1. Sitra Venture Capital Investment Model
In order to comprehend how to boost innovation business development to upgrade innovation ability, we analyze and compare the innovation systems applied in Sweden, France and Finland[1] . We analyze and compare the characteristics, strength and weakness of innovation promotion models in terms of funding, networking and professional guidance. Generally, the first difficulty which a start-up needs to deal with when it is founded initially is the funding. Particularly, a technology company usually requires tremendous funding when it is founded initially. Some potentially adequate investors, e.g., venture capitals, seldom invest in small-sized start-up (because such overhead as supervision and management fees will account for a high percentage of the investment due to the small total investment amount). Networking means how a start-up integrates such human resources as the management, investors, technical advisors and IP professionals when it is founded initially. Control over such human resources is critical to a new company’s survival and growth. Professional guidance means how professional knowledge and human resource support the start-up’s operation. In order to make its product required by the market, an enterprise usually needs to integrate special professional knowledge. Notwithstanding, the professional knowledge and talents which are available from an open market theoretically often cannot be accessed, due to market failure[2].
Assuming that Sitra’s funding is prioritized as Pre-seed-Initiation stage, Seed-Development stage and Follow-up – Growth stage, under Finland model, at the Pre-seed-Initiation stage, Sitra will provide the fund amounting to EUR20,000 when Tekes will also provide the equivalent fund, provided that the latter purely provides subsidy, while the fund provided by Sitra means a loan to be repaid (without interest) after some time (usually after commercialization), or a loan convertible to shares. Then, the loan would be replaced by soft or convertible (to shares) investment and the source of funding would turn to be angel investors or local seed capital at the Seed-Development stage. At this stage, the angel investors, local seed capital and Sitra will act as the source of funding jointly in Finland, while Tekes will not be involved at this stage. At the Follow-up-Growth stage, like the Sweden model, Sitra will utilize its own investment fund to help mitigate the gap between local small-sized funding and large-sized international venture capital[3].
How to recruit professional human resources is critical to a start-up’s success. Many enterprises usually lack sufficient professional human resources or some expertise. DIILI service network set up by Sitra is able to provide the relevant solutions. DILLI is a network formed by product managers. Its members actively participate in starts-up and seek innovation. They also participate in investment of starts-up independently sometimes. Therefore, they are different from angel investors, because they devote themselves to the starts-up on a full-time basis[4]. In other words, they manage the starts-up as if the starts-up were their own business.
2. Key to Public Sector’s Success in Boosting Development of Innovation Activity Business
In terms of professional guidance, voluntary guidance means the direct supply of such professional resources as financing, human resource and technology to starts-up, while involuntary guidance means the supply of strategic planning in lieu of direct assistance to help the enterprises make routine decisions[5]. The fractured and incomplete professional service attendant market generates low marginal effect. Therefore, it is impossible for the traditional consultation service to mitigate such gap and the investment at the pre-seed initiation stage will be excessive because of the acquisition of the professional services. Meanwhile, professional advisors seldom are involved in consultation services at the pre-seed initiation stage of a start-up because of the low potential added value. Therefore, at such stage, only involuntary professional guidance will be available usually. Under Sitra model, such role is played by an angel investor.
Upon analysis and comparison, we propose six suggested policies to boost innovation activities successfully as the reference when observing Sitra operation. First of all, compared with the French model, Finland Sitra and Sweden model set more specific objectives to meet a start-up’s needs (but there is some defect, e.g., Sitra model lacks voluntary professional guidance). Second, structural budget is a key to the successful model. Sitra will receive the funds in the amount of EUR235,000,000 from the Finnish Government, but its operating expenditure is covered by its own operating revenue in whole. Third, it is necessary to provide working fund in installments and provide fund at the pre-seed-initiation stage. Under both of Finland model and Sweden model, funds will be provided at the pre-seed-initiation stage (Tekes is responsible for providing the fund in Finland). Fourth, the difficulty in networking must be solved. In Sitra, the large-sized talent network set up by it will be dedicated to recruiting human resources. Fifth, the voluntary professional guidance is indispensable at the pre-seed-initiation stage, while the same is unavailable at such stage under Sitra model. Instead, the Sweden model is held as the optimal one, as it has a dedicated unit responsible for solving the difficulty to seek profit. Sixth, soft loan[6] will be successfully only when the loan cannot be convertible to shares. At the pre-seed initiation stage or seed-development stage, a start-up is usually funded by traditional loan. Assuming that the start-up is not expected to gain profit, whether the loan may be convertible to shares will also be taken into consideration when the granting of loan is considered (therefore, the fund provider will not be changed to the “capital” provider). Besides, the government authorities mostly lack the relevant experience or knowledge, or are in no position to negotiate with international large-sized venture capital companies. For example, under the French model, the government takes advantage of its power to restrict the venture capital investment and thereby renders adverse impact to starts-up which seek venture capital. Finally, the supply of own fund to meet the enterprises’ needs at seed-development stage and follow-up-growth stage to mitigate the gap with large-sized venture capital[7] is also required by a successful funding model.
As the leading national industrial innovation ability promoter in Finland, Sitra appears to be very characteristic in its organizational framework or operating mechanism. We hereby conclude six major characteristics of Sitra and propose the potential orientation toward deliberation of Taiwan’s industrial innovation policies and instruments.
1. Particularity of Organizational Standing
In consideration of the particularity of Sitra organizational standing, it has two characteristics observable. First, Sitra is under supervision of the Finnish Parliament directly, not subordinated to the administrative organizational system and, therefore, it possesses such strength as flexibility and compliance with the Parliament’s requirements. Such organization design which acts independently of the administrative system but still aims to implement policies has been derived in various forms in the world, e.g., the agency model[8] in the United Kingdom, or the independent apparatus in the U.S.A. Nevertheless, to act independently of the administrative system, it has to deal with the deliberation of responsible political principles at first, which arouses the difficulty in taking care of flexibility at the same time. In Taiwan, the intermediary organizations include independent agencies and administrative corporations, etc., while the former still involves the participation of the supreme administrative head in the right of personnel administration and is subordinated to the ministries/departments of the Executive Yuan and the latter aims to enforce the public missions in the capacity of “public welfare” organization. Though such design as reporting to the Parliament directly is not against the responsible political principles, how the Parliament owns the authority to supervise is the point (otherwise, theoretically, the administrative authorities are all empowered by the parliament in the country which applies the cabinet system). Additionally, why some special authorities are chosen to report to the parliament directly while other policy subjects are not is also disputable. The existence of Sitra also refers to a circumstantial evidence substantiating that Finland includes the innovation policy as one of the important government policies, and also the objective fact that Finland’s innovation ability heads the first in the world.
