closing same plan, this as an incentive to induce more manufacturers, Being considered is the editing of Inducement Manual which would include introduction of exemplary cases, exemplary inducement procedures, to help build up interchange of inducement experiences among manufacturers, More concrete encouragement means will be offered to pilot manufacturers who are willing to set themselves as paragon in the inducement movement, and manuals disclosing governmental resources relevant to the issue of intellectual properties will be compiled for manufacturers' reference; sponsoring promotion seminars addressed to specific group of manufacturers, whereat pilot manufacturers will give an account of their own initiation experiences. As regards inducement counseling, a review of the background of manufacturers to which TIPS has been introduced will yield the notion that most of our traditional industries or medium and small technique R&D oriented concerns fell short of the manpower and experience necessary for management of intellectual properties, so they very much need and wish that the government assist them to build their own Intellectual Property Management System. To alleviate cost burden on the intending enterprises or organizations, being envisioned is enlargement of scope of reach of services in coordination with e-mail dominant autonomous verification system, phase-wise inducement mode may be introduced eventually to help reinforce the autonomous verification software capabilities, and to assist induced plants in operation. Currently the target is set at reaching titleogether 300 manufacturers who are able to run autonomous verifications under TIPS by the year 2008, meanwhile 50 rounds of TIPS external assessments are completed for the manufacturers and titleogether 120 clients having received TIPS diagnostic services. As to personnel training, being continually sponsored are training courses, under planning are certifying training agency buildup programs so that the training service may spread wide afar, by the year 2008 a total of 280 TIPS professionals will have been turned out due to training efforts; it is believed that more individuals would be attracted by appealing on the importance of intellectual properties with respect to corporations and individuals alike, so as to prolong and spread benefits by reason of resource input. As regards R&D progressions, as incessant improvements, researching efforts are indispensable to the buildup of impeccable intellectual property management system; current status of intellectual property management among local industries will be surveyed persistently in parallel with studying of present status of intellectual property managements around the world. It is hoped that through personnel training, what with publication, exchange and transmission of experiences accumulated with intellectual property management system or institutions, incessant improvement of intellectual property management system, setup of evaluation scheme respecting and so as to make more wholesome intellectual property management systems, the day will come sooner for “Wholesale and universal institutionalization of generalized intellectual property management systems across the manufacturers, legal persons, consortium in particular, researching institute throughout Taiwan” to come true. V. Conclusions: A Reliable statistic source in 2006 claimed that the percentage of commercialization by local manufacturers to whom patent rights have been granted against application is merely 0.3%, which figure is 10 times behind the corresponding average in international communities, the latter being 3% It is advisable for our manufacturers to realize that innovation and intellectual property management are independent of capital resources, management subsequent to the acquisition of patent privileges must never go slow or put aside. The prime object of implementation of TIPS by the government is to push for universal buildup of intellectual property management system so that local manufacturers whose interests are associated therewith may best exploit as well as protect their properly owned intellectual privileges thanks to subsequent relevant planning, that they be alerted to application of patented rights once granted to them. For any enterprise or organization to establish their own intellectual property management system after TIPS, they will have to understand in the first place their own strengths and weaknesses and orientation for future operations, they will then fix defined policy and corporate objective, and that supported by the top management level, the next step, is to decide as to whether an ad hoc unit be installed by taking into consideration corporate scale and resources, or if it is more desirable to commission intellectual property management to outside concerns. Creation of intellectual property depends upon the character of corporate products, the setup of an intellectual property management system is meant to manage the creation, up keeping and application of intellectual properties, the training mechanism functions to promote conceptions about intellectual property by instilling same among corporate employees, concrete safety guarding measures are required to physically protect intellectual properties. Safeguarding operations to provide protection of intellectual properties must be checked periodically, the PDCA model will intervene to appropriately amend both policy directive and systems of intellectual properties so that the system may best achieve its intended purposes by incorporating the auditing, accounting and financial management of intellectual properties at the same time. Fair and just verification scheme will be built to verify what happens to an industry to which the system has been introduced for some time, so that the industry may remain alert as to where it stands in the system; the need for counseling services arising as a result of corporate aspiration to pass evaluation will help create a market of counseling service addressed to service industries intending to offer systematic management services to needy clients, Then corporations or organizations will sooner pay more attention to the management of intellectual properties, while knowledge service industry will develop and prosper in like measure, the causes interacting with each other to bid birth to more innovation and growth, and Taiwan is brought closer and closer to fulfilling its affectionately nicknamed designation: Intelligence Island.The Demand of Intellectual Property Management for Taiwanese Enterprises
