Executive Yuan Yuan Promoted “Productivity 4.0” to Boost Global Competitiveness

Executive Yuan Yuan Promoted “Productivity 4.0” to Boost Global Competitiveness

1.Executive Yuan held the “Productivity 4.0: Strategy Review Board Meeting” to boost industrial transformation

The Executive Yuan held the “Productivity 4.0: Strategy Review Board Meeting” on June 4-5th , 2015. The GDP per capita of manufacturing and service industries, including machinery, metal processing, transportation vehicles, 3C, food, textile, logistics, health care, and agriculture, are expected to be over 10 million NT dollars by 2024.

This meeting focuses on three topics: Productivity 4.0 industry and technology development strategy, advanced development strategy on advanced manufacturing and innovation application, and strategy on engineering smart tech talents cultivation and Industry-academic Cooperation. The three main themes to be used to put the advanced manufacturing into force are smart automation and robots, sensing and control technologies from Internet of Things (IoT), and technologies used in analyzing the big data. As a result, the digitalization of small- and medium-sized business and smart operation of big business are as the cornerstones to build service-oriented systems and develop advanced manufacturing in R.O.C.. Facing challenges of labor shortages and aging labor forces, the Executive Yuan is planning to implement “Productivity 4.0” to stimulate the process of industry transformation of value-added innovation and provide new products and services in global market.

In implementing the above-mentioned policy goals, the Executive Yuan is planning three directions to be followed. First, global competitiveness is depended upon key technologies. As OEMs, manufacturing industry in R.O.C. is unable to provide products of self-owned brand and is vulnerable while facing challenges from other transnational companies. Second, the Premier, Dr. Mao Chi-kuo, made reference of the bicycle industry’s successful development model as an example for the Productivity 4.0 “A-Team” model. Through combining technologies and organizations, the aim is to build competitive supply chains across all the small- and medium-sized business. Finally, the new skills training and the cultivation of talents are more urgent than ever before. While technical and vocational schools, universities and postgraduate studies are needed to be equipped with sufficient fundamental knowledge, those already in the job market have to learn the skills and knowledge necessary for industrial transformation so that they could contribute their capabilities and wisdom for Ourfuture.

2.Executive Yuan Approved “Productivity 4.0 Initiative” to Promote Industry Innovation and Transformation

The Executive Yuan has approved the Productivity 4.0 Initiative on September 17, 2015. Before its approval, the Office of Science and Technology (OST) gave a presentation on the Draft of the Productivity 4.0 Initiative on July 23, 2015 detailing the underlying motives behind the program. Confronted with the challenges our traditional industries and OEMs meet, including labor shortages (the national laboring population ranging from age 15 to 65 has seen a substantial decrease of 0.18 to 0.2 million annually) and a aging labor force, the the Productivity 4.0 Initiative sets the directions for industrial development tackling these issues through six main strategies: enhancing and fine-tuning flagship industries’ smart-supply-chain ecosystems, encouraging the establishing of startups, localizing production and services, securing autonomy in key technologies, cultivating practical and technical talents and injection of industrial policy tools.

After hearing the presentation on the Initiative, the Premier, Mao Chi-kuo, made reference to the core ideas of the Productivity 4.0 Initiative in his concluding remarks. “The core concept of the Productivity 4.0 Initiative is to propel R.O.C. to a pivotal position in the global manufacturing supply chain by capitalizing on the nation’s core strength in industrial technology, while fostering an outstanding work environment stimulating synergy between employees and automotive systems in order to cope with R.O.C.’s imminent labor shortage,” Mao said

Also focusing on the Productivity 4.0 Initiative, the Premier gave a keynote speech titled ‘Views on the current economic and social issues’ at the Third Wednesday Club. He takes the view that the GDP downslide is of a structural nature and the government is going to guide the economy towards an upward path by assisting industries to innovate and transform. In an effort to remove the three major obstacles to innovation and entrepreneurship— discouraging laws and regulations, difficulty in raising capital and gathering financing as well as lack of international partnerships, the government has been diligently promoting the Third Party Payment Act as well as setting-up R.O.C. Rapid Innovation Prototyping League for Enterprises.