Second, Sitra is a self-sufficient independent fund, which aims to promote technical R&D and also seeks profit for itself, irrelevant with selection of adequate investment subjects or areas. Instead, for this purpose, the various decisions made by it will deal with the utility and mitigate the gap between R&D and market. Such entity is responsible for public welfare or policy projects and also oriented toward gain from investment to feed the same back to the individuals in the organization. In the administrative system, Sitra is not directed by the administrative system but reports to the Parliament directly. Sitra aims to upgrade the national R&D innovation ability as its long-term goal mission and utilizes the promotion of innovation business and development of venture capital market. The mission makes the profit-orientation compatible with the selection of investment subjects, as an enterprise unlikely to gain profit in the future usually is excluded from the national development view. For example, such industries as green energy, which is not likely to gain profit in a short term, is still worth investing as long as it meets the national development trend and also feasible (in other words, selection of marketable green technology R&D, instead of comparison of the strength and weakness in investment value of green energy and other high-polluted energy).
2. Expressly Distinguished From Missions of Other Ministries/Departments
For the time being, Sitra primarily invests in starts-up, including indirect investment and direct investment, because it relies on successful new technology R&D which may contribute to production and marketability. Starts-up have always been one of the best options, as large-sized enterprises are able to do R&D on their own without the outsourcing needs. Further, from the point of view of an inventor, if the new technology is marketable, it will be more favorable to him if he chooses to start business on his own or make investment in the form of partnership, instead of transfer or license of the ownership to large-sized enterprises (as large-sized enterprises are more capable of negotiation). However, note that Sitra aims to boost innovation activities and only targets at start-up business development, instead of boosting and promoting the start-up per se. Under the requirement that Sitra needs to seek profit for itself, only the business with positive development view will be targeted by Sitra. Further, Sitra will not fund any business other than innovation R&D or some specific industries. Apparently, Sitra only focuses on the connection between innovation activities and start-up, but does not act as the competent authority in charge of small-sized and medium-sized enterprises.
Meanwhile, Sitra highlights that it will not fund academic research activities and, therefore, appears to be distinguished from the competent authority in charge of national scientific research. Though scientific research and technology innovation business, to some extent, are distinguished from each other in quantity instead of quality, abstract and meaningless research is existent but only far away from the commercialization market. Notwithstanding, a lot of countries tend to distinguish basic scientific research from industrial technology R&D in the administration organization's mission, or it has to be. In term of the way in which Sitra carries out its mission, such distinguishing ability is proven directly.
3. Well-Founded Technology Foresight-Based Investment Business
The corporate investments, fund investments and project funding launched by Sitra are all available to the pre-designated subjects only, e.g. ecological sustainable development, energy utilization efficiency, and social structural changes, etc. Such way to promote policies as defining development area as the first priority and then promoting the investment innovation might have some strength and weakness at the same time. First of all, the selection of development areas might meet the higher level national development orientation more therefor, free from objective environmental restrictions, e.g. technical level, leading national technology industries and properties of natural resources. Notwithstanding, an enterprise’s orientation toward innovation R&D might miss the opportunity for other development because of the pre-defined framework. Therefore, such way to promote policies as defining development areas or subjects as the first priority will be inevitably based on well-founded technology foresight-based projects[9], in order to take various subjective and objective conditions into consideration and to forecast the technology development orientation and impact to be faced by the home country’s national and social economies. That is, said strength and weakness will be taken into consideration beforehand for foresight, while following R&D funding will be launched into the technology areas pre-designated after thorough analysis.
4. Self-Interested Investment with the Same High Efficiency as General Enterprises
Sitra aims to gain profit generally, and its individual investment model, e.g., DIILI, also permits marketing managers to involve business operation. The profit-sharing model enables Sitra to seek the same high efficiency as the general enterprises when purusing its innovation activity development. The investment launched by Sitra highlights that it is not “funding” (which Tekes is responsible for in Finland) or the investment not requiring return. Therefore, it has the system design to acquire corporate shares. Sitra participates in a start-up by offering its advanced technology, just like a general market investor who will choose the potential investment subject that might benefit him most upon his personal professional evaluation. After all, the ultimate profit will be retained by Sitra (or said DIILI manger, subject to the investment model). Certainly, whether the industry which requires permanent support may benefit under such model still remains questionable. However, except otherwise provided in laws expressly, said special organization standing might be a factor critical to Sitra profit-seeking model. That is, Sitra is not subordinated to the administrative system but is under supervision of the parliament independently, and how its staff deal with the conflict of interest issues in the capacity other than the public sector’s/private sector’s staff is also one of the key factors to success of the system.
5. Investment Model to Deal With Policy Instruments of Other Authorities/Agencies
Sitra decides to fund a start-up depending on whether it may gain profit as one of its priorities. As aforesaid, we may preliminarily recognize that the same should be consistent with funding to starts-up logically and no “government failure” issue is involved. For example, the funding at the pre-seed-initiation stage needs to tie in with Tekes’ R&D “funding” (and LIKSA service stated herein) and, therefore, may adjust the profit-seeking orientation, thereby causing deviation in promotion of policies. The dispute over fairness of repeated subsidy/funding and rationality of resource allocation under the circumstance must be controlled by a separate evaluation management mechanism inevitably.
6. Affiliation with Enhancement of Regional Innovation Activities
Regional policies cannot be separable from innovation policies, especially in a country where human resources and natural resources are not plentiful or even. Therefore, balancing regional development policies and also integrating uneven resource distribution at the same time is indispensable to upgrading of the entire national social economic benefits. The Finnish experience indicated that innovation activities ought to play an important role in the regional development, and in order to integrate enterprises, the parties primarily engaged in innovation activities, with the R&D ability of regional academic research institutions to upgrade the R&D ability effectively, the relevant national policies must be defined for adequately arranging and launching necessary resources. Sitra's approaches to invest in starts-up, release shares after specific period, integrate the regional resources, upgrade the national innovation ability and boost the regional development might serve to be the reference for universities’ centers of innovative incubator or Taiwan’s local academic and scientific sectors[10] to improve their approaches.
