Review of Taiwan's Existing Regulations on the Access to Bioloical Resources

The activities of accessing to Taiwan's biological resources can be governed within certain extent described as follows.

1 、 Certain Biological Resources Controlled by Regulations

Taiwan's existing regulation empowers the government to control the access to biological resources within certain areas or specific species. The National Park Law, the Forestry Act, and the Cultural Heritage Preservation Act indicate that the management authority can control the access of animals and plants inside the National Park, the National Park Control Area, the recreational area, the historical monuments, special scenic area, or ecological protection area; forbid the logging of plants and resources within the necessary control area for logging and preserved forestry, or control the biological resources inside the natural preserved area. In terms of the scope of controlled resources, according to the guidance of the Wildlife Conservation Act and the Cultural Heritage Preservation Act, governmental management authority is entitled to forbid the public to access the general and protected wild animals and the plant and biological resources that are classified as natural monuments.

To analyse the regulation from another viewpoint, any access to resources in areas and of species other than the listed, such as wild plants or microorganism, is not regulated. Therefore, in terms of scope, Taiwan's management of the access to biological resources has not covered the whole scope.

2 、 Access Permit and Entrance Permit

Taiwan's current management of biological resources adopts two kinds of schemes: access permit scheme and entrance permit in specific areas. The permit allows management authority to have the power to grant and reject the collection, hunting, or other activities to access resources by people. This scheme is similar to the international standard.

The current management system for the access to biological resources promoted by many countries and international organizations does not usually cover the guidance of entrance in specific areas. This is resulting from that the scope of the regulation about access applies for the whole nation. However, since Taiwan has not developed regulations specifically for the access of bio-research resources, the import/export regulations in the existing Wildlife Conservation Act, National Park Law, Forestry Act, and Cultural Heritage Preservation Act may provide certain help if these regulations be properly connected with the principle of access and benefit sharing model, so that they will help to urge people to share the research interests.

3 、 Special Treatments for Academic Research Purpose and Aborigines

Comparing to the access for the purpose of business operation, Taiwan's regulations favour the research and development that contains collection and hunting for the purpose of academic researches. The regulation gives permits to the access to biological resources for the activities with nature of academic researches. For instance, the Wildlife Conservation Act, National Park Law, and theCultural Heritage Preservation Act allow the access of regulated biological resources, if the academic research unit obtains the permit, or simply inform the management authority.

In addition, the access by the aborigines is also protected by the Forestry Act, Cultural Heritage Preservation Act, and the Aboriginal Basic Act. The aborigines have the right to freely access to biological resources such as plants, animals and fungi.

4 、 The Application of Prior Informed Consent (PIC)

In topics of the access to and benefit sharing of biological resources, the PIC between parties of interests has been the focus of international regulation. Similarly, when Taiwan was establishing theAboriginal Basic Act, this regulation was included to protect the aborigines' rights to be consulted, to agree, to participate and to share the interests. This conforms to the objective of access and benefit sharing system.

5 、 To Research and Propose the Draft of Genetic Resources Act

The existing Wildlife Conservation Act, National Park Law, Forestry Act,Cultural Heritage Preservation Act, Aboriginal Basic Act provide the regulation guidance to the management of the access to biological resources within certain scope. Comparing to the international system of access and benefit sharing, Taiwan's regulation covers only part of the international guidance. For instance, Taiwan has no regulation for the management of wild plants and micro-organism, so there is no regulation to confine the access to wild plants and microorganism. To enlarge the scope of management in terms of the access to Taiwan's biological resources, the government authority has authorize the related scholars to prepare the draft of Genetic Resources Act.

The aim of the Genetic Resources Act is to establish the guidance of the access of genetic resources and the sharing of interests in order to preserve the genetic resources. The draft regulates that the bio-prospecting activity should be classified into business and academic, with the premise of not interfering the traditional usages.