Among these measures, Industry 4.0 has been at the core of the Initiative, in which cyber-physical production system (CPS) would be introduced by integrating Cloud-computing and Internet of Things technology to spur industrial transformations, specifically industrial manufacturing, added-value services and agricultural production. The Productivity 4.0 Initiative is an imperative measure in dealing with R.O.C.’s imminent issues of labor shortage, and the aging society, its promising effects are waiting to unfold.

3.Executive Yuan’s Further Addendum to “Productivity 4.0 Plan”: Attainment of Core Technologies and the Cultivation of Domestic Technical Talents

In an continual effort to put in place the most integrated infrastructural setting for the flourishing of its “Productivity 4.0 Plan”, Executive Yuan Premier Mao Chi-Kuo announced on the 22nd October that the overhaul infrastructural set-up will be focused on the development of core technologies and the cultivation of skilled technical labor. To this end, the Executive Yuan is gathering participation and resources from the Ministry of Economic Affairs (hereafter MOEA), Ministry of Education, Ministry of Science and Technology, Ministry of Labor, the Council of Agriculture, among other governmental bodies, collecting experiences and knowledge from academia and researchers, in order to improve the development of pivotal technologies, the training of skilled technical labor and consequently to improve and reform the present education system so as to meet the aforementioned goals.

Premier Mao Chi-Kuo pointed out that Productivity 4.0 is a production concept in which the industry is evolved from mere automation- to intelligent-based manufacturing, shifting towards a “small-volume, large-variety” production paradigm, closing the gaps between production and consumption sides through direct communication, hence allowing industry to push itself further on changing its old efficiency-based production model to an innovation-driven one.

Apart from the Research and Development efforts geared towards key technologies, Premier Mao stressed that the people element, involved in this transformative process, is what dictates Productivity 4.0 Plan’s success. The cross-over or multi-disciplinary capability of the labor force is especially significant. In order to bring up the necessary work force needed for Productivity 4.0, besides raising support for the needed Research and Development, an extensive effort should be placed in reforming and upgrading the current educational system, as well as the technical labor and internal corporate educational structure. Moreover, an efficient platform should be implemented so that opinions and experiences could be pooled out, thus fostering closer ties between industry, academia and research.

The MOEA stated that the fundamental premise behind the Productivity 4.0 strategy is that by way of systematic, brand-orientated formation of technical support groups, constituted by members of industry, academia and research, will we able to develop key sensor, internet and core technologies for our manufacturing, business and agriculture sector. It is estimated that by the end of year 2016, the Executive Yuan will have completed 6 major Productivity 4.0 production lines; supported the development of technical personnel in smart manufacturing, smart business and smart agriculture, amounting to 2,500 persons; established 4 inter-university, inter-disciplinary strategic partnerships in order to prepare much needed labor force for the realization of the Productivity 4.0 Plan. It is estimated that by the year 2020, industry has already developed the key technologies through the Productivity 4.0 platform, aiding to decrease by 50% the time currently needed to for Research and Development, increasing the technological sovereignty by 50% and accrue production efficiency by 15% and above. Furthermore, through the educational reforms, the nation will be able to lay solid foundations for its future labor talents, as well as connecting them to the world at large, effectively making them fit to face the global markets and to upgrade their production model.

※Executive Yuan Yuan Promoted “Productivity 4.0” to Boost Global Competitiveness,STLI, https://stli.iii.org.tw/en/article-detail.aspx?no=55&tp=2&i=168&d=7242 (Date:2024/10/07)
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Blockchain and General Data Protection Regulation (GDPR) compliance issues (2019)