For the time being, the organization engaged in venture capital investment in the form of fund in Taiwan like Sitra of Finland is National Development Fund, Executive Yuan. However, in terms of organizational framework, Sitra is under supervision of the Parliament directly, while National Development Fund is subordinated to the administrative system of Taiwan. Though Sitra and National Development Fund are both engaged in venture capital investments primarily, Sitra carries out its missions for the purpose of “promoting innovative activities”, while the National Development Fund is committed to achieve such diversified goals as “promoting economic changes and national development[11]” and is required to be adapted to various ministries’/departments’ policies. Despite the difference in the administrative systems of Taiwan and Finland, Sitra system is not necessarily applicable to Taiwan. Notwithstanding, Sitra’s experience in promotion and thought about the system might provide a different direction for Taiwan to think when it is conceiving the means and instruments for industrial innovation promotion policies in the future.
[1] Bart Clarysse & Johan Bruneel, Nurturing and Growing Innovation Start-Ups: The Role of Policy As Integrator, R&D MANAGEMENT, 37(2), 139, 144-146 (2007). Clarysse & Bruneel analysis and comparison refers to Sweden Chalmers Innovation model, French Anvar/Banque de Developpement des PMEs model and Finland Sitra PreSeed Service model.
[2] id. at 141-143.
[3] id. at 141.
[4] id. at 145-146.
[5] id. at 143.
[6] The loan to be repaid is not a concern. For example, the competent authority in Sweden only expects to recover one-fourths of the loan.
[7] Clarysse & Bruneel, super note 26, at 147-148.
[8] 彭錦鵬,〈英國政署之組織設計與運作成效〉,《歐美研究》,第30卷第3期,頁89-141。
[9] Technology foresight must work with the innovation policy road mapping (IPRM) interactively, and consolidate the forecast and evaluation of technology policy development routes. One study case about IPRM of the environmental sustainable development in the telecommunication industry in Finland, the IPRM may enhance the foresighted system and indicates the potential factors resulting in systematic failure. Please see Toni Ahlqvist, Ville Valovirta & Torsti Loikkanen, Innovation policy road mapping as a systemic instrument for forward-looking policy design, Science and Public Policy 39, 178-190 (2012).
[10] 參見李昂杰,〈規範新訊:學界科專辦法及其法制配套之解析〉,《科技法律透析》,第23卷第8期,頁33(2011)。
[11] National Development Fund, Executive Yuan website, http://www.df.gov.tw/(tftgkz45150vye554wi44ret)/page-aa.aspx?Group_ID=1&Item_Title=%E8%A8%AD%E7%AB%8B%E5%AE%97%E6%97%A8#(Last visit on 2013/03/28)
The use of automated facial recognition technology and supervision mechanism in UK I. Introduction Automatic facial recognition (AFR) technology has developed rapidly in recent years, and it can identify target people in a short time. The UK Home Office announced the "Biometrics Strategy" on June 28, 2018, saying that AFR technology will be introduced in the law enforcement, and the Home Office will also actively cooperate with other agencies to establish a new oversight and advisory board in order to maintain public trust. AFR technology can improve law enforcement work, but its use will increase the risk of intruding into individual liberty and privacy. This article focuses on the application of AFR technology proposed by the UK Home Office. The first part of this article describes the use of AFR technology by the police. The second part focuses on the supervision mechanism proposed by the Home Office in the Biometrics Strategy. However, because the use of AFR technology is still controversial, this article will sort out the key issues of follow-up development through the opinions of the public and private sectors. The overview of the discussion of AFR technology used by police agencies would be helpful for further policy formulation. II. Overview of the strategy of AFR technology used by the UK police According to the Home Office’s Biometrics Strategy, the AFR technology will be used in law enforcement, passports and immigration and national security to protect the public and make these public services more efficient[1]. Since 2017 the UK police have worked with tech companies in testing the AFR technology, at public events like Notting Hill Carnival or big football matches[2]. In practice, AFR technology is deployed with mobile or fixed camera systems. When a face image is captured through the camera, it is passed to the recognition software for identification in real time. Then, the AFR system will process if there is a ‘match’ and the alarm would solicit an operator’s attention to verify the match and execute the appropriate action[3]. For example, South Wales Police have used AFR system to compare images of people in crowds attending events with pre-determined watch lists of suspected mobile phone thieves[4]. In the future, the police may also compare potential suspects against images from closed-circuit television cameras (CCTV) or mobile phone footage for evidential and investigatory purposes[5]. The AFR system may use as tools of crime prevention, more than as a form of crime detection[6]. However, the uses of AFR technology are seen as dangerous and intrusive by the UK public[7]. For one thing, it could cause serious harm to democracy and human rights if the police agency misuses AFR technology. For another, it could have a chilling effect on civil society and people may keep self-censoring lawful behavior under constant surveillance[8]. III. The supervision mechanism of AFR technology To maintaining public trust, there must be a supervision mechanism to oversight the use of AFR technology in law enforcement. The UK Home Office indicates that the use of AFR technology is governed by a number of codes of practice including Police and Criminal Evidence Act 1984, Surveillance Camera Code of Practice and the Information Commissioner’s Office (ICO)’s Code of Practice for surveillance cameras[9]. (I) Police and Criminal Evidence Act 1984 The Police and Criminal Evidence Act (PACE) 1984 lays down police powers to obtain and use biometric data, such as collecting DNA and fingerprints from people arrested for a recordable offence. The PACE allows law enforcement agencies proceeding identification to find out people related to crime for criminal and national security purposes. Therefore, for the investigation, detection and prevention tasks related to crime and terrorist activities, the police can collect the facial image of the suspect, which can also be interpreted as the scope of authorization of the PACE. (II) Surveillance Camera Code of Practice The use of CCTV in public places has interfered with the rights of the people, so the Protection of Freedoms Act 2012 requires the establishment of an independent Surveillance Camera Commissioner (SCC) for supervision. The Surveillance Camera Code of Practice proposed by the SCC sets out 12 principles for guiding the operation