Science & Technology Law Institute (STLI), Institute for Information Industry has conducted the survey of “The current status and demand of intellectual property management for Taiwanese enterprises” to listed companies for consecutive four years since 2012. Based on the survey result, three trends of intellectual property management for Taiwanese enterprises have been found and four recommendations have been proposed with detail descriptions as below. Trend 1: Positive Growth in Intellectual Property Awareness and Intellectual Property Dedicated Department/Personnel, Budget and Projects 1.Taiwanese enterprises believe that intellectual property plays an important role 74.18% of Taiwanese enterprises believe that intellectual property can increase economic value and 58.61% of those believe that it can effectively prevent competitors from entering the market. Source: created by project team members Graph 1 The benefit of intellectual property for the company 2.Taiwanese enterprises increase investment in the dedicated department and full time personnel for intellectual property Nearly 80% of listed and OTC companies set up full time personnel for intellectual property and over 50% of those have established dedicated department to handle its business that is higher than 30% in 2012. Source: created by project team members Graph 2 Specialized Department or personnel for intellectual property by year 3.Taiwanese enterprises plan budget for intellectual property each year 81% of respondent companies plan certain budget for intellectual property each year. Among the expenses items, the percentage of 90.95% for intellectual property application is the highest. Next are 58.29% for inventor bonus payment and 56.28% for intellectual property education training. Source: created by project team members Graph 3 Taiwanese enterprises plan budget for intellectual property each year Trend 2: Insufficient Positive Activation for Intellectual Property 1.Interior intellectual property personnel is seldomto be involved in the core decision making in Taiwanese enterprises Based on the importance and difficulty of intellectual property, most items in the area of high importance and difficulty are demand of professionals and practical experiences (e.g.: lack of interior talent, do not understand international technology standard and specification, lack of platform to obtain experiences and cases). Only application time is for administrative procedure of Intellectual Property Offices. Therefore, it is known that intellectual property department of respondent companies lacks experienced talents. Source: created by project team members Graph 4 Importance and difficulty of intellectual property In addition, most of the jobs of intellectual property personnel are “keeping close cooperation and communication with R&D department”, “coordinating issues relevant to intellectual property between departments” and “keeping close cooperation and communication with marketing or sales department” instead of “R&D strategy involvement” and “marketing and operation strategy involvement” (see Graph 5). Therefore, it is demonstrated that the work of intellectual property personnel is mainly for providing coordination and assistance to other departments other than corporate strategy with intellectual property as basis. Maybe it is the reason for insufficient activation and lower investment of intellectual property in the business. Source: created by project team members Graph 5 The job of intellectual property department or personnel 2.Insufficient positive activation for intellectual property in Taiwanese enterprises It is shown that 60% of firms are without and did not obtain technology transfer (among which the traditional manufacturing sector has the highest percentage). 22.95% of firms are without but obtained technology transfer and 4.51% of those are with but did not obtain technology transfer. In addition, most of the jobs of intellectual property are administration other than activation such as treatment of authorization contract and transaction and sending warning letter of infringement. Therefore, it is assumed that intellectual property is not the key for profitability in the business. 3.Taiwanese enterprises with higher R&D expenses ratio intend to have more positive activation of intellectual property Although the entire firms are not positive for activation of intellectual property, it is found that enterprises with higher R&D expenses ratio (the ratio of R&D expenses / total operating expenses is higher than average) intend to have more positive activation of intellectual property. For example, intellectual property department with higher R&D expenses ratio involves more in the decision making of R&D strategy in the business. Compared with the enterprises with higher R&D expenses ratio, the enterprises with lower R&D expenses ratio also has higher ratio in the absence and failure of technology transfer. (see Graph 6) Source: created by project team members Graph 6 Presence and achievement of technology transfer in the different sector 4.Most of Taiwanese enterprises R&D on their own so to lack of introduction experience of external R&D results Among the survey, nearly 90% of firms R&D each item on their own except the copyright part with lower percentage of 78.5%. 