After classification, application of the permit should be conducted via either general or express process. During the permit application, the prospector, the management authority, and the owner of the prospected land should conclude an agreement jointly. In the event that the prospector wishes to apply for intellectual property rights, the prospector should disclose the origin of the genetic resources and provide the legally effective documents of obtaining these resources. In addition, a Biodiversity Fund should be established to manage the profits derived from genetic resources. The import/export of genetic resources should also be regulated. Violators should be fined.

※Review of Taiwan's Existing Regulations on the Access to Bioloical Resources,STLI, https://stli.iii.org.tw/en/article-detail.aspx?no=55&tp=2&i=168&d=6137 (Date:2024/05/05)
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Taiwan Announced the Biobanks Regulations and Management Practices

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Analyzing the Framwork of the Regulation「Act For The Development of Biotech And New Pharmaceuticals Industry」in Taiwan

Taiwan Government passed The「Act for the Development of Biotech and New Pharmaceuticals Industry」for supporting the biopharmaceutical industry. The purpose of the Act is solely for biopharmaceutical industry, and building the leading economic force in Taiwan. To fulfill this goal, the Act has enacted regulations concerning funding, taxation and recruitment especially for the biopharmaceutical industry. The Act has been seen as the recent important law in the arena of upgrading industry regulation on the island. It is also a rare case where single legislation took place for particular industry. After the Act came into force, the government has promulgated further regulations to supplement the Act, including Guidance for MOEA-Approved Biotech and New Pharmaceuticals Company Issuing Stock Certificate, Deductions on Investments in R&D and Personnel Training of Biotech and New Pharmaceuticals Company, Guidance for Deduction Applicable to Shareholders of Profit-Seeking Enterprises -Biotech and New Pharmaceuticals Company etc. The following discussions are going to introduce the Act along with related incentive measures from an integrated standpoint. 1 、 Scope of Application According to Article 3 of the Act, 「Biotech and New Pharmaceuticals Industry」 refers to the industry that deals in New Rugs and High-risk Medical devices used by human beings, animals, and plants; 「Biotech and New Pharmaceuticals Company」 refers to a company in the Biotech and New Pharmaceuticals Industry that is organized and incorporated in accordance with the Company Act and engages in the research, development, and manufacture of new drugs and high-risk medical devices. Thus, the Act applies to company that conducts research and manufacture product in new drug or high-risk medical devices for human and animal use. Furthermore, to become a Biotech and New Pharmaceuticals Company stipulated in the Act, the Company must receive letter of approval to establish as a Biotech and New Pharmaceuticals Company valid for five years. Consequently, company must submit application to the authority for approval by meeting the following requirements: (1) Companies that conduct any R&D activities or clinical trials must receive permission, product registration, or proof of manufacture for such activities from a competent authority. However, for those conducted these activities outside the country will not apply. (2) When applied for funding for the previous year or in the same year, the expense on R&D in the previous year exceeds 5% of the total net revenue within the same year; or the expenses exceeds 10% of the total capital of the company. (3) Hired at least five R&D personnel majored in biotechnology. For New Drug and High-Risk Medical Device are confined in specific areas. New Drug provided in the Act refers to a drug that has a new ingredient, a new therapeutic effect or a new administration method as verified by the central competent authorities. And High-Risk Medical Device refers to a type of Class III medical devices implanted into human bodies as verified by the central competent authorities. Therefore, generic drug, raw materials, unimplanted medical device, and medical device are not qualified as type III, are all not within the scope of the Act and are not the subject matter the Act intends to reward. 2 、 Tax Benefits Article 5, 6 and 7 provided in the Act has followed the footsteps of Article 6 and 8 stipulated of the Statute, amending the rules tailored to the biopharmaceutical industry, and provided tax benefits to various entities as 「Biotech and New Pharmaceuticals Company」, 「Investors of Biotech and New Pharmaceuticals Industry」, 「Professionals and Technology Investors」. (1) Biotech and New Pharmaceuticals Company In an effort to advance the biopharmaceutical industry, alleviate financial burden of the companies and strengthen their R&D capacity. The Act has provided favorable incentive measures in the sector of R&D and personnel training. According to Article 5: 「For the purpose of promoting the Biotech and New Pharmaceuticals Industry, a Biotech and New Pharmaceuticals Company may, for a period of five years from the time it is subject to profit-seeking enterprise income tax payable, enjoy a reduction in its corporate income tax payable, for up to 35% of the total funds invested in research and development (R&D) and personnel training each year.」 