Introduction to Taiwan’s Guidelines for Implementing Decentralized Elements in Medicinal Product Clinical Trials
2023/12/15
The development of digital tools such as the internet, apps, and wearable devices have meant major breakthroughs for clinical trials. These advances have the potential to reduce the frequency of trial subject visits, accelerate research timelines, and lower the costs of drug development. The COVID-19 pandemic has further accelerated the use of digital tools, prompting many countries to adopt decentralized measures that enable trial subjects to participate in clinical trials regardless of their physical location. In step with the transition into the post-pandemic era, the Taiwan Food and Drug Administration (TFDA) issued the Guidelines for Implementing Decentralized Elements in Medicinal Product Clinical Trials in June, 2023[1]. The Guidelines are intended to cover a wide array of decentralized measures; they aim to increase trial subjects’ willingness to participate in trials, reduce the need for in-person visits to clinical trial sites, enhance real-time data acquisition during trials, and enable clinic sponsors and contract research organizations to process data remotely.
I. Key Points of Taiwan’s Guidelines for Implementing Decentralized Elements in Medicinal Product Clinical Trials
The Guidelines cover primarily the following matters: General considerations for implementing decentralized measures; trial subject recruitment and electronic informed consent; delivery and provision of investigational medicinal products; remote monitoring of trial subject safety; trial subject reporting of adverse events; remote data monitoring; and information systems and electronic data collection/processing/storage.
1. General Considerations for Implementing Decentralized Measures
(1) During clinical trial execution, a reduction in trial subject in-person visits may present challenges to medical observation. It is recommended that home visits for any given trial subject be conducted by the principal investigator, sub-investigator, or a single, consistent delegated study nurse.
(2) Sponsors must carefully evaluate all of the trial design’s decentralization measures to ensure data integrity.
(3) Sponsors must conduct risk assessments for each individual trial, and must confirm the rationality of choosing decentralized measures. These decentralized measures must also be incorporated into the protocol.
(4) When electronically collecting data, sponsors must ensure information system reliability and data security. Artificial intelligence may be considered for use in decentralized clinical trials; sponsors must carefully evaluate such systems, especially when they touch on determinations for critical data or strategies.
(5) As the design of decentralized clinical trials is to ensure equal access to healthcare services, it must provide patients with a variety of ways to participate in clinical trials.
(6) When implementing any decentralized measures, it is essential to ensure that the principal investigator and sponsor adhere to the Regulations for Good Clinical Practice and bear their respective responsibilities for the trial.
(7) The use of decentralized measures must be stated in the regulatory application, and the Checklist of Decentralized Elements in Medicinal Product Clinical Trials must be included in the submission.
2. Subject Recruitment and Electronic Informed Consent
(1) Trial subject recruitment through social media or established databases may only be implemented after the Institutional Review Board reviews and approves of the recruitment methods and content.
(2) Must comply with the Principles for Recruiting Clinical Trial Subjects in medicinal product trials, the Personal Data Protection Act, and other regulations.
(3) Regarding clinical trial subject informed consent done through digital software or devices, if it complies with Article 4, Paragraph 2 of the Electronic Signatures Act, that is, if the content can be displayed in its entirety and continues to be accessible for subsequent reference, then so long as the trial subject agrees to do so, the signature may be done via a tablet or other electronic device. The storage of signed electronic Informed Consent Forms (eICF) must align with the aforementioned Principles and meet the competent authority’s access requirements.
3. Delivery and Provision of Investigational Medicinal Products
(1) The method of delivering and providing investigational medicinal products and whether trial subjects can use them on their own at home depends to a high degree on the investigational medicinal product’s administration route and safety profile.
(2) When investigational medicinal products are delivered and provided through decentralized measures to trial subjects, this must be documented in the protocol. The process of delivering and providing said products must also be clearly stated in the informed consent form; only after being explained to a trial subject by the trial team, and after the trial subject’s consent is obtained, may such decentralized measures be used.
(3) Investigational products prescribed by the principal investigator/sub-investigator must be reviewed by a delegated pharmacist to confirm that the investigational products’ specific items, dosage, duration, total quantity, and labeling align with the trial design. The pharmacist must also review each trial subject’s medication history, to ensure there are no medication-related issues; only then, and only in a manner that ensures the investigational product’s quality and the subject’s privacy, may delegated and specifically-trained trial personnel provide the investigational product to the subject.
(4) Compliance with relevant regulations such as the Pharmaceutical Affairs Act, Pharmacists Act, Regulations on Good Practices for Drug Dispensation, and Regulations for Good Clinical Practice is required.
4. Remote Monitoring of Subject Safety
(1) Decentralized trial designs involve trial subjects performing relatively large numbers of trial-related procedures at home. The principal investigator must delegate trained, qualified personnel to perform tasks such as collecting blood samples, administering investigational products, conducting safety monitoring, doing adverse event tracking, etc.
(2) If trial subjects receive protocol-prescribed testing at nearby medical facilities or laboratories rather than at the original trial site, these locations must be authorized by the trial sponsor and must have relevant laboratory certification; only then may they collect or analyze samples. Such locations must provide detailed records to the principal investigator, to be archived in the trial master file.
(3) The trial protocol and schedule must clearly specify which visits must be conducted at the trial site; which can be conducted via phone calls, video calls, or home visits; which tests must be performed at nearby laboratories; and whether trial subjects have multiple or single options at each visit.
5. Subject Reporting of Adverse Events
(1) If the trial uses a digital platform to enhance adverse event reporting, trial subjects must be able to report adverse events through the digital platform, such as via a mobile phone app; that is, the principal investigator must be able to immediately access such adverse event information.
(2) The principal investigator must handle such reports using risk-based assessment methods. The principal investigator must validate the adverse event reporting platform’s effectiveness, and must develop procedures to identify potential duplicate reports.
6. Remote Data Monitoring
(1) If a sponsor chooses to implement remote monitoring, it must perform a reasonability assessment to confirm the appropriateness of such monitoring and establish a remote monitoring plan.
(2) The monitoring plan must include monitoring strategies, monitoring personnel responsibilities, monitoring methods, rationale for such implementation, and critical data and processes that must be monitored. It must also generate comprehensive monitoring reports for audit purposes.
(3) The sponsor is responsible for ensuring the implementation of remote monitoring, and must conduct risk assessments regarding the implementation process’ data protection and information confidentiality.