and use of surveillance camera systems. The 12 guiding principles are as follows[10]: A. Use of a surveillance camera system must always be for a specified purpose which is in pursuit of a legitimate aim and necessary to meet an identified pressing need. B. The use of a surveillance camera system must take into account its effect on individuals and their privacy, with regular reviews to ensure its use remains justified. C. There must be as much transparency in the use of a surveillance camera system as possible, including a published contact point for access to information and complaints. D. There must be clear responsibility and accountability for all surveillance camera system activities including images and information collected, held and used. E. Clear rules, policies and procedures must be in place before a surveillance camera system is used, and these must be communicated to all who need to comply with them. F. No more images and information should be stored than that which is strictly required for the stated purpose of a surveillance camera system, and such images and information should be deleted once their purposes have been discharged. G. Access to retained images and information should be restricted and there must be clearly defined rules on who can gain access and for what purpose such access is granted; the disclosure of images and information should only take place when it is necessary for such a purpose or for law enforcement purposes. H. Surveillance camera system operators should consider any approved operational, technical and competency standards relevant to a system and its purpose and work to meet and maintain those standards. I. Surveillance camera system images and information should be subject to appropriate security measures to safeguard against unauthorised access and use. J. There should be effective review and audit mechanisms to ensure legal requirements, policies and standards are complied with in practice, and regular reports should be published. K. When the use of a surveillance camera system is in pursuit of a legitimate aim, and there is a pressing need for its use, it should then be used in the most effective way to support public safety and law enforcement with the aim of processing images and information of evidential value. L. Any information used to support a surveillance camera system which compares against a reference database for matching purposes should be accurate and kept up to date. (III) ICO’s Code of Practice for surveillance cameras It must need to pay attention to the personal data and privacy protection during the use of surveillance camera systems and AFR technology. The ICO issued its Code of Practice for surveillance cameras under the Data Protection Act 1998 to explain the legal requirements operators of surveillance cameras. The key points of ICO’s Code of Practice for surveillance cameras are summarized as follows[11]: A. The use time of the surveillance camera systems should be carefully evaluated and adjusted. It is recommended to regularly evaluate whether it is necessary and proportionate to continue using it. B. A police force should ensure an effective administration of surveillance camera systems deciding who has responsibility for the control of personal information, what is to be recorded, how the information should be used and to whom it may be disclosed. C. Recorded material should be stored in a safe way to ensure that personal information can be used effectively for its intended purpose. In addition, the information may be considered to be encrypted if necessary. D. Disclosure of information from surveillance systems must be controlled and consistent with the purposes for which the system was established. E. Individuals whose information is recoded have a right to be provided with that information or view that information. The ICO recommends that information must be provided promptly and within no longer than 40 calendar days of receiving a request. F. The minimum and maximum retention periods of recoded material is not prescribed in the Data Protection Act 1998, but it should not be kept for longer than is necessary and should be the shortest period necessary to serve the purposes for which the system was established. (IV) A new oversight and advisory board In addition to the aforementioned regulations and guidance, the UK Home Office mentioned that it will work closely with related authorities, including ICO, SCC, Biometrics Commissioner (BC), and Forensic Science Regulator (FSR) to establish a new oversight and advisory board to coordinate consideration of law enforcement’s use of facial images and facial recognition systems[12]. To sum up, it is estimated that the use of AFR technology by law enforcement has been abided by existing regulations and guidance. Firstly, surveillance camera systems must be used on the purposes for which the system was established. Secondly, clear responsibility and accountability mechanisms should be ensured. Thirdly, individuals whose information is recoded have the right to request access to relevant information. In the future, the new oversight and advisory board will be asked to consider issues relating to law enforcement’s use of AFR technology with greater transparency. IV. Follow-up key issues for the use of AFR technology Regarding to the UK Home Office’s Biometrics Strategy, members of independent agencies such as ICO, BC, SCC, as well as civil society, believe that there are still many deficiencies, the relevant discussions are summarized as follows: (I) The necessity of using AFR technology Elizabeth Denham, ICO Commissioner, called for looking at the use of AFR technology carefully, because AFR is an intrusive technology and can increase the risk of intruding into our privacy. Therefore, for the use of AFR technology to be legal, the UK police must have clear evidence to demonstrate that the use of AFR technology in public space is effective in resolving the problem that it aims to address[13]. The Home Office has pledged to undertake Data Protection Impact Assessments (DPIAs) before introducing AFR technology, including the purpose and legal basis, the framework applies to the organization using the biometrics, the necessity and proportionality and so on. (II)The limitations of using facial image data The UK police can collect, process and use personal data based on the need for crime prevention, investigation and prosecution. In order to secure the use of biometric information, the BC was established under the Protection of Freedoms Act 2012. The mission of the BC is to regulate the use of biometric information, provide protection from disproportionate enforcement action, and limit the application of surveillance and counter-terrorism powers. However, the BC’s powers do not presently extend to other forms of biometric information other than DNA or fingerprints[14]. The BC has expressed concern that while the use of biometric data may well be in the public interest for