Consequently, company could benefit through tax deduction and relieve from the stress of business operation. Moreover, in supporting Biotech and New Pharmaceutical Company to proceed in R&D and personnel training activities, the Act has set out rewards for those participate in ongoing R&D and training activities. As Article 5 provided that」 If the R&D expenditure of a particular year exceeds the average R&D expenditure of the previous two years, or if the personnel training expenditure of a particular year exceeds the average personnel training expenditure of the pervious two years, 50% of the exceed amount in excess of the average may be used to credit against the amount of profit-seeking enterprise income tax payable. 「However, the total amount of investment credited against by the payable corporate income tax in each year shall not exceed 50% of the amount of profit-seeking enterprise income tax payable by a Biotech and New Pharmaceuticals Company in a year, yet this restriction shall not apply to the amount to be offset in the last year of the aforementioned five-year period. Lastly, Article 5 of the Act shall not apply to Biotech and New Pharmaceutical Company that set up headquarters or branches outside of Taiwan. Therefore, to be qualified for tax deduction on R&D and personnel training, the headquarters or branches of the company must be located in Taiwan. (2) Investors of Biotech and New Pharmaceuticals Company To raise funding, expand business development, and attract investor continuing making investments, Article 6 of the Act has stated that 「In order to encourage the establishment or expansion of Biotech and New Pharmaceuticals Companies, a profit-seeking enterprise that subscribes for the stock issued by a Biotech and New Pharmaceuticals Company at the time of the latter's establishment or subsequent expansion; and has been a registered shareholder of the Biotech and New Pharmaceuticals Company for a period of 3 years or more, may, for a period of five years from the time it is subject to corporate income tax, enjoy a reduction in its profit-seeking enterprise income tax payable for up to 20% of the total amount of the price paid for the subscription of shares in such Biotech and New Pharmaceuticals Company.」 Yet 「If the afore-mentioned profit-seeking enterprise is a venture capital company (「VC」), such VC corporate shareholders may, for a period of five years from the fourth anniversary year of the date on which the VC becomes a registered shareholder of the subject Biotech and New Pharmaceuticals Company, enjoy a reduction in their profit-seeking enterprise income tax payable based on the total deductible amount enjoyed by the VC under Paragraph 1 hereof and the shareholders' respective shareholdings in the VC.」 The government enacted this regulation to encourage corporations and VC to invest in biotech and new pharmaceutical company, and thus provide corporate shareholders with 20% of profit-seeking enterprise income tax payable deduction, and provide VC corporate shareholders tax deduction that proportion to its shareholdings in the VC. (3) Top Executives and Technology Investors Top Executives refer to those with biotechnology background, and has experience in serving as officer of chief executive (CEO) or manager; Technology Investors refer to those acquire shares through exchange of technology. As biopharmaceutical industry possesses a unique business model that demands intensive technology, whether top executives and technology investors are willing to participate in a high risk business and satisfy the needs of industry becomes a critical issue. Consequently, Article 7 of the Act stated that 「In order to encourage top executives and technology investors to participate in the operation of Biotech and New Pharmaceuticals Companies and R&D activities, and to share their achievements, new shares issued by a Biotech and New Pharmaceuticals Company to top executives and technology investors (in return of their knowledge and technology) shall be excluded from the amount of their consolidated income or corporate income of the then current year for taxation purposes; provided, however, that if the title to the aforesaid shares is transferred with or without consideration, or distributed as estate, the total purchase price or the market value of the shares at the time of transfer as a gift or distribution as estate shall be deemed income generated in that tax year and such income less the acquisition cost shall be reported in the relevant income tax return.」 Additionally, 「For the title transfer of shares under the preceding paragraph, the Biotech and New Pharmaceuticals Company concerned shall file a report with the local tax authorities within thirty 30 days from the following day of the title transfer.」 