7. Information Systems and Electronic Data Collection, Processing, and Storage
(1) In accordance with the Regulations for Good Clinical Practice, data recorded in clinical trials must be trustworthy, reliable, and verifiable.
(2) It must be ensured that all organizations participating in the clinical trial have a full picture of the data flow. It is recommended that the trial protocol and trial-related documents include data flow diagrams and additional explanations.
(3) Define the types and scopes of subject personal data that will be collected, and ensure that every step in the process properly protects their data in accordance with the Personal Data Protection Act.
II. A Comparison with Decentralized Trial Regulations in Other Countries
Denmark became the first country in the world to release regulatory measures on decentralized trials, issuing the “Danish Medicines Agency’s Guidance on the Implementation of Decentralized Elements in Clinical Trials with Medicinal Products” in September 2021[2]. In December 2022, the European Union as a whole released its “Recommendation Paper on Decentralized Elements in Clinical Trials”[3]. The United States issued the draft “Decentralized Clinical Trials for Drugs, Biological Products, and Devices” document in May 2023[4]. The comparison in Table 1 shows that Taiwan’s guidelines a relatively similar in structure to those of Denmark and the EU; the US guidelines also cover medical device clinical trials.
Table 1: Summary of Decentralized Clinical Trial Guidelines in Taiwan, Denmark, the European Union as a whole, and the United States
|
Taiwan |
Denmark |
European Union as a whole |
United States |
What do the guidelines apply to? |
Medicinal products |
Medicinal products |
Medicinal products |
Medicinal products and medical devices |
Trial subject recruitment and electronic informed consent |
Covers informed consent process; informed consent interview; digital information sheet; trial subject consent form signing; etc. |
Covers informed consent process; informed consent interview; trial subject consent form signing; etc. |
Covers informed consent process; informed consent interview; digital information sheet; trial subject consent form signing; etc. |
Covers informed consent process; informed consent interview; etc. |
Delivery and provision of investigational medicinal products |
Delegated, specifically-trained trial personnel deliver and provide investigational medicinal products. |
The investigator or delegated personnel deliver and provide investigational medicinal products. |
The investigator, delegated personnel, or a third-party, Good Distribution Practice-compliant logistics provider deliver and provide investigational medicinal products. |
The principal investigator, delegated personnel, or a distributor deliver and provide investigational products. |
Remote monitoring of trial subject safety |
Trial subjects may do return visits at trial sites, via phone calls, via video calls, or via home visits, and may undergo testing at nearby laboratories. |
Trial subjects may do return visits at trial sites, via phone calls, via video calls, or via home visits, and may undergo testing at nearby laboratories. |
Trial subjects may do return visits at trial sites, via phone calls, via video calls, or via home visits. |
Trial subjects may do return visits at trial sites, via phone calls, via video calls, or via home visits, and may undergo testing at nearby laboratories. |
Trial subject reporting of adverse events |
Trial subjects may self-report adverse events through a digital platform. |
Trial subjects may self-report adverse events through a digital platform. |
Trial subjects may self-report adverse events through a digital platform. |
Trial subjects may self-report adverse events through a digital platform. |
Remote data monitoring |
The sponsor may conduct remote data monitoring. |
The sponsor may conduct remote data monitoring. |
The sponsor may conduct remote data monitoring (not permitted in some countries). |
The sponsor may conduct remote data monitoring. |
Information systems and electronic data collection, processing, and storage |
The recorded data must be credible, reliable, and verifiable. |
Requires an information system that is validated, secure, and user-friendly. |
The recorded data must be credible, reliable, and verifiable. |
Must ensure data reliability, security, privacy, and confidentiality. |
III. Conclusion
The implementation of decentralized clinical trials must be approached with careful assessment of risks and rationality, with trial subject safety, rights, and well-being as top priorities. Since Taiwan’s Guidelines for Implementing Decentralized Elements in Medicinal Product Clinical Trials were just announced in June of this year, the status of decentralized clinical trial implementation is still pending industry feedback to confirm feasibility. The overall goal is to enhance and optimize the clinical trial environment in Taiwan.
Reference:
[1] 衛生福利部食品藥物管理署,〈藥品臨床試驗執行分散式措施指引〉,2023/6/12,https://www.fda.gov.tw/TC/siteListContent.aspx?sid=9354&id=43548(最後瀏覽日:2023/11/2)。
[2] [DMA] DANISH MEDICINES AGENCY, The Danish Medicines Agency’s guidance on the Implementation of decentralised elements in clinical trials with medicinal products (2021), https://laegemiddelstyrelsen.dk/en/news/2021/guidance-on-the-implementation-of-decentralised-elements-in-clinical-trials-with-medicinal-products-is-now-available/ (last visited Nov. 2, 2023).
[3] [HMA] HEADS OF MEDICINES AGENCIES, [EC] EUROPEAN COMMISSION & [EMA] EUROPEAN MEDICINES AGENCY, Recommendation paper on decentralised elements in clinical trials (2022), https://health.ec.europa.eu/latest-updates/recommendation-paper-decentralised-elements-clinical-trials-2022-12-14_en (last visited Nov. 2, 2023).
[4] [US FDA] US FOOD AND DRUG ADMINISTRATION, Decentralized Clinical Trials for Drugs, Biological Products, and Devices (draft, 2023), https://www.fda.gov/regulatory-information/search-fda-guidance-documents/decentralized-clinical-trials-drugs-biological-products-and-devices (last visited Nov. 2, 2023).