law enforcement purposes and to support other government functions, the public benefit must be balanced against loss of privacy. Hence, legislation should be carried to decide that crucial question, instead of depending on the BC’s case feedback[15]. Because biometric data is especially sensitive and most intrusive of individual privacy, it seems that a governance framework should be required and will make decisions of the use of facial images by the police. (III) Database management and transparency For the application of AFR technology, the scope of biometric database is a dispute issue in the UK. It is worth mentioning that the British people feel distrust of the criminal database held by the police. When someone is arrested and detained by the police, the police will take photos of the suspect’s face. However, unlike fingerprints and DNA, even if the person is not sued, their facial images are not automatically deleted from the police biometric database[16]. South Wales Police have used AFR technology to compare facial images of people in crowds attending major public events with pre-determined watch lists of suspected mobile phone thieves in the AFR field test. Although the watch lists are created for time-limited and specific purposes, the inclusion of suspects who could possibly be innocent people still causes public panic. Elizabeth Denham warned that there should be a transparency system about retaining facial images of those arrested but not charged for certain offences[17]. Therefore, in the future the UK Home Office may need to establish a transparent system of AFR biometric database and related supervision mechanism. (IV) Accuracy and identification errors In addition to worrying about infringing personal privacy, the low accuracy of AFR technology is another reason many people oppose the use of AFR technology by police agencies. Silkie Carlo, director of Big Brother Watch, said the police must immediately stop using the AFR technology and avoid mistaking thousands of innocent citizens as criminals; Paul Wiles, Biometrics Commissioner, also called for legislation to manage AFR technology because of its accuracy is too low and the use of AFR technology should be tested and passed external peer review[18]. In the Home Office’s Biometric Strategy, the scientific quality standards for AFR technology will be established jointly with the FSR, an independent agency under the Home Office. In other words, the Home Office plans to extend the existing forensics science regime to regulate AFR technology. Therefore, the FSR has worked with the SCC to develop standards relevant to digital forensics. The UK government has not yet seen specific standards for regulating the accuracy of AFR technology at the present stage. V. Conclusion From the discussion of the public and private sectors in the UK, we can summarize some rules for the use of AFR technology. Firstly, before the application of AFR technology, it is necessary to complete the pre-assessment to ensure the benefits to the whole society. Secondly, there is the possibility of identifying errors in AFR technology. Therefore, in order to maintain the confidence and trust of the people, the relevant scientific standards should be set up first to test the system accuracy. Thirdly, the AFR system should be regarded as an assisting tool for police enforcement in the initial stage. In other words, the information analyzed by the AFR system should still be judged by law enforcement officials, and the police officers should take the responsibilities. In order to balance the protection of public interest and basic human rights, the use of biometric data in the AFR technology should be regulated by a special law other than the regulations of surveillance camera and data protection. The scope of the identification database is also a key point, and it may need legislators’ approval to collect and store the facial image data of innocent people. Last but not least, the use of the AFR system should be transparent and the victims of human rights violations can seek appeal. [1] UK Home Office, Biometrics Strategy, Jun. 28, 2018, https://www.gov.uk/government/publications/home-office-biometrics-strategy (last visited Aug. 09, 2018), at 7. [2] Big Brother Watch, FACE OFF CAMPAIGN: STOP THE MET POLICE USING AUTHORITARIAN FACIAL RECOGNITION CAMERAS, https://bigbrotherwatch.org.uk/all-campaigns/face-off-campaign/ (last visited Aug. 16, 2018). [3] Lucas Introna & David Wood, Picturing algorithmic surveillance: the politics of facial recognition systems, Surveillance & Society, 2(2/3), 177-198 (2004). [4] Supra note 1, at 12. [5] Id, at 25. [6] Michael Bromby, Computerised Facial Recognition Systems: The Surrounding Legal Problems (Sep. 2006)(LL.M Dissertation Faculty of Law University of Edinburgh), http://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.197.7339&rep=rep1&type=pdf , at 3. [7] Owen Bowcott, Police face legal action over use of facial recognition cameras, The Guardian, Jun. 14, 2018, https://www.theguardian.com/technology/2018/jun/14/police-face-legal-action-over-use-of-facial-recognition-cameras (last visited Aug. 09, 2018). [8] Martha Spurrier, Facial recognition is not just useless. In police hands, it is dangerous, The Guardian, May 16, 2018, https://www.theguardian.com/commentisfree/2018/may/16/facial-recognition-useless-police-dangerous-met-inaccurate (last visited Aug. 17, 2018). [9] Supra note 1, at 12. [10] Surveillance Camera Commissioner, Surveillance camera code of practice, Oct. 28, 2014, https://www.gov.uk/government/publications/surveillance-camera-code-of-practice (last visited Aug. 17, 2018). [11] UK Information Commissioner’s Office, In the picture: A data protection code of practice for surveillance cameras and personal information, Jun. 09, 2017, https://ico.org.uk/for-organisations/guide-to-data-protection/encryption/scenarios/cctv/ (last visited Aug. 10, 2018). [12] Supra note 1, at 13. [13] Elizabeth Denham, Blog: facial recognition technology and law enforcement, Information Commissioner's Office, May 14, 2018, https://ico.org.uk/about-the-ico/news-and-events/blog-facial-recognition-technology-and-law-enforcement/ (last visited Aug. 14, 2018). [14] Monique Mann & Marcus Smith, Automated Facial Recognition Technology: Recent Developments and Approaches to Oversight, Automated Facial Recognition Technology, 10(1), 140 (2017). [15] Biometrics Commissioner, Biometrics Commissioner’s response to the Home Office Biometrics Strategy, Jun. 28, 2018, https://www.gov.uk/government/news/biometrics-commissioners-response-to-the-home-office-biometrics-strategy (last visited Aug. 15, 2018). [16] Supra note 2. [17] Supra note 13. [18] Jon Sharman, Metropolitan Police's facial recognition technology 98% inaccurate, figures show, INDEPENDENT, May 13, 2018, https://www.independent.co.uk/news/uk/home-news/met-police-facial-recognition-success-south-wales-trial-home-office-false-positive-a8345036.html (last visited Aug. 09, 2018).