Purpose of this regulation is to attract top executives and technology personnel for the company in long-term through defer taxation. Moreover, the Biotech and New Pharmaceutical Company usually caught in a prolong period of losses, and has trouble financing through issuing new shares, as stipulated par value of each share cannot be less than NTD $10.Thus, in order to offer top executive and technology investors incentives and benefits under such circumstances, Article 8 has further provided that」Biotech and New Pharmaceutical Companies may issue subscription warrants to its top executives and technology investors, provided that the proposal for the issuance of the aforesaid subscription warrants shall pass resolution adopted by a majority votes of directors attended by at least two-thirds (2/3) of all the directors of the company; and be approved by the competent authorities. Holders of the subscription warrants may subscribe a specific number of shares at the stipulated price. The amount of stipulated price shall not be subject to the minimum requirement, i.e. par value of the shares, as prescribed under Article 140 of the Company Act. Subscription of the shares by exercising the subscription warrant shall be subject to income tax in accordance with Article 7 hereof. if a Biotech and New Pharmaceutical Company issue new shares pursuant to Article 7 hereof, Article 267 of the Company Act shall not apply. The top executives and technology investors shall not transfer the subscription warrant acquired to pursuant to this Article.」 These three types of tax benefits are detailed incentive measures tailor to the biopharmaceutical industry. However, what is noteworthy is the start date of the benefits provided in the Act. Different from the Statue, the Act allows company to enjoy these benefits when it begins to generate profits, while the Statute provides company tax benefits once the authority approved its application in the current year. Thus, Biotech and New Pharmaceuticals Company enjoys tax benefits as the company starts to make profit. Such approach reflects the actual business operation of the industry, and resolves the issue of tax benefits provided in the Statue is inapplicable to the biopharmaceutical industry. 3 、 Technical Assistance and Capital Investment Due to the R&D capacity and research personnel largely remains in the academic circle, in order to encourage these researchers to convert R&D efforts into commercial practice, the government intends to enhance the collaboration among industrial players, public institutions, and the research and academic sectors, to bolster the development of Biotech and New Pharmaceuticals Company. However, Article 13 of Civil Servants Service Act prohibits officials from engaging in business operation, the Act lifts the restriction on civil servants. According to Article 10 of the Act provided that」For a newly established Biotech and New Pharmaceuticals Company, if the person providing a major technology is a research member of the government research organization, such person may, with the consent of the government research organization, acquired 10% or more of the shares in the Biotech and New Pharmaceuticals Company at the time of its establishment, and act as founder, director, or technical adviser thereof. In such case, Article 13 of the Civil Servants Service Act shall not apply. And the research organization and research member referred to thereof shall be defined and identified by the Executive Yuan, in consultation with the Examination Yuan.」 This regulation was enacted because of the Civil Servants Services Act provided that public officials are not allowed to be corporate shareholders. However, under certain regulations, civil servants are allowed to be corporate shareholders in the sector of agriculture, mining, transportation or publication, as value of the shares cannot exceed 10% of the total value of the company, and the civil servant does not served in the institution. In Taiwan, official and unofficial research institution encompasses most of the biotechnology R&D capacity and research personnel. If a researcher is working for a government research institution, he would be qualified as a public servant and shall be governed by the Civil Servants Service Act. As a result of such restriction, the Act has lifted the restriction and encouraged these researchers to infuse new technologies into the industry. At last, for advancing the development of the industry, Article 11 also provided that 」R&D personnel of the academic and research sectors may, subject to the consent of their employers, served as advisors or consultants for a Biotech and New Pharmaceuticals Company.」 4 、 Other Regulations For introducing and transferring advanced technology in support of the biopharmaceutical industry, Article 9 stated that 「Organization formed with government funds to provide technical assistance shall provide appropriate technical assistance as may be necessary.」 Besides technical assistance, government streamlines the review process taken by various regulatory authorities, in order to achieve an improved product launch process result in faster time-to-market and time-to profit. As Article 12 provided that 「the review and approval of field test, clinical trials, product registration, and others, the central competent authorities shall establish an open and transparent procedure that unifies the review system.」