Impact of Government Organizational Reform to Scientific Research Legal System and Response Thereto (1) – For Example, The Finnish Innovation Fund (“SITRA”) I. Foreword We hereby aim to analyze and research the role played by The Finnish Innovation Fund (“Sitra”) in boosting the national innovation ability and propose the characteristics of its organization and operation which may afford to facilitate the deliberation on Taiwan’s legal system. Sitra is an independent organization which is used to reporting to the Finnish Parliament directly, dedicated to funding activities to boost sustainable development as its ultimate goal and oriented toward the needs for social change. As of 2004, it promoted the fixed-term program. Until 2012, it, in turn, primarily engaged in 3-year program for ecological sustainable development and enhancement of society in 2012. The former aimed at the sustainable use of natural resources to develop new structures and business models and to boost the development of a bioeconomy and low-carbon society, while the latter aimed to create a more well-being-oriented public administrative environment to upgrade various public sectors’ leadership and decision-making ability to introduce nationals’ opinion to policies and the potential of building new business models and venture capital businesses[1]. II. Standing and Operating Instrument of Sitra 1. Sitra Standing in Boosting of Finnish Innovation Policies (1) Positive Impact from Support of Innovation R&D Activities by Public Sector Utilization of public sector’s resources to facilitate and boost industrial innovation R&D ability is commonly applied in various countries in the world. Notwithstanding, the impact of the public sector’s investment of resources produced to the technical R&D and the entire society remains explorable[2]. Most studies still indicate positive impact, primarily as a result of the market failure. Some studies indicate that the impact of the public sector’s investment of resources may be observable at least from several points of view, including: 1. The direct output of the investment per se and the corresponding R&D investment potentially derived from investees; 2. R&D of outputs derived from the R&D investment, e.g., products, services and production methods, etc.; 3. direct impact derived from the R&D scope, e.g., development of a new business, or new business and service models, etc.; 4. impact to national and social economies, e.g., change of industrial structures and improvement of employment environment, etc. Most studies indicate that from the various points of view, the investment by public sector all produced positive impacts and, therefore, such investment is needed definitely[3]. The public sector may invest in R&D in diversified manners. Sitra invests in the “market” as an investor of corporate venture investment market, which plays a role different from the Finnish Funding Agency for Technology and Innovation (“Tekes”), which is more like a governmental subsidizer. Nevertheless, Finland’s characteristics reside in the combination of multiple funding and promotion models. Above all, due to the different behavior model, the role played by the former is also held different from those played by the general public sectors. This is why we choose the former as the subject to be studied herein. Data source: Jari Hyvärinen & Anna-Maija Rautiainen, Measuring additionality and systemic impacts of public research and development funding – the case of TEKES, FINLAND, RESEARCH EVALUATION, 16(3), 205, 206 (2007). Fig. 1 Phased Efforts of Resources Invested in R&D by Public Sector (2) Two Sided f Role Played by Sitra in Boosting of Finnish Innovation Policies Sitra has a very special position in Finland’s national innovation policies, as it not only helps successful implementation of the innovation policies but also acts an intermediary among the relevant entities. Sitra was founded in 1967 under supervision of the Bank of Finland before 1991, but was transformed into an independent foundation under the direction of the Finnish Parliament[4]. Though Sitra is a public foundation, its operation will not be intervened or restricted by the government. Sitra may initiate any innovation activities for its new organization or system, playing a role dedicated to funding technical R&D or promoting venture capital business. Meanwhile, Sitra also assumes some special function dedicated to decision-makers’ training and organizing decision-maker network to boost structural change. Therefore, Sitra may be identified as a special organization which may act flexibly and possess resources at the same time and, therefore, may initiate various innovation activities rapidly[5]. Sitra is authorized to boost the development of innovation activities in said flexible and characteristic manner in accordance with the Finland Innovation Fund Act (Laki Suomen itsenäisyyden juhlarahastosta). According to the Act, Finland established Sitra in 1967 and Sitra was under supervision of Bank of Finland (Article 1). Sitra was established in order to boost the stable growth of Finland’s economy via the national instrument’s support of R&D and education or other development instruments (Article 2). The policies which Sitra may adopt include loaning or funding, guarantee, marketable securities, participation in cooperative programs, partnership or equity investment (Article 3). If necessary, Sitra may collect the title of real estate or corporate shares (Article 7). Data source: Finnish innovation system, Research.fi, http://www.research.fi/en/innovationsystem.html (last visited Mar. 15, 2013). Fig. 2 Finnish Scientific Research Organization Chart Sitra's innovation role has been evolved through two changes. Specifically, Sitra was primarily dedicated to funding technical R&D among the public sectors in Finland, and the funding model applied by Sitra prior to the changes initiated the technical R&D promotion by Tekes, which was established in 1983. The first change of Sitra took place in 1987. After that, Sitra turned to focus on the business development and venture capital invested in technology business and led the venture capital investment. Meanwhile, it became a partner of private investment funds and thereby boosted the growth of venture capital investments in Finland in 1990. In 2000, the second change of Sitra took place and Sitra’s organization orientation was changed again. It achieved the new goal for structural change step by step by boosting the experimental social innovation activities. Sitra believed that it should play the role contributing to procedural change and reducing systematic obstacles, e.g., various organizational or institutional deadlocks[6]. Among the innovation policies boosted by the Finnish Government, the support of Start-Ups via governmental power has always been the most important one. Therefore, the Finnish Government is used to playing a positive role in the process of developing the venture capital investment market. In 1967, the Government established a venture capital company named Sponsor Oy with the support from Bank of Finland, and Sponsor Oy was privatized after 1983. Finland Government also established Kera Innovation Fund (now known as Finnvera[7]) in 1971, which was dedicated to boosting the booming of Start-Ups in Finland jointly with Finnish Industry Investment Ltd. (“FII”) established by the Government in 1994, and Sitra, so as to make the “innovation” become the main development force of the country[8] . Sitra plays a very important role in the foundation and development of venture capital market in Finland and is critical to the Finnish Venture Capital Association established in 1990. After Bank of Finland was under supervision of Finnish Parliament in 1991, Sitra became on the most important venture capital investors. Now, a large portion of private venture capital funds are provided by Sitra[9]. Since Sitra launched the new strategic program in 2004, it has turned to apply smaller sized strategic programs when investing young innovation companies, some of which involved venture capital investment. The mapping of young innovation entrepreneurs and angel investors started as of 1996[10]. In addition to being an important innovation R&D promoter in Finland, Sitra is also an excellent organization which is financially self-sufficient and tends to gain profit no less than that