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Carsten Ullrich

Algorithm Transparency: How to Eat the Cake and Have It Too - European Law Blog - 0 views

  • While AI tools still exist in a relative legal vacuum, this blog post explores: 1) the extent of protection granted to algorithms as trade secrets with exceptions of overriding public interest; 2) how the new generation of regulations on the EU and national levels attempt to provide algorithm transparency while preserving trade secrecy; and 3) why the latter development is not a futile endeavour. 
  • most complex algorithms dominating our lives (including those developed by Google and Facebook), are proprietary, i.e. shielded as trade secrets, while only a negligible minority of algorithms are open source. 
  • Article 2 of the EU Trade Secrets Directive
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  • However, the protection granted by the Directive is not absolute. Article 1(2)(b), bolstered by Recital 11, concedes that secrecy will take a back seat if the ‘Union or national rules require trade secret holders to disclose, for reasons of public interest, information, including trade secrets, to the public or to administrative or judicial authorities for the performance of the duties of those authorities’. 
  • With regard to trade secrets in general, in the Microsoft case, the CJEU held that a refusal by Microsoft to share interoperability information with a competitor constituted a breach of Article 102 TFEU.
  • Although trade secrets remained protected from the public and competitors, Google had to disclose Page Rank parameters to the Commission as the administrative authority for the performance of its investigative duties. It is possible that a similar examination will take place in the recently launched probe in Amazon’s treatment of third-party sellers. 
  • For instance, in February 2020, the District Court of the Hague held that the System Risk Indication algorithm that the Dutch government used to detect fraud in areas such as benefits, allowances, and taxes, violated the right to privacy (Article 8 ECHR), inter alia, because it was not transparent enough, i.e. the government has neither publicized the risk model and indicators that make up the risk model, nor submitted them to the Court (para 6 (49)).
  • Article 22 still remains one of the most unenforceable provisions of the GDPR. Some scholars (see, e.g. Wachter) question the existence of such a right to explanation altogether claiming that if the right does not withstand the balancing against trade secrets, it is of little value.
  • In 2019, to ensure competition in the platform economy, the European Parliament and the Council adopted Platform-to-Business (P2B) Regulation. To create a level playing field between businesses, the Regulation for the first time mandates the platforms to disclose to the businesses the main parameters of the ranking systems they employ, i.e. ‘algorithmic sequencing, rating or review mechanisms, visual highlights, or other saliency tools’ while recognising the protection of algorithms by the Trade Secrets Directive (Article 1(5)).
  • The recent Guidelines on ranking transparency by the European Commission interpret the ‘main parameters’ to mean ‘what drove the design of the algorithm in the first place’ (para 41).
  • The German Interstate Media Law that entered into force in October 2020, transposes the revised Audio-Visual Services Directive, but also goes well beyond the Directive in tackling automated decision-making that leads to prioritization and recommendation of content.
  • This obligation to ‘explain the algorithm’ makes it the first national law that, in ensuring fairness for all journalistic and editorial offers, also aims more generally at diversity of opinion and information in the digital space – a distinct human rights dimension. If the provision proves enforceable, it might serve as an example for other Member States to emulate. 
  • Lastly, the draft DSA grants the newly introduced Digital Service Coordinators, the Commission, as well as vetted researchers (under conditions to be specified) the powers of data access to ensure compliance with the DSA. The core of this right, however, is undermined in Article 31(6), which effectively allows the platforms to refuse such access based on trade secrecy concerns. 
  • This shows that although addressing algorithms in a horizontal instrument is a move in the right direction, to make it enforceable, the final DSA, as well as any ensuing guidelines, should differentiate between three tiers of disclosure: 1) full disclosure – granting supervisory bodies the right of access, which may not be refused by the IP owners, to all confidential information; 2) limited disclosure – granting vetted researchers the right of access limited in time and scope, with legal guarantees for protection of trade secrecy; and 3) explanation of main parameters – granting individuals information in accessible language without prejudice to trade secrets. 
Carsten Ullrich

Article - 0 views

  • elf-assessment reports submitted by Facebook, Google, Microsoft, Mozilla and Twitter
  • bserved that “[a]ll platform signatories deployed policies and systems to ensure transparency around political advertising, including a requirement that all political ads be clearly labelled as sponsored content and include a ‘paid for by’ disclaimer.”
  • While some of the platforms have gone to the extent of banning political ads, the transparency of issue-based advertising is still significantly neglected.
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  • re are notable differences in scop
  • inauthentic behaviour, including the suppression of millions of fake accounts and the implementation of safeguards against malicious automated activities.
  • more granular information is needed to better assess malicious behaviour specifically targeting the EU and the progress achieved by the platforms to counter such behaviour.”
  • several tools have been developed to help consumers evaluate the reliability of information sources, and to open up access to platform data for researchers.
    • Carsten Ullrich
       
      one element of a technical standard, degree of providing consumer with transparent to content assessment tools, transparency still lagging!
  • platforms have not demonstrated much progress in developing and implementing trustworthiness indicators in collaboration with the news ecosystem”, and “some consumer empowerment tools are still not available in most EU Member States.”
Carsten Ullrich

United Kingdom | OpenNet Initiative - 0 views

  • The U.K., together with the United States, was ranked as one of the worst offenders against individual privacy rights in the democratic world by Privacy International for 2007.52
  • Moreover, certain filtering and tracking practices do take place.
  • he U.K. government, however, has to ensure that blocking practices do not lead to abuse in the absence of external and independent control.
Carsten Ullrich

Facebook is stepping in where governments won't on free expression - Wendy H. Wong and ... - 0 views

  • The explicit reference to human rights in its charter acknowledges that companies have a role in protecting and enforcing human rights.
  • This is consistent with efforts by the United Nations and other advocacy efforts to create standards on how businesses should be held accountable for human rights abuses. In light of Facebook’s entanglement in misinformation, scandals and election falsehoods, as well as genocide and incitement of violence, it seems particularly pertinent for the company.
  • To date, we have assigned such decision-making powers to states, many of which are accountable to their citizens. Facebook, on the other hand, is unaccountable to citizens in nations around the world, and a single individual (Mark Zuckerberg) holds majority decision-making power at the company.
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  • In other cases, human moderators have had their decisions overturned. The Oversight Board also upheld Facebook’s decision to remove a dehumanizing ethnic slur against Azerbaijanis in the context of an active conflict over the Nagorno-Karabakh disputed region.
  • But Facebook and other social media companies do not have to engage in a transparent, publicly accountable process to make their decisions. However, Facebook claims that in its decision-making, it upholds the human right of freedom of expression. However, freedom of expression does not mean the same thing to everyone
  • rivate organizations are currently the only consistent governors of data and social media.
  • However, the Oversight Board deals with only a small fraction of possible cases.
  • Facebook’s dominance in social media, however, is notable not because it’s a private company. Mass communication has been privatized, at least in the U.S., for a long time. Rather, Facebook’s insertion into the regulation of freedom of expression and its claim to support human rights is notable because these have traditionally been the territory of governments. While far from perfect, democracies provide citizens and other groups influence over the enforcement of human rights.
  • Facebook and other social media companies, however, have no such accountability to the public. Ensuring human rights needs to go beyond volunteerism by private companies. Perhaps with the Australia versus Facebook showdown, governments finally have an impetus to pay attention to the effects of technology companies on fundamental human rights.
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