15.89% of it is from outsourcing development and 13.08% of it is from authorization. In addition, the outsourcing development and authroization of invention patent part have higher percentage which is 17.34% and 15.61% respectively. However, the speed of self R&D can’t meet the speed of product elimination nowadays. Therefore, under global open competition, corporate may try to cooperate with universities and research institutions to speed up R&D progress. Table 1 Source of Intellectual Property Right Source: created by project team members Further, among the services s that corporate ask for assistance from government, there are high demand for promotion of cooperation between industrial, academic and research sectors as well as assistance provided by academic and research institution to enhance corporate’s R&D ability. Based on this, it is clear established that a smooth access can help enterprises to cooperate with academic and research institutions for R&D instead of doing it on their own. Source: created by project team members Graph 7 The Government Policy for Intellectual Property 5.Taiwanese enterprises focus only on patent and trademark but ignore trade secret and copyright From the intellectual property items enterprises possessed each year, it is found that trademark has the highest percentage (over 80% for four-year average) and next items are invention patent and utility model patent. The awareness that corporates have on intellectual property is only limited to patent and trademark. They overlook that their core ability may be protected by trade secret and copyright. Source: created by project team members Graph 8 Owned IP right Trend 3: Increasing Demand on International Intellectual Property Service 1.The overseas intellectual property risk Taiwanese enterprises faced greatly varies from sectors Among the 2015 survey, 85% of respondent firms developed to overseas. Under which the highest percentage is 79.81% for overseas sale then 56.25% for self-establishment of overseas factory for manufacturing. Furthermore, the percentage of outsourcing in traditional manufacturing sector is the highest than that of other industries which 77.36% of traditional manufacturing firms established overseas factory for manufacturing. The percentage of overseas sale in pharmaceutical and livelihood sector is 91.3% and slightly higher than that in other industries. The result shows that different industry will select different overseas development strategy based on its sector characteristics and R&D difficulty. Source: created by project team members Graph 9 The overseas intellectual property risk As a whole, the highest risk that might be occurred from enterprises developed overseas is leakage of trade secrets. Next risks are 47.12% for being accused of product infringement and 42.31% for patent being registered. Further, the risk control greatly varies from different sector. The risks that industry and commerce service sector regards are quite different from other sectors. For example, its risk of dispute of employee jumping ship or being poached which accounted for 50% is higher than that of other sectors. In addition to the three common risks mentioned above, information and technology sector believes that there might be risk of patent dispute which accounted for 35.29% and is higher than that of other sectors. Source: created by project team members Graph 10 The overseas risk control which might be occurred by enterprises 2.The most dissatisfied part that Taiwanese enterprises have to the intellectual property outsourcing service is insufficient experiences on the treatment of international affairs Based on the 2012 and 2013 data, the too expensive fees is the primary factor that intellectual property outsourcing service didn’t meet the demand. However, from the 2014 and 2015 survey result, the experiences on the treatment of international affairs became the primary factor. It is shown that enterprises increase demand for international intellectual property work but current services from providers can’t satisfy it. From survey data, it is found that different sector has different demand on overseas development. Among which the pharmaceutical and livelihood sector has higher demand on the management of overseas trademark use, investigation of overseas infringement risk, contract of overseas patent authorization, contract of overseas trademark authorization, contract of overseas technology transfer and contract of overseas mutual R&D (See Graph 11). Source: created by project team members Graph 11 The outsourcing professional resources unsatisfied with demand – annual comparision Recommendation 1: Taiwanese enterprises shall build intellectual property creation strategy based on a variety of intecllectual property rights Enterprises may apply for patent, trademark, trade secret and copyright. For instance, brand management can be conducted with trademark and copyright and core technology or service can be protected by patent and trade secret instead of using trademark or patent alone as primary strategy. Recommendation 2: Provide Taiwanese enterprises with assistance of overseas intellectual property consultation 85% of respondent firms have overseas business which greatly varies from different sector so to accompany with different overseas intellectual property risk. Therefore, government may provide enterprises with the information of overseas intellectual property and even real time consultation services of overseas intellectual property risk which is the requirement to be satisfied immediately. In addition, the actual overseas intellectual property demand of enterprises can be found through this introduction of consultation services. To satisfy enterprises’ demand, service providers may need to improve their ability together. Recommendation 3: Build cooperation access of industry, academics and research to assist Taiwanese enterprises to enhance R&D ability Under the fast-evolved and competitive environment, enterprises shall not only depend on their own R&D. Moreover, they shall leverage the R&D result of academic and research institutions to improve so to make subsidy of those institutions from government have real impact on them. Therefore, there is demand of cooperation between industry, academics and research. The cooperation access between them should be built to achieve synergy of R&D. Recommendation 4: Experienced professionals of intellectual property are requried to be cultivated and demand of intellectual property human capital is needed to be expanded for Taiwanese enterprises Enterprises lack of experienced professionals of intellectual property. This demand could be satisfied only through on-the-job training for large personnel other than new graduates of department of intellectual property. Furthermore, enterprises can make department of intellectual property contribute its professional services into R&D and marketing strategy through design of organization work procedure to reduce risk of intellectual property they have to face.