to be generated by a private enterprise. As an organization subordinated to the Finnish Parliament immediately, all of Sitra’s decisions are directly reported to the Parliament (public opinion). Chairman of Board, Board of Directors and supervisors of Sitra are all appointed by the Parliament directly[11]. Its working funds are generated from interest accruing from the Fund and investment income from the Fund, not tax revenue or budget prepared by the Government any longer. The total fund initially founded by Bank of Finland amounted to DEM100,000,000 (approximately EUR17,000,000), and was accumulated to DEM500,000,000 (approximately EUR84,000,000) from 1972 to 1992. After that, following the increase in market value, its nominal capital amounted to DEM1,400,000,000 (approximately EUR235,000,000) from 1993 to 2001. Obviously, Sitra generated high investment income. Until 2010, it has generated the investment income amounting to EUR697,000,000 . In fact, Sitra’s concern about venture capital investment is identified as one of the important changes in Finland's national technical R&D polices after 1990[13]. Sitra is used to funding businesses in three manners, i.e., direct investment in domestic stock, investment in Finnish venture capital funds, and investment in international venture capital funds, primarily in four industries, technology, life science, regional cooperation and small-sized & medium-sized starts-up. Meanwhile, it also invests in venture capital funds for high-tech industries actively. In addition to innovation technology companies, technical service providers are also its invested subjects[14]. 2. “Investment” Instrument Applied by Sitra to Boost Innovation Business The Starts-Up funding activity conducted by Sitra is named PreSeed Program, including INTRO investors’ mapping platform dedicated to mapping 450 angel investment funds and entrepreneurs, LIKSA engaged in working with Tekes to funding new companies no more than EUR40,000 for purchase of consultation services (a half thereof funded by Tekes, and the other half funded by Sitra in the form of loan convertible to shares), DIILI service[15] dedicated to providing entrepreneurs with professional sale consultation resources to integrate the innovation activity (product thereof) and the market to remedy the deficit in the new company’s ability to sell[16]. The investment subjects are stated as following. Sitra has three investment subjects, namely, corporate investments, fund investments and project funding. (1) Corporate investment Sitra will not “fund” enterprises directly or provide the enterprises with services without consideration (small-sized and medium-sized enterprises are aided by other competent authorities), but invest in the businesses which are held able to develop positive effects to the society, e.g., health promotion, social problem solutions, utilization of energy and effective utilization of natural resources. Notwithstanding, in order to seek fair rate of return, Sitra is dedicated to making the investment (in various enterprises) by its professional management and technology, products or competitiveness of services, and ranging from EUR300,000 to EUR1,000,000 to acquire 10-30% of the ownership of the enterprises, namely equity investment or convertible funding. Sitra requires its investees to value corporate social responsibility and actively participate in social activities. It usually holds the shares from 4 years to 10 years, during which period it will participate the corporate operation actively (e.g., appointment of directors)[17]. (2) Fund investments For fund investments[18], Sitra invests in more than 50 venture capital funds[19]. It invests in domestic venture capital fund market to promote the development of the market and help starts-up seek funding and create new business models, such as public-private partnerships. It invests in international venture capital funds to enhance the networking and solicit international funding, which may help Finnish enterprises access international trend information and adapt to the international market. (3) Project funding For project funding, Sitra provides the on-site information survey (supply of information and view critical to the program), analysis of business activities (analysis of future challenges and opportunities) and research & drafting of strategies (collection and integration of professional information and talents to help decision making), and commissioning of the program (to test new operating model by commissioning to deal with the challenge from social changes). Notwithstanding, please note that Sitra does not invest in academic study programs, research papers or business R&D programs[20]. (4) DIILI Investment Model Integrated With Investment Absorption A Start-Up usually will not lack technologies (usually, it starts business by virtue of some advanced technology) or foresighted philosophy when it is founded initially, while it often lacks the key to success, the marketing ability. Sitra DIILI is dedicated to providing the professional international marketing service to help starts-up gain profit successfully. Owing to the fact that starts-up are usually founded by R&D personnel or research-oriented technicians, who are not specialized in marketing and usually retains no sufficient fund to employ marketing professionals, DILLI is engaged in providing dedicated marketing talents. Now, it employs about 85 marketing professionals and seeks to become a start-up partner by investing technical services. Notwithstanding, in light of the characteristics of Sitra’s operation and profitability, some people indicate that it is more similar to a developer of an innovation system, rather than a neutral operator. Therefore, it is not unlikely to hinder some work development which might be less profitable (e.g., establishment of platform). Further, Sitra is used to developing some new investment projects or areas and then founding spin-off companies after developing the projects successfully. The way in which it operates seems to be non-compatible with the development of some industries which require permanent support from the public sector. The other issues, such as INTRO lacking transparency and Sitra's control over investment objectives likely to result in adverse choice, all arise from Sitra’s consideration to its own investment opportunities and profit at the same time of mapping. Therefore, some people consider that it should be necessary to move forward toward a more transparent structure or a non-income-oriented funding structure[21] . Given this, the influence of Sitra’s own income over upgrading of the national innovation ability when Sitra boosts starts-up to engage in innovation activities is always a concern remaining disputable in the Finnish innovation system. 3. Boosting of Balance in Regional Development and R&D Activities In order to fulfill the objectives under Lisbon Treaty and to enable EU to become the most competitive region in the world, European Commission claims technical R&D as one of its main policies. Among other things, under the circumstance that the entire R&D competitiveness upgrading policy is always progressing sluggishly, Finland, a country with a population of 5,300,000, accounting for 1.1% of the population of 27 EU member states, was identified as the country with the No. 1 innovation R&D ability in the world by World Economic Forum in 2005. Therefore, the way in which it promotes innovation R&D policies catches the public eyes. Some studies also found that the close relationship between R&D and regional development policies of Finland resulted in the integration of regional policies and innovation policies, which were separated from each other initially, after 1990[22]. Finland has clearly defined the plan to exploit the domestic natural resources and human resources in a balanced and effective manner after World War II. At the very beginning, it expanded the balance of human resources to low-developed regions, in consideration of the geographical politics, but in turn, it achieved national balanced development by meeting the needs for a welfare society and mitigation of the rural-urban divide as time went by. The Finnish innovation policies which may resort to technical policies retroactively initially drove the R&D in the manners including upgrading of education degree, founding of Science