The Tax Benefit of “Act for Establishment and Administration of Science Parks” and the Relational Norms for InnovationThe Tax Benefit of “Act for Establishment and Administration of Science Parks” and the Relational Norms for Innovation “Act for Establishment and Administration of Science Parks” was promulgated in 1979, and was amended entirely in May 15, 2018, announced in June 6. The title was revised from “Act for Establishment and Administration of Science ‘Industrial’ Parks” to “Act for Establishment and Administration of Science Parks” (it would be called “the Act” in this article). It was a significant transition from traditional manufacture into technological innovation. For encouraging different innovative technology enter into the science park, there is tax benefit in the Act. When the park enterprises import machines, equipment, material and so on from foreign country, the import duties, commodity tax, and business tax shall be exempted; moreover, when the park enterprises export products and services, it will have given favorable business and commodity tax free.[1] Furthermore, the park bureaus also exempt collection of land rent.[2] If they have approval for importing or exporting products, they do not need to apply for permission.[3] In the sub-law, there is also regulations of bonding operation.[4] To sum up, for applying the benefit of the act, enterprises approved for establishment in science parks still require to manufacture products. Such regulations are confined to industrial industry. Innovative companies dedicate in software, big data, or customer service, rarely gain benefits from taxation. In other norms,[5] there are also tax deduction or exemption for developing innovative industries. Based on promoting innovation, the enterprises following the laws of environmental protection, laborers’ safety, food safety and sanitation,[6] or investing in brand-new smart machines for their own utilize,[7] or licensing their intellectual property rights,[8] can deduct from its taxable income. In addition, the research creators from academic or research institutions,[9] or employee,[10] can declare deferral of the income tax payable for the shares distributed. In order to assist new invested innovative enterprises,[11] there are also relational benefit of tax. For upgrading the biotech and new pharmaceuticals enterprises, when they invest in human resource training, research and development, they can have deductible corporate income tax payable.[12] There is also tax favored benefits for small and medium enterprises in using of land, experiment of research, technology stocks, retaining of surplus, and additional employees hiring.[13] The present norms of tax are not only limiting in space or products but also encouraging in “research”. In other word, in each steps of the research of innovation, the enterprises still need to manufacture products from their own technology, fund and human resources. If the government could encourage open innovation with favored taxation, it would strengthen the capability of research and development for innovative enterprises. Supporting the innovation by taxation, the government can achieve the goal of scientific development more quickly and encourage them accepting guidance. “New York State Business Incubator and Innovation Hot Spot Support Act” can be an example, [14]the innovative enterprises accepting the guidance from incubators will have the benefit of tax on “personal income”, “sales and use” and “corporation franchise”. Moreover, focusing on key industries and exemplary cases, there are also the norms of tax exemption and tax abatement in China for promoting the development of technology.[15]The benefit of tax is not only in research but also in “the process of research”. To sum up, the government of Taiwan provides the benefit of tax for advancing the competition of outcomes in market, and for propelling the development of innovation. In order to accelerate the efficiency of scientific research, the government could draw lessons from America and China for enacting the norms about the benefit of tax and the constitution of guidance. [1] The Act §23. [2] Id. §24. [3] Id. §25. [4] Regulations Governing the Bonding Operations in Science Parks. [5] Such as Act for Development of Small and Medium Enterprises, Statute for Industrial Innovation, Act for the Development of Biotech and New Pharmaceuticals Industry. [6] Statute for Industrial Innovation §10. [7] Id. §10-1. [8] Id. §12-1. [9] Id. §12-2. [10] Id. §19-1. [11] Id. §23-1, §23-2, §23-3. [12] Act for the Development of Biotech and New Pharmaceuticals Industry §5, §6, §7. [13] Act for Development of Small and Medium Enterprises Chapter 4: §33 to §36-3. [14] New York State Department of Taxation and Finance Taxpayer Guidance Division, New York State Business Incubator and Innovation Hot Spot Support Act, Technical Memorandum TSB-M-14(1)C, (1)I, (2)S, at 1-6 (March 7, 2014), URL:http://www.wnyincubators.com/content/Innovation%20Hot%20Spot%20Technical%20Memorandum.pdf (last visited:December 18, 2019). [15] Enterprise Income Tax Law of the People’s Republic of China Chapter 4 “Preferential Tax Treatments”: §25 to §36 (2008 revised).
The Key Elements for Data Intermediaries to Deliver Their PromiseThe Key Elements for Data Intermediaries to Deliver Their Promise 2022/12/13 As human history enters the era of data economy, data has become the new oil. It feeds artificial intelligence algorithms that are disrupting how advertising, healthcare, transportation, insurance, and many other industries work. The excitement of having data as a key production input lies in the fact that it is a non-rivalrous good that does not diminish by consumption.[1] However, the fact that people are reluctant in sharing data due to privacy and trade secrets considerations has been preventing countries to realize the full value of data. [2] To release more data, policymakers and researchers have been exploring ways to overcome the trust dilemma. Of all the discussions, data intermediaries have become a major solution that governments are turning to. This article gives an overview of relevant policy developments concerning data intermediaries and a preliminary analysis of the key elements that policymakers should consider for data intermediaries to function well. I. Policy and Legal developments concerning data intermediaries In order to unlock data’s full value, many countries have started to focus on data intermediaries. For example, in 2021, the UK’s Department for Digital, Culture, Media and Sport (DCMS) commissioned the Centre for Data Ethics and Innovation (CDEI) to publish a report on data intermediaries[3] , in response to the 2020 National Data Strategy.[4] In 2020, the European Commission published its draft Data Governance Act (DGA)[5] , which aims to build up trust in data intermediaries and data altruism organizations, in response to the 2020 European Strategy for Data.[6] The act was adopted and approved in mid-2022 by the Parliament and Council; and will apply from 24 September 2023.[7] The Japanese government has also promoted the establishment of data intermediaries since 2019, publishing guidance to establish regulations on data trust and data banks.[8] II. Key considerations for designing effective data intermediary policy 1.Evaluate which type of data intermediary works best in the targeted country From CDEI’s report on data intermediaries and the confusion in DGA’s various versions of data intermediary’s definition, one could tell that there are many forms of data intermediaries. In fact, there are at least eight types of data intermediaries, including personal information management systems (PIMS), data custodians, data exchanges, industrial data platforms, data collaboratives, trusted third parties, data cooperatives, and data trusts.