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Saturday, 19 October 2024

Things AI, Oct 2024

AI tool for meeting recordings, taking notes, creating draft documents: ICO says if not used for new purpose, can rely on previous legal basis. For any new processing activity/purpose, identify lawful basis! NB. update privacy notice, accuracy, ADM, profiling, consider any data sharing with tool provider (ICO last updated date still says April but this Q&A is new since Sept).

EU AI Act contractual clauses drafted by SCL (I've not reviewed them myself). And, the Commission seeks feedback on a draft implementing regulation for scientific panel of AI experts to assist the AI Office.

EU algorithms regulation: don't forget the EU Platform Work Directive, just approved by the Council; 2-year transposition deadline. This aims to improve working conditions and protection of  personal data in platform work (i.e. gig economy workers like drivers) by, among other things, promoting transparency, fairness, human oversight, safety and accountability in algorithmic management in "platform work". It will require measures on algorithmic management of people performing platform work in the EU, including those with no employment contract/relationship. Chapter III on algorithmic management limits certain processing of personal data by means of automated monitoring systems or automated decision-making systems, such as personal data on emotional or psychological state. Similarly where "digital labour platforms" use automated systems taking or supporting decisions that affect persons performing platform work; personal data processing by a digital labour platform by means of automated monitoring systems or automated decision-making systems is deemed high risk, requiring a DPIA under GDPR, and more, as well as detailed transparency requirements on automated monitoring systems and automated decision-making systems, and obligations regarding human oversight and human review, etc. There's certainly overlap with both GDPR and the AI Act.

US EO14110: NIST 1-pg summary of progress to date & next steps.

Open source AI: a draft definition 1.0-RC1 is open for comment. FAQs; and must all training data be made available for openness?

Federated learning: scalability challenges in privacy-preserving federated learning (UK RTAU & US NIST collaboration). (For an explanation of federated learning, please see my book)

UK AI Safety events: the Nov 2023 summit cost £27.7m; plus info on the Nov 2024 event incl. criteria for invites (names of invitees were withheld for data protection reasons, but names of their organisations were also withheld, not clear why): from FOI requests.

Financial services/finance/securities:

Training data collection, not just by web scraping!: certain robot vacuums were found to collect photos and audio to train AI, so big security and privacy risks with some robotic hoovers, though reportedly the privacy notice was suitably expansive (but who reads those?!, covering wholesale data collection for research including: device-generated 2D/3D map of user's houses, voice recordings, photos or videos! Talk about hoovering up data for AI training...😉🙄

LLMsstill can't do maths or reasoning (Apple researchers)

G7 Hiroshima AI Process (recall the Code of Conduct etc.) progresses:

  • G7 ministerial declaration 
  • Overview of the OECD pilot of the Hiroshima artificial intelligence process reporting framework (for the international code of conduct for organizations developing advanced AI systems, like foundation models/GPAI) - summary by the Italian presidency (pilot phase); G7 joint statement 
  • G7 toolkit for AI in the public sector - "a comprehensive guide designed to help policymakers and public sector leaders translate principles for safe, secure, and trustworthy Artificial Intelligence (AI) into actionable policies" - of interest/use to the private sector too. And see the Ada Lovelace Institute's Buying AI: s the public sector equipped to procure technology in the public interest? 

Adtech: IAB Tech Lab's AI in advertising primer.

Recommender systems: seem to be particularly targeted, e.g. under the EU Digital Services Act (DSA) (and see ICO brief consultation re using children's data for recommender systems).

AI in healthcare: increasing focus e.g. by Google, Microsoft. See below on the new UK RIO.

LinkedIn & AI: LinkedIn may have agreed not to train AI using UK users' data, but it plans in its new user agreement to put all responsibility for AI-generated content on users - even though, when a user wants to start a new post, it encourages users to "try writing with AI"!


Fairness: evaluating first-person fairness in chatbots (PDF)

AI hype, costs cf productivity (is AI making work worse?) and environmental impact (is nuclear the answer?) vs. examples of AI uses: detecting that UK family court judges used victim-blaming language in domestic abuse cases; stymying mobile phone thieves; cancer detection (UKRI, gov news); pollen & allergies; UK Royal Navy like predictive maintenance; helping sustainable cities; fertilisation treatment

UK AI research programs: include wearable tech to help drug addicts; building resilience against AI risks like deepfakes, misinformation, and cyber-attacks.

UK Regulatory Innovation Office: the RIO promised in the Labour manifesto has been launched, within DSIT, "to reduce the burden of red tape and speed up access to new technologies... like AI training software for surgeons to deliver more accurate surgical treatments for patients and drones which can improve business efficiency", with the 4 initial areas including AI and digital in healthcare, and connected and autonomous technology. The RIO "it will support regulators to update regulation, speeding up approvals, and ensuring different regulatory bodies work together smoothly. It will work to continuously inform the government of regulatory barriers to innovation, set priorities for regulators which align with the government’s broader ambitions and support regulators to develop the capability they need to meet them and grow the economy... The new office will also bring regulators together and working to remove obstacles and outdated regulations to the benefit of businesses and the public, unlocking the power of innovation". But the RIO's first Chair has yet to be appointed, working 4-5 days a month (apply!). FT article (paywall).

(See also my blog on data protection & cyber security)