and Technology Policy Council and Sitra, establishment of Academy of Finland (1970) and establishment of the technical policy scheme, et al.. Among other things, people saw the role played by Sitra in Finland’s knowledge-intensive society policy again. From 1991 to 1995, the Finnish Government officially included the regional competitiveness into the important policies. The National Industrial Policy for Finland in 1993 adopted the strategy focusing on the development based on competitive strength in the regional industrial communities[23]. Also, some studies indicated that in consideration of Finland’s poor financial and natural resources, its national innovation system should concentrate the resources on the R&D objectives which meet the requirements about scale and essence. Therefore, the “Social Innovation, Social and Economic Energy Re-building Learning Society” program boosted by Sitra as the primary promoter in 2002 defined the social innovation as “the reform and action plan to enhance the regulations of social functions (law and administration), politics and organizational structure”, namely reform of the mentality and cultural ability via social structural changes that results in social economic changes ultimately. Notwithstanding, the productivity innovation activity still relies on the interaction between the enterprises and society. Irrelevant with the Finnish Government’s powerful direction in technical R&D activities, in fact, more than two-thirds (69.1%) of the R&D investment was launched by private enterprises and even one-thirds launched by a single enterprise (i.e., Nokia) in Finland. At the very beginning of 2000, due to the impact of globalization to Finland’s innovation and regional policies, a lot of R&D activities were emigrated to the territories outside Finland[24]. Multiple disadvantageous factors initiated the launch of national resources to R&D again. The most successful example about the integration of regional and innovation policies in Finland is the Centres of Expertise Programme (CEP) boosted by it as of 1990. Until 1994, there have been 22 centres of expertise distributed throughout Finland. The centres were dedicated to integrating local universities, research institutions and enterprise for co-growth. The program to be implemented from 2007 to 2013 planned 21 centres of expertise (13 groups), aiming to promote the corporate sectors’ cooperation and innovation activities. CEP integrated local, regional and national resources and then focused on the businesses designated to be developed[25]. [1] Sitra, http://www.sitra.fi/en (last visited Mar. 10, 2013). [2] Jari Hyvärinen & Anna-Maija Rautiainen, Measuring additionality and systemic impacts of public research and development funding – the case of TEKES, FINLAND, RESEARCH EVALUATION, 16(3), 205, 208 (2007). [3] id. at 206-214. [4] Charles Edquist, Tterttu Luukkonen & Markku Sotarauta, Broad-Based Innovation Policy, in EVALUATION OF THE FINNISH NATIONAL INNOVATION SYSTEM – FULL REPORT 11, 25 (Reinhilde Veugelers st al. eds., 2009). [5] id. [6] id. [7] Finnvera is a company specialized in funding Start-Ups, and its business lines include loaning, guarantee, venture capital investment and export credit guarantee, etc. It is a state-run enterprise and Export Credit Agency (ECA) in Finland. Finnvera, http://annualreport2012.finnvera.fi/en/about-finnvera/finnvera-in-brief/ (last visited Mar. 10, 2013). [8] Markku Maula, Gordon Murray & Mikko Jääskeläinen, MINISTRY OF TRADE AND INDUSTRY, Public Financing of Young Innovation Companies in Finland 32 (2006). [9] id. at 33. [10] id. at 41. [11] Sitra, http://www.sitra.fi/en (last visited Mar. 10, 2013). [12] Sitra, http://www.sitra.fi/en (last visited Mar. 10, 2013). [13] The other two were engaged in boosting the regional R&D center and industrial-academy cooperative center programs. Please see Gabriela von Blankenfeld-Enkvist, Malin Brännback, Riitta Söderlund & Marin Petrov, ORGANISATION FOR ECONOMIC CO-OPERATION AND DEVELOPMENT [OECD],OECD Case Study on Innovation: The Finnish Biotechnology Innovation System 15 (2004). [14] id. at20. [15] DIILI service provides sales expertise for SMEs, Sitra, http://www.sitra.fi/en/articles/2005/diili-service-provides-sales-expertise-smes-0 (last visited Mar. 10, 2013). [16] Maula, Murray & Jääskeläinen, supra note 8 at 41-42. [17] Corporate investments, Sitra, http://www.sitra.fi/en/corporate-investments (last visited Mar. 10, 2013). [18] Fund investments, Sitra, http://www.sitra.fi/en/fund-investments (last visited Mar. 10, 2013). [19] The venture capital funds referred to herein mean the pooled investment made by the owners of venture capital, while whether it exists in the form of fund or others is not discussed herein. [20] Project funding, Sitra, http://www.sitra.fi/en/project-funding (last visited Mar. 10, 2013). [21] Maula, Murray & Jääskeläinen, supra note 8 at 42. [22] Jussi S. Jauhiainen, Regional and Innovation Policies in Finland – Towards Convergence and/or Mismatch? REGIONAL STUDIES, 42(7), 1031, 1032-1033 (2008). [23] id. at 1036. [24] id. at 1038. [25] id. at 1038-1039.
Research on Policies for building a digital nation in Recent Years (2016-2017)Research on Policies for building a digital nation in Recent Years (2016-2017) Recent years, the government has already made some proactive actions, including some policies and initiatives, to enable development in the digital economy and fulfill the vision of Digital Nation. Those actions are as follows: 1. CREATING THE “FOOD CLOUD” FOR FOOD SAFETY CONTROLS Government agencies have joined forces to create an integrated “food cloud” application that quickly alerts authorities to food safety risks and allows for faster tracing of products and ingredients. The effort to create the cloud was spearheaded by the Executive Yuan’s Office of Food Safety under the leadership of Vice Premier Chang San-cheng on January 12, 2016. The “food cloud” application links five core systems (registration, tracing, reporting, testing, and inspection) from the Ministry of Health and Welfare (MOHW) with eight systems from the Ministry of Finance, Ministry of Economic Affairs, Ministry of Education (MOE), Council of Agriculture and Environmental Protection Administration. The application gathers shares and analyzes information in a methodical and systematic manner by employing big data technology. To ensure the data can flow properly across different agencies, the Office of Food Safety came up with several products not intended for human consumption and had the MOHW simulate the flow of those products under import, sale and supply chain distribution scenarios. The interministerial interface successfully analyzed the data and generated lists of food risks to help investigators focus on suspicious companies. Based on these simulation results, the MOHW on September 2, 2015, established a food and drug intelligence center as a mechanism for managing food safety risks and crises on the national level. The technologies for big data management and mega data analysis will enable authorities to better manage food sources and protect consumer health. In addition, food cloud systems established by individual government agencies are producing early results. The MOE, for instance, rolled out a school food ingredient registration platform in 2014, and by 2015 had implemented the system across 22 countries and cities at 6,000 schools supplying lunches for 4.5 million students. This platform, which made school lunch ingredients completely transparent, received the 2015 eAsia Award as international recognition for the use of information technology in ensuring food safety. 2. REVISING DIGITAL CONVERGENCE ACTS On 2016 May 5th, the Executive Yuan Council approved the National Communications Commission's (NCC) proposals, drafts of “Broadcasting Terrestrial and Channel Service Suppliers Administration Act”, “Multichannel Cable Platform Service Administration Act”, “Telecommunications Service Suppliers Act”, “Telecommunications Infrastructure and Resources Administration Act”, “Electronic Communications Act”, also the five digital convergence laws. They will be sent to the Legislature for deliberation. But in the end, this version of five digital convergence bills did not pass by the Legislature. However, later on, November 16, 2017, The Executive Yuan approved the new drafts of “Digital Communication Act” and the “Telecommunication Service Management Act”. The “Digital Communication Act” and the “Telecommunication Service Management Act” focused summaries as follows: 1. The digital communication bill A. Public consultation and participation. B. The digital communication service provider ought to use internet resource reasonability and reveal network traffic control measures. C. The digital communication service provider ought to reveal business information and Terms of Service. D. The responsibility of the digital communication service provider. 