[9] Each type of data intermediary was designed to combat data-sharing issues in specific countries, cultures, and scenarios. Hence, policymakers need to evaluate which type of data intermediary is more suitable for their society and market culture, before investing more resources to promote them. For example, data trust came from the concept of trust—a trustee managing a trustor’s property rights on behalf of his interest. This practice emerged in the middle ages in England and has since developed into case law.[10] Thus, the idea of data trust is easily understood and trusted by the British people and companies. As a result, British people are more willing to believe that data trusts will manage their data on their behalf in their best interest and share their valuable data, compared to countries without a strong legal history of trusts. With more people sharing their data, trusts would have more bargaining power to negotiate contract terms that are more beneficial to data subjects than what individual data owners could have achieved. However, this model would not necessarily work for other countries without a strong foundation of trust law. 2.Quality signals required to build trust: A government certificate system can help overcome the lemon market problem The basis of trust in data intermediaries depends largely on whether the service provider is really neutral in its actions and does not reuse or sell off other parties’ data in secret. However, without a suitable way to signal their service quality, the market would end up with less high-quality service, as consumers would be reluctant to pay for higher-priced service that is more secure and trustworthy when they have no means to verify the exact quality.[11] This lemon market problem could only be solved by a certificate system established by actors that consumers trust, which in most cases is the government. The EU government clearly grasped this issue as a major obstacle to the encouragement of trust in data intermediaries and thus tackles it with a government register and verification system. According to the Data Government Act, data intermediation services providers who intend to provide services are required to notify the competent authority with information on their legal status, form, ownership structure, relevant subsidiaries, address, public website, contact details, the type of service they intend to provide, the estimated start date of activities…etc. This information would be provided on a website for consumers to review. In addition, they can request the competent authority to confirm their legal compliance status, which would in turn verify them as reliable entities that can use the ‘data intermediation services provider recognised in the Union’ label. 3.Overcoming trust issues with technology that self-enforces privacy: privacy-enhancing technologies (PETs) Even if there are verified data intermediation services available, businesses and consumers might still be reluctant to trust human organizations. A way to boost trust is to adopt technologies that self-enforces privacy. A real-world example is OpenSAFELY, a data intermediary implementing privacy-enhancing technologies (PETs) to provide health data sharing in a secure environment. Through a federated analytics system, researchers are able to conduct research with large volumes of healthcare data, without the ability to observe any data directly. Under such protection, UK NHS is willing to share its data for research purposes. The accuracy and timeliness of such research have provided key insights to inform the UK government in decision-making during the COVID-19 pandemic. With the benefits it can bring, unsurprisingly, PETs-related policies have become quite popular around the globe. In June 2022, Singapore launched its Digital Trust Centre (DTC) for accelerating PETs development and also signed a Memorandum of Understanding with the International Centre of Expertise of Montreal for the Advancement of Artificial Intelligence (CEIMIA) to collaborate on PETs.[12] On September 7th, 2022, the UK Information Commissioners’ Office (ICO) published draft guidance on PETs.[13] Moreover, the U.K. and U.S. governments are collaborating on PETs prize challenges, announcing the first phase winners on November 10th, 2022.[14] We could reasonably predict that more PETs-related policies would emerge in the coming year. Reference: [1] Yan Carrière-Swallow and Vikram Haksar, The Economics of Data, IMFBlog (Sept. 23, 2019), https://blogs.imf.org/2019/09/23/the-economics-of-data/#:~:text=Data%20has%20become%20a%20key,including%20oil%2C%20in%20important%20ways (last visited July 22, 2022). [2] Frontier Economics, Increasing access to data across the economy: Report prepared for the Department for Digital, Culture, Media, and Sport (2021), https://assets.publishing.service.gov.uk/government/uploads/system/uploads/attachment_data/file/974532/Frontier-access_to_data_report-26-03-2021.pdf (last visited July 22, 2022). [3] The Centre for Data Ethics and Innovation (CDEI), Unlocking the value of data: Exploring the role of data intermediaries (2021), https://assets.publishing.service.gov.uk/government/uploads/system/uploads/attachment_data/file/1004925/Data_intermediaries_-_accessible_version.pdf (last visited June 17, 2022). [4] Please refer to the guidelines for the selection of sponsors of the 2022 Social Innovation Summit: https://www.gov.uk/government/publications/uk-national-data-strategy/national-data-strategy(last visited June 17, 2022). [5] Regulation of the European Parliament and of the Council on European data governance and amending Regulation (EU) 2018/1724 (Data Governance Act), 2020/0340 (COD) final (May 4, 2022). [6] Communication from the Commission to the European Parliament, the Council, the European Economic and Social Committee and The Committee of the Regions— A European strategy for data, COM/2020/66 final (Feb 19, 2020). [7] Proposal for a Regulation on European Data Governance, European Parliament Legislative Train Schedule, https://www.europarl.europa.eu/legislative-train/theme-a-europe-fit-for-the-digital-age/file-data-governance-act(last visited Aug 17, 2022). [8] 周晨蕙,〈日本資訊信託功能認定指引第二版〉,科技法律研究所,https://stli.iii.org.tw/article-detail.aspx?no=67&tp=5&d=8422(最後瀏覽日期︰2022/05/30)。 [9] CDEI, supra note 3. [10] Ada Lovelace Institute, Exploring legal mechanisms for data stewardship (2021), 30~31,https://www.adalovelaceinstitute.org/wp-content/uploads/2021/03/Legal-mechanisms-for-data-stewardship_report_Ada_AI-Council-2.pdf (last visited Aug 17, 2022). [11] George A. Akerlof, The Market for "Lemons": Quality Uncertainty and the Market Mechanism, THE QUARTERLY JOURNAL OF ECONOMICS, 84(3), 488-500 (1970). [12] IMDA, MOU Signing Between IMDA and CEIMIA is a Step Forward in Cross-border Collaboration on Privacy Enhancing Technology (PET) (2022),https://www.imda.gov.sg/-/media/Imda/Files/News-and-Events/Media-Room/Media-Releases/2022/06/MOU-bet-IMDA-and-CEIMIA---ATxSG-1-Jun-2022.pdf (last visited Nov. 28, 2022). [13] ICO publishes guidance on privacy enhancing technologies, ICO, https://ico.org.uk/about-the-ico/media-centre/news-and-blogs/2022/09/ico-publishes-guidance-on-privacy-enhancing-technologies/ (last visited Nov. 27, 2022). [14] U.K. and U.S. governments collaborate on prize challenges to accelerate development and adoption of privacy-enhancing technologies, GOV.UK, https://www.gov.uk/government/news/uk-and-us-governments-collaborate-on-prize-challenges-to-accelerate-development-and-adoption-of-privacy-enhancing-technologies (last visited Nov. 28, 2022); Winners Announced in First Phase of UK-US Privacy-Enhancing Technologies Prize Challenges, NIST, https://www.nist.gov/news-events/news/2022/11/winners-announced-first-phase-uk-us-privacy-enhancing-technologies-prize (last visited Nov. 28, 2022).