Blockchain and General Data Protection Regulation (GDPR) compliance issues (2019) I. Brief   Blockchain technology can solve the problem of trust between data demanders and data providers. In other words, in a centralized mode, data demanders can only choose to believe that the centralized platform will not contain the false information. However, in the decentralized mode, data isn’t controlled by one individual group or organization[1], data demanders can directly verify information such as data source, time, and authorization on the blockchain without worrying about the correctness and authenticity of the data.   Take the “immutable” for example, it is conflict with the right to erase (also known as the right to be forgotten) in the GDPR.With encryption and one-time pad (OTP) technology, data subjects can make data off-chain storaged or modified at any time in a decentralized platform, so the problem that data on blockchain not meet the GDPR regulation has gradually faded away. II. What is GDPR?   The purpose of the EU GDPR is to protect user’s data and to prevent large-scale online platforms or large enterprises from collecting or using user’s data without their permission. Violators will be punished by the EU with up to 20 million Euros (equal to 700 million NT dollars) or 4% of the worldwide annual revenue of the prior financial year.   The aim is to promote free movement of personal data within the European Union, while maintaining adequate level of data protection. It is a technology-neutral law, any type of technology which is for processing personal data is applicable.   So problem about whether the data on blockchain fits GDPR regulation has raise. Since the blockchain is decentralized, one of the original design goals is to avoid a large amount of centralized data being abused.   Blockchain can be divided into permissioned blockchains and permissionless blockchains. The former can also be called “private chains” or “alliance chains” or “enterprise chains”, that means no one can join the blockchain without consent. The latter can also be called “public chains”, which means that anyone can participate on chain without obtaining consent.   Sometimes, private chain is not completely decentralized. The demand for the use of blockchain has developed a hybrid of two types of blockchain, called “alliance chain”, which not only maintains the privacy of the private chain, but also maintains the characteristics of public chains. The information on the alliance chain will be open and transparent, and it is in conflict with the application of GDPR. III. How to GDPR apply to blockchain ?   First, it should be determined whether the data on the blockchain is personal data protected by GDPR. Second, what is the relationship and respective responsibilities of the data subject, data controller, and data processor? Finally, we discuss the common technical characteristics of blockchain and how it is applicable to GDPR. 1. Data on the blockchain is personal data protected by GDPR?   First of all, starting from the technical characteristics of the blockchain, blockchain technology is commonly decentralized, anonymous, immutable, trackable and encrypted. The other five major characteristics are immutability, authenticity, transparency, uniqueness, and collective consensus.   Further, the blockchain is an open, decentralized ledger technology that can effectively verify and permanently store transactions between two parties, and can be proved.   It is a distributed database, all users on the chain can access to the database and the history record, also can directly verify transaction records. Each nodes use peer-to-peer transmission for upload or transfer information without third-party intermediation, which is the unique “decentralization” feature of the blockchain.   In addition, the node or any user on the chain has a unique and identifiable set of more than 30 alphanumeric addresses, but the user may choose to be anonymous or provide identification, which is also a feature of transparency with pseudonymity[2]; Data on blockchain is irreversibility of records. Once the transaction is recorded and updated on the chain, it is difficult to change and is permanently stored in the database, that is to say, it has the characteristics of “tamper-resistance”[3].   According to Article 4 (1) of the GDPR, “personal data” means any information relating to an identified or identifiable natural person (‘data subject’); an identifiable natural person is one who can be identified, directly or indirectly, in particular by reference to an identifier such as a name, an identification number, location data, an online identifier or to one or more factors specific to the physical, physiological, genetic, mental, economic, cultural or social identity of that natural person.   Therefore, if data subject cannot be identified by the personal data on the blockchain, that is an anonymous data, excluding the application of GDPR. (1) What is Anonymization?   According to Opinion 05/2014 on Anonymization Techniques by Article 29 Data Protection Working Party of the European Union, “anonymization” is a technique applied to personal data in order to achieve irreversible de-identification[4].   