Hard Law or Soft Law? –Global AI Regulation Developments and Regulatory Considerations

Hard Law or Soft Law? –Global AI Regulation Developments and Regulatory Considerations 2023/08/18 Since the launch of ChatGPT on November 30, 2022, the technology has been disrupting industries, shifting the way things used to work, bringing benefits but also problems. Several law suits were filed by artists, writers and voice actors in the US, claiming that the usage of copyright materials in training generative AI violates their copyright.[1] AI deepfake, hallucination and bias has also become the center of discussion, as the generation of fake news, false information, and biased decisions could deeply affect human rights and the society as a whole.[2] To retain the benefits of AI without causing damage to the society, regulators around the world have been accelerating their pace in establishing AI regulations. However, with the technology evolving at such speed and uncertainty, there is a lack of consensus on which regulation approach can effectively safeguard human rights while promoting innovation. This article will provide an overview of current AI regulation developments around the world, a preliminary analysis of the pros and cons of different regulation approaches, and point out some other elements that regulators should consider. I. An overview of the current AI regulation landscape around the world The EU has its lead in legislation, with its parliament adopting its position on the AI ACT in June 2023, heading into trilogue meetings that aim to reach an agreement by the end of this year.[3] China has also announced its draft National AI ACT, scheduled to enter its National People's Congress before the end of 2023.[4] It already has several administration rules in place, such as the 2021 regulation on recommendation algorithms, the 2022 rules for deep synthesis, and the 2023 draft rules on generative AI.[5] Some other countries have been taking a softer approach, preferring voluntary guidelines and testing schemes. The UK published its AI regulation plans in March, seeking views on its sectoral guideline-based pro-innovation regulation approach.[6] To minimize uncertainty for companies, it proposed a set of regulatory principles to ensure that government bodies develop guidelines in a consistent manner.[7] The US National Institute of Standards and Technology (NIST) released the AI Risk Management Framework in January[8], with a non-binding Blueprint for an AI Bill of Rights published in October 2022, providing guidance on the design and use of AI with a set of principles.[9] It is important to take note that some States have drafted regulations on specific subjects, such as New York City’s Final Regulations on Use of AI in Hiring and Promotion came into force in July 2023.[10] Singapore launched the world’s first AI testing framework and toolkit international pilot in May 2022, with the assistance of AWS, DBS Bank, Google, Meta, Microsoft, Singapore Airlines, etc. After a year of testing, it open-sourced the software toolkit in July 2023, to better develop the system.[11] There are also some countries still undecided on their regulation approach. Australia commenced a public consultation on its AI regulatory framework proposal in June[12], seeking views on its draft AI risk management approach.[13] Taiwan’s government announced in July 2023 to propose a draft AI basic law by September 2023, covering topics such as AI-related definition, privacy protections, data governance, risk management, ethical principles, and industrial promotion.[14] However, the plan was recently postponed, indicating a possible shift towards voluntary or mandatory government principles and guidance, before establishing the law.[15] II. Hard law or soft law? The pros and cons of different regulatory approaches One of the key advantages of hard law in AI regulation is its ability to provide binding legal obligations and legal enforcement mechanisms that ensure accountability and compliance.