Taiwan Planed Major Promoting Program for Biotechnology and Pharmaceutical IndustryTaiwan Government Lauched the “Biotechnology Action Plan” The Taiwan Government has planned to boost the support and develop local industries across the following six major sectors: biotechnology, tourism, health care, green energy, innovative culture and post-modern agriculture. As the biotechnology industry has reached its maturity by the promulgation of "Biotech and New Pharmaceutical Development Act" in July, 2007, it will be the first to take the lead among the above sectors. Thus, the Executive Yuan has launched the Biotechnology Action Plan as the first project in building the leading industry sectors, to upgrade local industries and stimulate future economic growth. Taiwan Government Planed to Promote the Biotechnology and Other newly Industries by Investing Two Hundred Billion To expand every industrial scale, enhance industrial value, increase the value around the main industrial field, and to encourage the industrial development by government investments for creating the civil working opportunities to reach the goal of continuous economic development, the Executive Yuan Economic Establishment commission has expressed that, the government has selected six newly industrials including "Biotechnology", "Green Energy", "Refined Agriculture", "Tourism", "Medicare", and "Culture Originality" on November 19, 2009 to promote our national economic growth. The government will invest two hundred billion NT dollars to support the industrial development aggressively and to enhance the social investments from year 2009 to 2012. According to a Chung-Hua Institution for Economic Research report, the future growth rate will reach 8.16% after the evaluation, Hence, the future of the industries seems to be quite bright. Currently, the government plans to put money into six newly industries through the existing ways for investment. For instance, firstly, in accordance with the "Act For The Development Of Biotech And New Pharmaceuticals Industry" article 5 provision 1 ",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 corporate income tax, enjoy a reduction in its corporate income tax payable for up to thirty-five percent (35%) of the total funds invested in research and development ("R&D") and personnel training each year; provided, however, 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 previous two years, fifty percent (50%) of the amount in excess of the average may be used to credit against the amount of corporate income tax payable. Secondly, according to same act of the article 6 provision 1 ", in order to encourage the establishment or expansion of Bio tech and New Pharmaceuticals Companies, a profit-seeking enterprise that (i) subscribes for the stock issued by a Biotech and New Pharmaceuticals Company at the time of the latter's establishment or subsequent expansion; and (ii) has been a registered shareholder of the Biotech and New Pharmaceuticals Company for a period of three (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 corporate income tax payable for up to twenty percent (20%) of the total amount of price paid for the subscription of shares in such Biotech and New Pharmaceuticals Company; provided that such Biotech and New Pharmaceuticals Company has not applied for exemption from corporate income tax or shareholders investment credit based on the subscription price under other applicable laws and regulations. Thirdly, to promote the entire biotechnological industry development, the government has drafted the "Biotechnology Takeoff Package" for subsidizing the startup´s social investment companies which can satisfy the conditions to invest in "Drug discovery", "Medical Device" or other related biotech industries up to 5 billion with the capital invest in domestic industry over 50%, , with operating experience of multinational biotech investment companies with capital over 150 million in related industrial fields, and with the working experiences of doctor accumulated up to 60 years. Additionally, the refined agriculture industry field has not only discovered the gene selected products, but also combined the tourism with farming business for new business model creation. According to the "Guidelines for Preferential Loans for the Upgrading of Tourism Enterprises" point 4 provision 1, the expenditure for spending on machine, instruments, land or repairing can be granted a preferential loan in accordance with the rule of point 6, and government will provide a subsidy of interest for loaning Tourism Enterprises with timely payments. At last, Council for Economic Planning and Development also points out because most of technology industry has been impacted seriously by fluctuation of international prosperity due to conducting the export trade oriented strategy. Furthermore, the aspects of our export trade of technology industry have been impacted by the U.S. financial crisis and the economic decay in EU and US; and the industrial development seems to face the problem caused by over centralization in Taiwan. Hence, the current framework of domestic industry should be rearranged and to make it better by promoting the developmental project of six newly industries. Taiwan Government Had Modifies Rules to Accelerate NDA Process and Facilitate Development of Clinical Studies in Taiwan In July 2007, the "Biotech and New Pharmaceutical Development Act" modified many regulations related to pharmaceutical administration, taxes, and professionals in Taiwan. In addition, in order to facilitate the development of the biotechnology and pharmaceutical industries, the government has attempted to create a friendly environment for research and development by setting up appropriate regulations and application systems. These measures show that the Taiwanese government is keenly aware that these industries have huge potential value. To operate in coordination with the above Act and to better deal with the increasing productivity of pharmaceutical R&D programs in Taiwan, the Executive Yuan simplified the New Drug Application (NDA) process to facilitate the submission that required Certificate of Pharmaceutical Product (CPP) for drugs with new ingredients. The current NDA process requires sponsors to submit documentation as specified by one of the following four options: (1) three CPPs from three of "ten medically-advanced countries," including Germany, the U.S., England, France, Japan, Switzerland, Canada, Australia, Belgium, and Sweden; (2) one CPP from the U.S., Japan, Canada, Australia, or England and one CPP from Germany, France, Switzerland, Sweden, or Belgium; (3) a Free Sale Certificate (FSC) from one of ten medically-advanced countries where the pharmaceuticals are originally produced and one CPP from one of the other nine countries; or (4) a CPP from the European Medicines Agency. Thus, the current NDA process requires sponsors to spend inordinate amounts of time and incur significant costs to acquire two or three FSCs or CPPs from ten medically-advanced countries in order to submit an NDA in Taiwan. According to the new rules, sponsors will not have to submit above CPPs if (1) Phase I clinical studies have been conducted in Taiwan, and Phase III Pivotal Trial clinical studies have been simultaneously conducted both in Taiwan and in another country or (2) Phase II and Phase III Pivotal Trial clinical studies have been simultaneously conducted both in Taiwan and in another country. Besides, the required minimum numbers of patients were evaluated during each above phase. Therefore, sponsors who conduct clinical studies in Taiwan and in another country simultaneously could reduce their costs and shorten the NDA process in Taiwan. The new rules aim to encourage international pharmaceutical companies to conduct clinical studies in Taiwan or to conduct such studies cooperatively with Taiwanese pharmaceutical companies. Such interactions will allow Taiwanese pharmaceutical companies to participate in development and implementation of international clinical studies in addition to benefiting from the shortened NDA process. Therefore, the R&D abilities and the internationalization of the Taiwanese pharmaceutical industry will be improved.