And it also said the “Hash function” of blockchain is a pseudonymization technology, the personal data is possible to be re-identified. Therefore it’s not an “anonymization”, the data on the blockchain may still be the personal data stipulated by the GDPR.   As the blockchain evolves, it will be possible to develop technologies that are not regulated by GDPR, such as part of the encryption process, which will be able to pass the court or European data protection authorities requirement of anonymization. There are also many compliance solutions which use technical in the industry, such as avoiding transaction data stored directly on the chain. 2. International data transmission   Furthermore, in accordance with Article 3 of the GDPR, “This Regulation applies to the processing of personal data in the context of the activities of an establishment of a controller or a processor in the Union, regardless of whether the processing takes place in the Union or not. This Regulation applies to the processing of personal data of data subjects who are in the Union by a controller or processor not established in the Union, where the processing activities are related to: (a) the offering of goods or services, irrespective of whether a payment of the data subject is required, to such data subjects in the Union; or (b) the monitoring of their behaviour as far as their behaviour takes place within the Union”.[5]   In other words, GDPR applies only when the data on the blockchain is not anonymized, and involves the processing of personal data of EU citizens. 3. Identification of data controllers and data processors   Therefore, if the encryption technology involves the public storage of EU citizens' personal data and passes it to a third-party controller, it may be identified as the “data controller” under Article 4 of GDPR, and all nodes and miners of the platform may be deemed as the “co-controller” of the data, and be assumed joint responsibility with the data controller by GDPR. For example, the parties can claim the right to delete data from the data controller.   In addition, a blockchain operator may be identified as a “processor”, for example, Backend as a Service (BaaS) products, the third parties provide network infrastructure for users, and let users manage and store personal data. Such Cloud Services Companies provide online services on behalf of customers, do not act as “data controllers”. Some commentators believe that in the case of private chains or alliance chains, such as land records transmission, inter-bank customer information sharing, etc., compared to public chain applications: such as cryptocurrencies (Bitcoin for example), is not completely decentralized, and more likely to meet GDPR requirements[6]. For example, in the case of a private chain or alliance chain, it is a closed platform, which contains only a small number of trusted nodes, is more effective in complying with the GDPR rules. 4. Data subject claims   In accordance with Article 17 of the GDPR, The data subject shall have the right to obtain from the controller the erasure of personal data concerning him or her without undue delay and the controller shall have the obligation to erase personal data without undue delay under some grounds.   Off-chain storage technology can help the blockchain industry comply with GDPR rules, allowing offline storage of personal data, or allow trusted nodes to delete the private key of encrypted information, which leaving data that cannot be read and identified on the chain. If the data is in accordance with the definition of anonymization by GDPR, there is no room for GDPR to be applied. IV. Conclusion   In summary, it’s seem that the application of blockchain to GDPR may include: (a) being difficulty to identified the data controllers and data processors after the data subject upload their data. (b) the nature of decentralized storage is transnational storage, and Whether the country where the node is located, is meets the “adequacy decision” of Article 45 of the GDPR.   If it cannot be met, then it needs to consider whether it conforms to the transfers subject to appropriate safeguards of Article 46, or the derogations for specific situations of Article 49 of the GDPR. Reference: [1] How to Trade Cryptocurrency: A Guide for (Future) Millionaires, https://wikijob.com/trading/cryptocurrency/how-to-trade-cryptocurrency [2] DONNA K. HAMMAKER, HEALTH RECORDS AND THE LAW 392 (5TH ED. 2018). [3] Iansiti, Marco, and Karim R. Lakhani, The Truth about Blockchain, Harvard Business Review 95, no. 1 (January-February 2017): 118-125, available at https://hbr.org/2017/01/the-truth-about-blockchain [4] Article 29 Data Protection Working Party, Opinion 05/2014 on Anonymisation Techniques (2014), https://www.pdpjournals.com/docs/88197.pdf [5] Directive 95/46/EC (General Data Protection Regulation), https://eur-lex.europa.eu/legal-content/EN/TXT/HTML/?uri=CELEX:32016R0679&from=EN [6] Queen Mary University of London, Are blockchains compatible with data privacy law? https://www.qmul.ac.uk/media/news/2018/hss/are-blockchains-compatible-with-data-privacy-law.html