[16] Hard law also provides greater legal certainty, transparency and remedies for consumers and companies, which is especially important for smaller companies that do not have as many resources to influence and comply with fast-changing soft law.[17] However, the legislative process can be time-consuming, slower to update, and less agile.[18] This poses the risk of stifling innovation, as hard law inevitably cannot keep pace with the rapidly evolving AI technology.[19] In contrast, soft law represents a more flexible and adaptive approach to AI regulation. As the potential of AI still remains largely mysterious, government bodies can formulate principles and guidelines tailored to the regulatory needs of different industry sectors.[20] In addition, if there are adequate incentives in place for actors to comply, the cost of enforcement could be much lower than hard laws. Governments can also experiment with several different soft law approaches to test their effectiveness.[21] However, the voluntary nature of soft law and the lack of legal enforcement mechanisms could lead to inconsistent adoption and undermine the effectiveness of these guidelines, potentially leaving critical gaps in addressing AI's risks.[22] Additionally, in cases of AI-related harms, soft law could not offer effective protection on consumer rights and human rights, as there is no clear legal obligation to facilitate accountability and remedies.[23] Carlos Ignacio Gutierrez and Gary Marchant, faculty members at Arizona State University (ASU), analyzed 634 AI soft law programs against 100 criteria and found that two-thirds of the program lack enforcement mechanisms to deliver its anticipated AI governance goals. He pointed out that credible indirect enforcement mechanisms and a perception of legitimacy are two critical elements that could strengthen soft law’s effectiveness.[24] For example, to publish stem cell research in top academic journals, the author needs to demonstrate that the research complies with related research standards.[25] In addition, companies usually have a greater incentive to comply with private standards to avoid regulatory shifts towards hard laws with higher costs and constraints.[26] III. Other considerations Apart from understanding the strengths and limitations of soft law and hard law, it is important for governments to consider each country’s unique differences. For example, Singapore has always focused on voluntary approaches as it acknowledges that being a small country, close cooperation with the industry, research organizations, and other governments to formulate a strong AI governance practice is much more important than rushing into legislation.[27] For them, the flexibility and lower cost of soft regulation provide time to learn from industries to prevent forming rules that aren’t addressing real-world issues.[28] This process allows preparation for better legislation at a later stage. Japan has also shifted towards a softer approach to minimize legal compliance costs, as it recognizes its slower position in the AI race.[29] For them, the EU AI Act is aiming at regulating Giant Tech companies, rather than promoting innovation.[30] That is why Japan considers that hard law does not suit the industry development stage they’re currently in.[31] Therefore, they seek to address legal issues with current laws and draft relevant guidance.[32] IV. Conclusion As the global AI regulatory landscape continues to evolve, it is important for governments to consider the pros and cons of hard law and soft law, and also country-specific conditions in deciding what’s suitable for the country. Additionally, a regular review on the effectiveness and impact of their chosen regulatory approach on AI’s development and the society is recommended. [1] ChatGPT and Deepfake-Creating Apps: A Running List of Key AI-Lawsuits, TFL, https://www.thefashionlaw.com/from-chatgpt-to-deepfake-creating-apps-a-running-list-of-key-ai-lawsuits/ (last visited Aug 10, 2023); Protection for Voice Actors is Artificial in Today’s Artificial Intelligence World, The National Law