2. The telecommunication service management bill A. The telecommunication service management bill change to use registration system. B. The general obligation of telecommunications to provide telecommunication service and the special obligation of Specific telecommunications. C. Investment, giving, receiving and merging rules of the telecommunication service. Telecommunications are optimism of relaxing rules and regulations, and wish it would infuse new life and energy into the market. Premier Lai instructed the National Communications Commission and other agencies to elucidate the contents of the two communication bills to all sectors of society, and communicate closely with lawmakers of all parties to build support for a quick passage of the bills. 3. FOCUSING ON ICT SECURITY TO BUILD DIGITAL COUNTRIES The development of ICT has brought convenience to life but often accompanied by the threat of illegal use, especially the crimes with the use of new technologies such as Internet techniques and has gradually become social security worries. Minor impacts may cause inconvenience to life while major impacts may lead to a breakdown of government functions and effects on national security. To enhance the capability of national security protection and to avoid the gap of national security, the Executive Yuan on August 1st 2016 has upgraded the Office of Information and Communication Security into the Agency of Information and Communication Security, a strategic center of R.O.C security work, integrating the mechanism of the whole government governance of information security, through specific responsibility, professionalism, designated persons and permanent organization to establish the security system, together with the relevant provisions of the law so that the country's information and communication security protection mechanism will become more complete. The efforts to the direction could be divided into three parts: First, strengthening the cooperation of government and private sectors of information security: In a sound basis of legal system, the government plans to strengthen the government and some private sectors’ information security protection abilities ,continue to study and modify the relevant amendments to the relevant provisions, strengthen public-private collaborative mechanism, deepen the training of human resources and enhance the protection of key information infrastructure of our country. Second, improving the information and communication security professional capability: information and communication security business is divided into policy and technical aspects. While the government takes the responsibility for policy planning and coordination, the technical service lies in an outsourcing way. Based on a sound legal system, the government will establish institutionalized and long-term operation modes and plan appropriate organizational structures through the discussion of experts and scholars from all walks of life. Third, formulating Information and Communication Safety Management Act and planning of the Fifth National Development Program for Information and Communication Security: The government is now actively promoting the Information and Communication Safety Management Act as the cornerstone for the development of the national digital security and information security industry. The main content of the Act provides that the applicable authorities should set up security protection plan at the core of risk management and the procedures of notification and contingency measures, and accept the relevant administrative check. Besides the vision of the Fifth National Development Program for Information and Communication Security which the government is planning now is to build a safe and reliable digital economy and establish a safe information and communication environment by completing the legal system of information and communication security environment, constructing joint defense system of the national Information and Communication security, pushing up the self-energy of the industries of information security and nurture high-quality human resources for elite talents for information security. 4. THE DIGITAL NATION AND INNOVATIVE ECONOMIC DEVELOPMENT PLAN The Digital Nation and Innovative Economic Development Plan (2017-2025) known as “DIGI+” plan, approved by the Executive Yuan on November 24, 2016. The plan wants to grow nation’s digital economy to NT $ 6.5 trillion (US$205.9 billion), improve the digital lifestyle services penetration rate to 80 %, increase broadband connections to 2 Gbps, ensure citizens’ basic rights to have 25 Mbps broadband access, and put our nation among the top 10 information technology nations worldwide by 2025. The plan contains several important development strategies: DIGI+ Infrastructure: Build infrastructure conducive to digital innovation. DIGI+ Talent: Cultivate digital innovation talent. DIGI+ Industry: Support cross-industry transformation through digital innovation. DIGI+ Rights: Make R.O.C. an advanced society that respects digital rights and supports open online communities. DIGI+ Cities: Build smart cities through cooperation among central and local governments and the industrial, academic and research sectors. DIGI+ Globalization: Boost nation’s standing in the global digital service economy. The plan also highlights few efforts: First is to enrich “soft” factors and workforce to create an innovative environment for digital development. To construct this environment, the government will construct an innovation-friendly legal framework, cultivate interdisciplinary digital talent, strengthen research and develop advanced digital technologies. Second is to enhance digital economy development. The government will incentivize innovative applications and optimize the environment for digital commerce. Third, the government will develop an open application programming interface for government data and create demand-oriented, one-stop smart government cloud services. Fourth, the government will ensure broadband access for the disadvantaged and citizens of the rural area, implement the participatory process, enhance different kinds of international cooperation, and construct a comprehensive humanitarian legal framework with digital development. Five is to build a sustainable smart country. The government will use smart network technology to build a better living environment, promote smart urban and rural area connective governance and construction and use on-site research and industries innovation ecosystem to assist local government plan and promote construction of the smart country. In order to achieve the overall effectiveness of the DIGI + program, interdisciplinary, inter-ministerial, inter-departmental and inter-departmental efforts will be required to collaborate with the newly launched Digital National Innovation Economy (DIGI +) Promotion Team. 5. ARTIFICIAL INTELLIGENCE SCIENTIFIC RESEARCH STRATEGY The Ministry of Science and Technology (MOST) reported strategy plan for artificial intelligence (AI) scientific research at Cabinet meeting on August 24, 2017. Artificial intelligence is a powerful and inevitable trend, and it will be critical to R.O.C.’s competitiveness for the next 30 years. The ministry will devote NT$16 billion over the next five years to building an AI innovation ecosystem in R.O.C. According to MOST, the plan will promote five strategies: 1. Creating an AI platform to provide R&D services MOST will devote NT$5 billion over the next four years to build a platform, integrating the resources, providing a shared high-speed computing environment and nurturing emerging AI industries and applications. 