An Analysis of the Recusal Mechanism in the Latest Revision of the Government Procurement Act and Regulations Governing Procurements for Scientific and Technological Research and Development

An Analysis of the Recusal Mechanism in the Latest Revision of the Government Procurement Act and Regulations Governing Procurements for Scientific and Technological Research and Development 1. Introduction   Article 1 of the Government Procurement Act (hereinafter referred to as the Act) reveals that “This Act is enacted to establish a government procurement system that has fair and open procurement procedures, promotes the efficiency and effectiveness of government procurement operation, and ensures the quality of procurement.” Therefore, a recusal mechanism for reviewing qualification/disqualification of tenders and bidders is highly essential, for example, the head of the agency or its related persons should disclose the conflict of interests. After amended and promulgated on May 22, 2019 (Presidential Decree Hua-tzung-1 Yi No. 10800049691), the Act was revised with the identical legislative principle of the Act on Recusal of Public Servants Due to Conflicts of Interest. In other words, a more flexible and transparent mechanism has been adopted, which is more advanced and ideal for both procurement authority and external supervisors. 2. The New Recusal Mechanism of the Act Enhances the Flexibility and Transparency   The revision struck out the Paragraph 4, Article 15 of the Act, and the regulation related to the recusal mechanism shall be comply with the Act on Recusal of Public Servants Due to Conflicts of Interest, especially the qualification/disqualification provision of the “related persons.” The new government procurement procedure adopted a more flexible and transparent practice, “disclosure in advance and publication afterwards.” The detailed analysis is as follows. (1) Before the Act amended, the personnel of a procuring entity and its related persons shall withdraw themselves from the procurement.   Before the Act amended, the personnel of a procuring entity and its related persons shall withdraw themselves from the procurement. According to the previous Paragraph 4 of Article 15 (4), “Suppliers or persons in charge shall not participate in the procurement if they have connections with the agency’s head described in Paragraph 2. However, if the implementation of this paragraph is against fair competition or public interest, the exclusion can be exempted with the authority’s approval.” The Paragraph 2 mentioned specified, “The personnel of a procuring entity shall withdraw themselves from procurement and all related matters thereof if they or their spouses, relatives by blood or by marriage within three degrees, or family members living together with them have interests involved therein.” Simply put, legislators considered that suppliers or persons in charge shall not participate in an agency's procurement if they have conflict of interests with its head. For instance, the spouses, all the relatives within the third degree by consanguinity (blood) or by affinity (marriage), or family members living together with the head of the agency, cannot involve in the procurement of the agency. Furthermore, if a legal entity or an organization is directed by the relatives of the head of a government agency mentioned, it is disqualified from the procurement. (2) After the Act amended, the recusal of related persons substituted by self-disclosure and information publication norms   According to the Amendment, the Act was amended because the content of the article is existed in Article 9 of Act on Recusal of Public Servants Due to Conflicts of Interest; thus, Article 15 of the Act is hereby deleted. Recalling Article 9 of the previous Act on Recusal of Public Servants Due to Conflicts of Interest, “A public servant and his related persons shall not conduct transactions such as subsidizing, sales, lease, contracting, or other transactions conducted with consideration with the organ with which the public servant serves or the organs under his supervision.” For this reason, the amendment to Article 15 of Government Procurement Act is to regulate the mechanism of withdrawal of relevant parties by Article 14 of the existing Act on Recusal of Public Servants Due to Conflicts of Interest. However, the amendment of this article is greatly affected by the interpretation of judicial court no. 716, so it is necessary to briefly describe its key points as follows.   On the basis of the Judicial Yuan Justice Interpretation No. 716 [Transactions between public officials and their associates and service agencies shall be prohibited), adopting a constitutional interpretation of Article 9 of Act on Recusal of Public Servants Due to Conflicts of Interest, grand justice agreed this article does not contradict the proportion principle of article 23 of Constitution of the Republic of China (Taiwan), and it does not violate Article 15 “The right of existence, the right of work, and the right of property shall be guaranteed to the people” and Article 22 “All other freedoms and rights of the people that are not detrimental to social order or public welfare shall be guaranteed under the Constitution”, either. However, for public officials, if they are not allowed to participate in trading competition, it will result in the monopoly of other minority traders, which is not conducive to the public interest. Therefore, this interpretation holds that if the agency has conducted open and fair procedures in the transaction process, and there is sufficient anti-fraud regulation, whether there is still a risk of improper benefit transmission or conflict of interest, and it is necessary to prohibit the transaction of public officials' associates, the relevant authorities should make comprehensive review and improvement as soon as possible.   