Review, https://www.natlawreview.com/article/protection-voice-actors-artificial-today-s-artificial-intelligence-world (last visited Aug 10, 2023). [2] The politics of AI: ChatGPT and political bias, Brookings, https://www.brookings.edu/articles/the-politics-of-ai-chatgpt-and-political-bias/ (last visited Aug 10, 2023); Prospect of AI Producing News Articles Concerns Digital Experts, VOA, https://www.voanews.com/a/prospect-of-ai-producing-news-articles-concerns-digital-experts-/7202519.html (last visited Aug 10, 2023). [3] EU AI Act: first regulation on artificial intelligence, European Parliament, https://www.europarl.europa.eu/news/en/headlines/society/20230601STO93804/eu-ai-act-first-regulation-on-artificial-intelligence (last visited Aug 10, 2023). [4] 中國國務院發布立法計畫 年內審議AI法草案,經濟日報(2023/06/09),https://money.udn.com/money/story/5604/7223533 (last visited Aug 10, 2023). [5] id [6] A pro-innovation approach to AI regulation, GOV.UK, https://www.gov.uk/government/publications/ai-regulation-a-pro-innovation-approach/white-paper (last visited Aug 10, 2023). [7] id [8] AI RISK MANAGEMENT FRAMEWORK, NIST, https://www.nist.gov/itl/ai-risk-management-framework (last visited Aug 10, 2023). [9] The White House released an ‘AI Bill of Rights’, CNN, https://edition.cnn.com/2022/10/04/tech/ai-bill-of-rights/index.html (last visited Aug 10, 2023). [10] New York City Adopts Final Regulations on Use of AI in Hiring and Promotion, Extends Enforcement Date to July 5, 2023, Littler https://www.littler.com/publication-press/publication/new-york-city-adopts-final-regulations-use-ai-hiring-and-promotionv (last visited Aug 10, 2023). [11] IMDA, Fact sheet - Open-Sourcing of AI Verify and Set Up of AI Verify Foundation (2023), https://www.imda.gov.sg/-/media/imda/files/news-and-events/media-room/media-releases/2023/06/7-jun---ai-annoucements---annex-a.pdf (last visited Aug 10, 2023). [12] Supporting responsible AI: discussion paper, Australia Government Department of Industry, Science and Resources,https://consult.industry.gov.au/supporting-responsible-ai (last visited Aug 10, 2023). [13] Australian Government Department of Industry, Science and Resources, Safe and responsible AI in Australia (2023), https://storage.googleapis.com/converlens-au-industry/industry/p/prj2452c8e24d7a400c72429/public_assets/Safe-and-responsible-AI-in-Australia-discussion-paper.pdf (last visited Aug 10, 2023). [14] 張璦,中央通訊社,AI基本法草案聚焦隱私保護、應用合法性等7面向 擬設打假中心,https://www.cna.com.tw/news/ait/202307040329.aspx (最後瀏覽日:2023/08/10)。 [15] 蘇思云,中央通訊社,2023/08/01,鄭文燦:考量技術發展快應用廣 AI基本法延後提出,https://www.cna.com.tw/news/afe/202308010228.aspx (最後瀏覽日:2023/08/10)。 [16] supra, note 13, at 27. [17] id. [18] id., at 28. [19] Soft law as a complement to AI regulation, Brookings, https://www.brookings.edu/articles/soft-law-as-a-complement-to-ai-regulation/ (last visited Aug 10, 2023). [20] supra, note 5. [21] Gary Marchant, “Soft Law” Governance of Artificial Intelligence (2019), https://escholarship.org/uc/item/0jq252ks (last visited Aug 10, 2023). [22] How soft law is used in AI governance, Brookings,https://www.brookings.edu/articles/how-soft-law-is-used-in-ai-governance/ (last visited Aug 10, 2023). [23] supra, note 13, at 27. [24] Why Soft Law is the Best Way to Approach the Pacing Problem in AI, Carnegie Council for Ethics in International Affairs,https://www.carnegiecouncil.org/media/article/why-soft-law-is-the-best-way-to-approach-the-pacing-problem-in-ai (last visited Aug 10, 2023). [25] id. [26] id. [27] Singapore is not looking to regulate A.I. just yet, says the city-state’s authority, CNBC,https://www.cnbc.com/2023/06/19/singapore-is-not-looking-to-regulate-ai-just-yet-says-the-city-state.html#:~:text=Singapore%20is%20not%20rushing%20to,Media%20Development%20Authority%2C%20told%20CNBC (last visited Aug 10, 2023). [28] id. [29] Japan leaning toward softer AI rules than EU, official close to deliberations says, Reuters, https://www.reuters.com/technology/japan-leaning-toward-softer-ai-rules-than-eu-source-2023-07-03/ (last visited Aug 10, 2023). [30] id. [31] id. [32] id.

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