2. Establishing an AI innovative research center MOST will four artificial intelligence innovation research centers across R.O.C. as part of government efforts to enhance the nation’s competitiveness in AI technology. The centers will support the development of new AI in the realms of financial technology, smart manufacturing, smart healthcare and intelligent transportation systems. 3. Setting up AI robot maker spaces An NT$2 billion, four-year project assisting industry to develop the hardware-software integration of robots and innovative applications was announced by the Ministry of Science and Technology. 4. Subsidizing a semiconductor “moonshot” program to explore ambitious and groundbreaking smart technologies This program will invest NT$4 billion from 2018 through 2021 into developing semiconductors and chip systems for edge devices as well as integrating the academic sector’s R&D capabilities and resources. the project encompasses cognitive computing and AI processor chips; next-generation memory designs; process technologies and materials for key components of sensing devices; unmanned vehicles, AR and VR; IoT systems and security. 5. Organizing Formosa Grand Challenge competitions The program is held in competitions to engage young people in the development of AI applications. The government hopes to extend R.O.C.’s industrial advantages and bolster the country’s international competitiveness, giving R.O.C. the confidence to usher in the era of AI applications. All of these efforts will weave people, technologies, facilities, and businesses into a broader AI innovation ecosystem. 6. INTELLIGENT TRANSPORTATION SYSTEM PLANS Ministry of Transportation and Communications (MOTC) launched plans to develop intelligent transportation systems at March 7th in 2017. MOTC integrates transportation and information and communications technology through these plans to improve the convenience and reduce the congestion of the transportation. These plans combine traffic management systems for highways, freeways and urban roads, a multi-lane free-flow electronic toll collection system, bus information system that provides timely integrated traffic information services, and public transportation fare card readers to reduce transport accidence losses, inconvenience of rural area, congestion of main traffic arteries and improve accessibility of public transportation. There are six plans are included: 1. Intelligent transportation safety plan; 2. Relieve congestion on major traffic arteries; 3. Make transportation more convenient in Eastern Taiwan and remote areas; 4. Integrate and share transportation resources; 5. Develop “internet-of-vehicles” technology applications; and 6. Fundamental R&D for smart transportation technology. These plans promote research and development of smart vehicles and safety intersections, develop timely bus and traffic information tracking system, build a safe system of shared, safe and green-energy smart system, and subsidize the large vehicles to install the vision enhancement cameras to improve the safety of transportation. These plans also use eTag readers, vehicle sensors and info communication technologies to gather the traffic information and provide timely traffic guidance, reduce the congestion of the traffic flow. These plans try to use demand-responsive transit system with some measures such as combine public transportation and taxi, to improve the flexibility of the public traffic service and help the basic transportation needs of residents in eastern Taiwan and rural areas to be fulfilled. A mobile transport service interface and a platform that integrating booking and payment processes are also expected to be established to provide door-to-door transportation services and to integrate transportation resources. And develop demonstration projects of speed coordination of passenger coach fleets, vehicle-road interaction technology, and self-driving car to investigate and verify the issues in technological, operational, industrial, legal environments of internet-of-vehicles applications in our country. Last but not least, research and development on signal control systems that can be used in both two and four-wheeled vehicles, and deploy an internet-of-vehicles prototype platform and develop drones traffic applications. These plans are expected to reduce 25% traffic congestion, 20% of motor vehicle incidence, leverage 10% using rate of public transportation, raise 20% public transportation service accessibility of rural area and create NT$30 billion production value. After accomplishing these targets, the government can establish a comprehensive transportation system and guide industry development of relating technology areas. Through the aforementioned initiatives, programs, and plans, the government wants to construct the robust legal framework and policy environment for digital innovation development, and facilitate the quality of citizens in our society.
Taiwan Recent Regulatory Development- Promoting Biotech and New Pharmaceuticals IndustryOver the past twenty years, the Government has sought to cultivate the biopharmaceutical industry as one of the future major industry in Taiwan. Back in 1982, the Government has begun to regard biotechnology as a key technology in Technology Development Program, demonstrated that biotechnology is a vital technology in pursuit of future economic growth. Subsequently, the Government initiated national programs that incorporated biotechnology as a blueprint for future industrial development. In order to enhance our competitiveness and building an initial framework for the industry, The Executive Yuan has passed the Biotechnology Industry Promotion Plan. As the Government seeks to create future engines of growth by building an environment conducive for enterprise development, the Plan has been amended four times, and implemented measures focused on the following six areas: related law and regulations, R&D and applications, technology transfer and commercialization, personnel training, investment promotion and coordination, marketing information and marketing service. In 2002, the Executive Yuan approved the Challenge 2008, a six-year national development plan, pointing out biotechnology industry as one of the Two Trillion, Twin Stars industries. The Government planned for future economic growth by benefiting through the attributes of the biotechnology: high-tech, high-reward and less pollution. Thus, since 1997 the Strategic Review Board (SRB) under the Executive Yuan Science and Technology Advisory Panel has taken action in coordinating government policies with industry comments to form a sound policy for the biotechnology industry. Additionally, a well-established legal system for sufficient protection of intellectual property rights is the perquisite for building the industry, as the Government recognized the significance through amending and executing related laws and regulations. By stipulating data exclusivity and experimental use exception in the Pharmaceutical Affair Act, tax benefits provided in Statute for Upgrading Industries , Incentives for Production and R&D of Rare Disease Medicine, Incentives for Medical Technology Research and Development, provide funding measures in the Guidance of Reviewing Programs for Promoting Biotechnology Investment. Clearly, the government has great expectation for the industry through establishing a favorable environment by carrying out these policies and revising outdated regulations. Thus, the Legislative Yuan has passed the “Act for The Development of Biotechnology and New Pharmaceuticals Industry” in June, 2007, and immediately took effect in July. The relevant laws and regulations became effective as well, driving the industry in conducting researches on new drugs and manufacturing new products, increasing sales and expanding the industry to meet an international level. For a biopharmaceutical industry that requires long-term investment and costly R&D, incentive measures is vital to the industry’s survival before the product launches the market. Accordingly, this article will be introducing the recent important regulation that supports the biopharmaceutical industry in Taiwan, and analyzing the government’s policies. Biotechnology is increasingly gaining global attention for its potential in building future economic growth and generating significant profits. In an effort to support the biotechnology industry in Taiwan, the Government has made a step forward by enacting the “Act for the Development of Biotech and New Pharmaceutical Industry”. The biopharmaceutical industry is characterized as high-risk and high-reward, strong government support and a well-developed legal system plays a vital role from its establishment throughout the long term development. Therefore, the Act was enacted tailor to the Biotech and New Pharmaceutical Industry, primarily focuses on tax benefits, R&D activities, personnel recruitment and investment funding, in support of start-up companies and attracting a strong flow of funding worldwide. To pave the way for promoting the biopharmaceutical industry and the Biotech and New Pharmaceutical Company, here the article will be introducing the incentive measures provided in the Act, and supporting development of the industry, demonstrating the efforts made by the Government to build a “Bio-tech Island”. Reference “Act for Development of Biotech and New Pharmaceutical Industry”, webpage of Law and Regulations Database of the Republic of China. 4 July, 2007. Ministry of Justice, Taiwan. 5 Nov. 2008 http://law.moj.gov.tw/Eng/Fnews/FnewsContent.asp?msgid=3180&msgType=en&keyword=undefined