Accordingly, following interpretation no. 716, Act on Recusal of Public Servants Due to Conflicts of Interest was amended and published with 23 articles on 13 June, 2018. The withdrawal of interested parties is provided for in Article 14 and an additional six exceptions are provided, including: (1) The procurement carried out by public notice under the Government Procurement Act or pursuant to Article 105 of the same Act. (2) The property right in interest created for the procurement, sale by tender, lease by tender or tender solicitation carried out by public notice in a fair competitive manner pursuant to laws. (3) Subsidy requested in the legal capacity under laws; the subsidy to the public servant’s related person in an open and fair manner pursuant to laws, or the subsidy which might be against the public interest if it is prohibited and is granted subject to the competent authority’s approval. (4) The subject matter of the transaction is provided by the organ with which the public servant serves or the organs under his supervision, and traded at the official price. (5) The lease, acquisition, discretionary management, improvement and utilization of national non-public real estate requested by the state-owned enterprise in order to execute the national construction projects or public policies, or for the purpose of public welfare. (6) The subsidy and transaction under the specific amount.   The above amendments make the transactions between public officials and related parties that should be avoided in the past partially flexible now. In accordance with Paragraph 2 of the same article, in the case of the first three paragraphs of the proviso of Paragraph 1, the applicant or bidder shall voluntarily state his/her identity in the application or tender documents. After the subsidy or transaction is established, the agency shall disclose it together with its identity. That is to say, the self-disclosure is required beforehand and the information will go public afterwards to meet public expectations of transparency. This is also conducive to the supervision of all sectors, and conforms to the intention of the grand justice’s interpretation.   The reason why there is no need for government procurement to withdrawal is that the announcement process of the procurement is made in accordance with Government Procurement Act (including open tendering, selective tendering and restricted tendering through the announcement). There are strict procedures to follow and there is no conflict between the conflict of interest of public officials and the spirit of legislation. As to Paragraph 2 of other legal orders, the property right in interest created for the procurement, sale by tender, lease by tender or tender solicitation carried out by public notice in a fair competitive manner pursuant to laws. The legislative explanations are exemplified by the procurement (e.g. procurements for scientific and technological research and development) handled by the announcement in accordance with Fundamental Science and Technology Act. 3. Conclusion: It is suggested that relevant withdrawal regulations should be amended as soon as possible in procurements for scientific and technological research and development   The strike-out of the recusal provision of the Act does not mean that government procurement stoke out the recusal mechanism. The recusal mechanism is still stated in Article 14 of Act on Recusal of Public Servants Due to Conflicts of Interest. In addition to the advantages of the same regulations on the prohibition of transactions between related parties, it also enables the regulators with open and fair procedures and sufficient prevention of fraud, such as government procurement, to avoid evading so as not to harm the public interest. At the same time, supplemented by open and transparent disclosure, the amendment is a positive change of legislation.   Meanwhile, this paper believes that Government Procurement Act has adopted the mechanism of flexibility and transparency requirements for the procurement object avoidance regulations, and procurements for scientific and technological research and development should revise relevant withdrawal regulations as soon as possible. In accordance with Paragraph 4 of Article 6 of Fundamental Science and Technology Act and the authorization, Regulations Governing Procurements for Scientific and Technological Research and Development (hereinafter referred to as the regulatory regulations) is established. According to Article 8 (2) and (3) of the regulation, a responsible person, partner, or representative of the public school, public research institute (organization), or juristic person or entity performing the scientific research procurement may not serve as a responsible person, partner, or representative of the supplier. The supplier and the juristic person or entity performing the scientific research procurement may not at the same time be affiliated with each other, or affiliated to the same other enterprise. From the perspective of the article structure, the withdrawal regulation for scientific research procurement is within the norm of Article 15 of Government Procurement Act before the amendment, but it includes regulations for affiliated enterprises, which is not included in Article 15. The amendment to Article 14 of Act on Recusal of Public Servants Due to Conflicts of Interest also states that the proviso of Paragraph 1 of scientific research procurement “other procurements that are regulated by fair competition and by means of an announcement procedure” can also prove that the mechanism for scientific research procurement should adopt this provision. Therefore, it is recommended that the original procurements for scientific and technological research that is independent from Government Procurement Act should be amended by the competent authority as soon as possible in order to comply with the relevant provisions of Article 8 of Regulations Governing Procurements for Scientific and Technological Research and Development and to comply with the original intention of the Regulations Governing Procurements for Scientific and Technological Research and Development, and to avoid stricter regulations on scientific procurement than government procurement. Meanwhile, it is in accordance with the spirit of the grand justice’s interpretation No. 716.

The Key Elements for Data Intermediaries to Deliver Their Promise

The Key Elements for Data Intermediaries to Deliver Their Promise 2022/12/13   As human history enters the era of data economy, data has become the new oil. It feeds artificial intelligence algorithms that are disrupting how advertising, healthcare, transportation, insurance, and many other industries work. The excitement of having data as a key production input lies in the fact that it is a non-rivalrous good that does not diminish by consumption.[1] However, the fact that people are reluctant in sharing data due to privacy and trade secrets considerations has been preventing countries to realize the full value of data. [2]   To release more data, policymakers and researchers have been exploring ways to overcome the trust dilemma. Of all the discussions, data intermediaries have become a major solution that governments are turning to. 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For example, in 2021, the UK’s Department for Digital, Culture, Media and Sport (DCMS) commissioned the Centre for Data Ethics and Innovation (CDEI) to publish a report on data intermediaries[3] , in response to the 2020 National Data Strategy.[4] In 2020, the European Commission published its draft Data Governance Act (DGA)[5] , which aims to build up trust in data intermediaries and data altruism organizations, in response to the 2020 European Strategy for Data.[6] The act was adopted and approved in mid-2022 by the Parliament and Council; and will apply from 24 September 2023.[7] The Japanese government has also promoted the establishment of data intermediaries since 2019, publishing guidance to establish regulations on data trust and data banks.[8] II. 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However, this model would not necessarily work for other countries without a strong foundation of trust law. 2.Quality signals required to build trust: A government certificate system can help overcome the lemon market problem   The basis of trust in data intermediaries depends largely on whether the service provider is really neutral in its actions and does not reuse or sell off other parties’ data in secret. However, without a suitable way to signal their service quality, the market would end up with less high-quality service, as consumers would be reluctant to pay for higher-priced service that is more secure and trustworthy when they have no means to verify the exact quality.[11] This lemon market problem could only be solved by a certificate system established by actors that consumers trust, which in most cases is the government.   The EU government clearly grasped this issue as a major obstacle to the encouragement of trust in data intermediaries and thus tackles it with a government register and verification system. According to the Data Government Act, data intermediation services providers who intend to provide services are required to notify the competent authority with information on their legal status, form, ownership structure, relevant subsidiaries, address, public website, contact details, the type of service they intend to provide, the estimated start date of activities…etc. This information would be provided on a website for consumers to review. In addition, they can request the competent authority to confirm their legal compliance status, which would in turn verify them as reliable entities that can use the ‘data intermediation services provider recognised in the Union’ label. 3.Overcoming trust issues with technology that self-enforces privacy: privacy-enhancing technologies (PETs)   Even if there are verified data intermediation services available, businesses and consumers might still be reluctant to trust human organizations. A way to boost trust is to adopt technologies that self-enforces privacy. A real-world example is OpenSAFELY, a data intermediary implementing privacy-enhancing technologies (PETs) to provide health data sharing in a secure environment. Through a federated analytics system, researchers are able to conduct research with large volumes of healthcare data, without the ability to observe any data directly. Under such protection, UK NHS is willing to share its data for research purposes. The accuracy and timeliness of such research have provided key insights to inform the UK government in decision-making during the COVID-19 pandemic.   