Draft of AI Product and System Evaluation Guidelines Released by the Administration for Digital Industries to Enhance AI GovernanceDraft of AI Product and System Evaluation Guidelines Released by the Administration for Digital Industries to Enhance AI Governance 2024/08/15 I. AI Taiwan Action Plan 2.0 In 2018, the Executive Yuan launched the “AI Taiwan Action Plan” to ensure that the country keeps pace with AI developments. This strategic initiative focuses on attracting top talent, advancing research and development, and integrating AI into critical sectors such as smart manufacturing and healthcare. The action plan has sparked growing discussion on AI regulation. Through these efforts, Taiwan aims to position itself as a frontrunner in the global smart technology landscape. Later in 2023, the Executive Yuan updated the action plan, releasing “AI Taiwan Action Plan 2.0” to further strengthen AI development. “AI Taiwan Action Plan 2.0” outlines five main pillars: 1. Talent Development: Enhancing the quality and quantity of AI expertise, while improving public AI literacy through targeted education and training initiatives. 2. Technological and Industrial Advancement: Focusing on critical AI technologies and applications to foster industrial growth; and creating the Trustworthy AI Dialogue Engine (TAIDE) that communicates in Traditional Chinese. 3. Enhancing work environments: Establishing robust AI governance infrastructure to facilitate industry and governmental regulation, and to foster compliance with international standards. 4. International Collaboration: Expanding Taiwan's role in international AI forums, such as the Global Partnership on AI, to collaborate on developing trustworthy AI practices. 5. Societal and Humanitarian Engagement: Utilizing AI to tackle pressing societal challenges such as labor shortages, an aging population, and environmental sustainability. II. AI Product and System Evaluation Guidelines: A Risk-based Approach to AI Governance To support infrastructure, in March 2024, the Administration for Digital Industries issued the draft AI Product and System Evaluation Guidelines. The Guidelines are intended to serve as a reference for industry when developing and using AI products and systems, thus laying a crucial foundation for advancing AI-related policies in Taiwan. The Guidelines outline several potential risks associated with AI: 1. Third-Party Software and Hardware: While third-party software, hardware, and datasets can accelerate development, they may also introduce risks into AI products and systems. Therefore, effective risk management policies are crucial. 2. System Transparency: The lack of transparency in AI products and systems makes risk assessment relatively challenging. Inadequate transparency in AI models and datasets also pose risks for development and deployment. 3. Differences in Risk Perception: Developers of AI products and systems may overlook risks specific to different application scenarios. Moreover, risks may gradually emerge as the product or system is used and trained over time. 4. Application Domain Risks: Variations between testing results and actual operational performance can lead to differing risk assessments for evaluated products and systems. 5. Deviation from Human Behavioral Norms: If AI products and systems behave unexpectedly compared to human operations, this can indicate a drift in the product, system, or model, thereby introducing risks. The Guidelines also specify that businesses have to categorize risks when developing or using AI products and systems, and manage them in accordance with these classifications. In alignment with the EU AI Act, risks are classified into four levels: unacceptable, high, limited, and minimal. 1. Unacceptable Risk: If AI systems used by public or private entities provide social scoring of individuals, this could lead to discriminatory outcomes and the exclusion of certain groups. Furthermore, if AI systems are employed to manipulate the cognitive behavior of individuals or vulnerable populations, causing physical or psychological harm, such systems are deemed unacceptable and prohibited. 2. High risk: AI systems are classified as high-risk in several situations. These include applications used in critical infrastructure, such as transportation, where there is potential risk to citizens' safety and health. These situations also encompass AI systems involved in educational or vocational training (such as exam scoring), which can determine access to education or professional paths. AI used as safety-critical product components, such as robot-assisted surgery, also falls into this category. In the employment sector, AI systems used for managing recruitment processes, including CV-sorting software, are considered high-risk. Essential private and public services, such as credit scoring systems that impact loan eligibility, also fall under high-risk. AI used in law enforcement in ways that it may affect fundamental rights, such as evaluating the reliability of evidence, is also included. AI systems involved in migration, asylum, and border control, such as automated visa application examinations, are categorized as high-risk. Finally, AI solutions used in the administration of justice and democratic processes, such as court ruling searches, are also classified as high-risk. If an AI system is classified as high risk, it must be evaluated across ten criteria—Safety, Explainability, Resilience, Fairness, Accuracy, Transparency, Accountability, Reliability, Privacy, and Security—to ensure the AI system’s quality. 3. Limited risk: When an AI product or system is classified as having limited risk, it is up to the enterprise to determine whether an evaluation is required. The Guidelines also introduce specific transparency obligations to ensure that humans are informed when necessary, thus fostering trust. For instance, when using AI systems such as chatbots or systems for generating deepfake content, humans must be made aware that they are interacting with a machine so they can take an informed decision to continue or step back. 4. Minimal or no risk: The Guidelines allow the free use of minimal-risk AI. This includes applications such as AI-enabled video games and spam filters. Ⅲ. Conclusion The AI Product and System Evaluation Guidelines represent a significant step forward in establishing a robust, risk-based framework for AI governance in Taiwan. By aligning with international standards like the EU AI Act, these Guidelines ensure that AI products and systems are rigorously assessed and categorized into four distinct risk levels: unacceptable, high, limited, and minimal. This structured approach allows businesses to manage AI-related risks more effectively, ensuring that systems are safe, transparent, and accountable. The emphasis on evaluating AI systems across ten critical criteria—including safety, explainability, and fairness—reflects a comprehensive strategy to mitigate potential risks. This proactive approach not only safeguards the public but also fosters trust in AI technologies. By setting clear expectations and responsibilities for businesses, the Guidelines promote responsible development and deployment of AI, ultimately contributing to Taiwan's goal of becoming a leader in the global AI landscape.