With the benefits it can bring, unsurprisingly, PETs-related policies have become quite popular around the globe. In June 2022, Singapore launched its Digital Trust Centre (DTC) for accelerating PETs development and also signed a Memorandum of Understanding with the International Centre of Expertise of Montreal for the Advancement of Artificial Intelligence (CEIMIA) to collaborate on PETs.[12] On September 7th, 2022, the UK Information Commissioners’ Office (ICO) published draft guidance on PETs.[13] Moreover, the U.K. and U.S. governments are collaborating on PETs prize challenges, announcing the first phase winners on November 10th, 2022.[14] We could reasonably predict that more PETs-related policies would emerge in the coming year. [1] Yan Carrière-Swallow and Vikram Haksar, The Economics of Data, IMFBlog (Sept. 23, 2019), https://blogs.imf.org/2019/09/23/the-economics-of-data/#:~:text=Data%20has%20become%20a%20key,including%20oil%2C%20in%20important%20ways (last visited July 22, 2022). [2] Frontier Economics, Increasing access to data across the economy: Report prepared for the Department for Digital, Culture, Media, and Sport (2021), https://assets.publishing.service.gov.uk/government/uploads/system/uploads/attachment_data/file/974532/Frontier-access_to_data_report-26-03-2021.pdf (last visited July 22, 2022). [3] The Centre for Data Ethics and Innovation (CDEI), Unlocking the value of data: Exploring the role of data intermediaries (2021), https://assets.publishing.service.gov.uk/government/uploads/system/uploads/attachment_data/file/1004925/Data_intermediaries_-_accessible_version.pdf (last visited June 17, 2022). [4] Please refer to the guidelines for the selection of sponsors of the 2022 Social Innovation Summit: https://www.gov.uk/government/publications/uk-national-data-strategy/national-data-strategy(last visited June 17, 2022). [5] Regulation of the European Parliament and of the Council on European data governance and amending Regulation (EU) 2018/1724 (Data Governance Act), 2020/0340 (COD) final (May 4, 2022). [6] Communication from the Commission to the European Parliament, the Council, the European Economic and Social Committee and The Committee of the Regions— A European strategy for data, COM/2020/66 final (Feb 19, 2020). [7] Proposal for a Regulation on European Data Governance, European Parliament Legislative Train Schedule, https://www.europarl.europa.eu/legislative-train/theme-a-europe-fit-for-the-digital-age/file-data-governance-act(last visited Aug 17, 2022). [8] 周晨蕙,〈日本資訊信託功能認定指引第二版〉,科技法律研究所,https://stli.iii.org.tw/article-detail.aspx?no=67&tp=5&d=8422(最後瀏覽日期︰2022/05/30)。 [9] CDEI, supra note 3. [10] Ada Lovelace Institute, Exploring legal mechanisms for data stewardship (2021), 30~31,https://www.adalovelaceinstitute.org/wp-content/uploads/2021/03/Legal-mechanisms-for-data-stewardship_report_Ada_AI-Council-2.pdf (last visited Aug 17, 2022). [11] George A. Akerlof, The Market for "Lemons": Quality Uncertainty and the Market Mechanism, THE QUARTERLY JOURNAL OF ECONOMICS, 84(3), 488-500 (1970). [12] IMDA, MOU Signing Between IMDA and CEIMIA is a Step Forward in Cross-border Collaboration on Privacy Enhancing Technology (PET) (2022),https://www.imda.gov.sg/-/media/Imda/Files/News-and-Events/Media-Room/Media-Releases/2022/06/MOU-bet-IMDA-and-CEIMIA---ATxSG-1-Jun-2022.pdf (last visited Nov. 28, 2022). [13] ICO publishes guidance on privacy enhancing technologies, ICO, https://ico.org.uk/about-the-ico/media-centre/news-and-blogs/2022/09/ico-publishes-guidance-on-privacy-enhancing-technologies/ (last visited Nov. 27, 2022). [14] U.K. and U.S. governments collaborate on prize challenges to accelerate development and adoption of privacy-enhancing technologies, GOV.UK, https://www.gov.uk/government/news/uk-and-us-governments-collaborate-on-prize-challenges-to-accelerate-development-and-adoption-of-privacy-enhancing-technologies (last visited Nov. 28, 2022); Winners Announced in First Phase of UK-US Privacy-Enhancing Technologies Prize Challenges, NIST, https://www.nist.gov/news-events/news/2022/11/winners-announced-first-phase-uk-us-privacy-enhancing-technologies-prize (last visited Nov. 28, 2022).

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