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January & February 2026

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AI Governance Review January & February 2026

By Jana Schรถneborn
March 2, 2026
๐Ÿฆบ ๐—”๐—œ ๐—ฆ๐—ฎ๐—ณ๐—ฒ๐˜๐˜†:
โ€ข The 2026 edition of the๐—œ๐—ป๐˜๐—ฒ๐—ฟ๐—ป๐—ฎ๐˜๐—ถ๐—ผ๐—ป๐—ฎ๐—น ๐—”๐—œ ๐—ฆ๐—ฎ๐—ณ๐—ฒ๐˜๐˜† ๐—ฅ๐—ฒ๐—ฝ๐—ผ๐—ฟ๐˜has been published. Under the lead of Yoshua Bengio, 100+ experts elaborate on emerging capabilities and risks of General Purpose AI. I found the chapter on ๐—ฅ๐—ถ๐˜€๐—ธ ๐— ๐—ฎ๐—ป๐—ฎ๐—ด๐—ฒ๐—บ๐—ฒ๐—ป๐˜ ๐—ผ๐—ณ ๐—ข๐—ฝ๐—ฒ๐—ป-๐˜„๐—ฒ๐—ถ๐—ด๐—ต๐˜ ๐—บ๐—ผ๐—ฑ๐—ฒ๐—น๐˜€ (๐Ÿฏ.๐Ÿฐ) particularly interesting.
โ€ข China specifically aims to passnew rules to protect childrenfrom unsafe and harmful use of AI.
๐Ÿ“œ๐—˜๐—จ:
โ€ข GPAI again: The Code of Practice on GPAI has been signed by a great variety of organisations and while it is still more interesting to me how those who did NOT sign will act, within the group of signatories a “๐—ฆ๐—ถ๐—ด๐—ป๐—ฎ๐˜๐—ผ๐—ฟ๐˜† ๐—ง๐—ฎ๐˜€๐—ธ๐—ณ๐—ผ๐—ฟ๐—ฐ๐—ฒ” has formed, promising joint efforts in achieving alignment with the CoP.
โ€ข The French CNIL (National Commission on Informatics and Liberty) publishedguidanceregarding the applicability of the GDPR-obligation to ๐—ถ๐—ป๐—ณ๐—ผ๐—ฟ๐—บ ๐—ฑ๐—ฎ๐˜๐—ฎ ๐˜€๐˜‚๐—ฏ๐—ท๐—ฒ๐—ฐ๐˜๐˜€ ๐—ฎ๐—ฏ๐—ผ๐˜‚๐˜ ๐˜๐—ต๐—ฒ ๐˜‚๐˜€๐—ฒ ๐—ผ๐—ณ ๐˜๐—ต๐—ฒ๐—ถ๐—ฟ ๐—ฑ๐—ฎ๐˜๐—ฎ ๐—ณ๐—ผ๐—ฟ ๐˜๐—ฟ๐—ฎ๐—ถ๐—ป๐—ถ๐—ป๐—ด ๐—”๐—œ ๐—บ๐—ผ๐—ฑ๐—ฒ๐—น๐˜€.
โ€ข Germany-specific news: We now have anational law, translating the EU AI Act into national regulation.
๐ŸŽ›๏ธ ๐—”๐—ด๐—ฒ๐—ป๐˜๐—ถ๐—ฐ ๐—”๐—œ:
โ€ข UC Berkeley released the “Agentic AI Risk-Management Standards Profile – CLTC” which analyses in regards to which risks Agentic AI exceed general AI risks – and how to address them; starting, suitably, with the lever of “human control and accountability”.
โ€ข ATech Policy Press Perspectiveexplains ๐˜„๐—ต๐˜† ๐—ฐ๐˜‚๐—ฟ๐—ฟ๐—ฒ๐—ป๐˜ ๐—˜๐—จ ๐—”๐—œ ๐—ฟ๐—ฒ๐—ด๐˜‚๐—น๐—ฎ๐˜๐—ถ๐—ผ๐—ป ๐—ถ๐˜€ ๐—ป๐—ผ๐˜ ๐—ฟ๐—ฒ๐—ฎ๐—ฑ๐˜† ๐—ณ๐—ผ๐—ฟ ๐˜๐—ต๐—ฒ “๐—บ๐˜‚๐—น๐˜๐—ถ”-๐—ฎ๐˜€๐—ฝ๐—ฒ๐—ฐ๐˜ ๐—ผ๐—ณ ๐—ฎ๐—ด๐—ฒ๐—ป๐˜๐—ถ๐—ฐ ๐—”๐—œ ๐˜‚๐˜€๐—ฒ – multi-actors, multi-systems and also the possible incidents first being reported by third parties. It also proposes article 73 of the EU AI Act (reporting of serious incidents) as a “stepping stone” to fill this gap.
โ€ข Related, Anthropic, released a report onโ€œmeasuring AI agent autonomy in practiceโ€.
๐Ÿ“ธ๐—š๐—ฟ๐—ผ๐—ธ:
No need to warm this topic up, but what I did find interesting was how in different parts of the world different, highly culturally shaped reactions came out in a fairly short period of time:
โ€ข๐—•๐—ฟ๐—ฎ๐˜€๐—ถ๐—น, generally known for comparably strict tech regulation, gave xAI 30 days to create technical procedures to identify, review, and remove Grokโ€‘generated fake sexualized content and to suspend related accounts. Grok has since responded by deleting thousands of posts and accounts – but not to the regulators’ satisfaction as further requests suggest.
5๏ธโƒฃย ย ๐—–๐—น๐—ฎ๐˜‚๐—ฑ๐—ฒ:
โ€ข Thenew Claude constitutionand different vibes heard from other sources within the company, such as their Head of the personality alignment team, Amanda Askell, sound much different than previous versions and worrying to me in terms of suggestion of personhood and AI consciousness as well as directing the debate away from more immediately important things to (to me) still abstract about AI rights and welfare.
โ€ข Anthropicโ€™s deal with the Pentagon hashit a standoffย because the Department of Defense wants โ€œ๐—ฎ๐—ป๐˜† ๐—น๐—ฎ๐˜„๐—ณ๐˜‚๐—น ๐˜‚๐˜€๐—ฒโ€ of Claude, while Anthropic refuses to allow uses like mass domestic surveillance and fully autonomous weapons, even ๐˜‚๐—ป๐—ฑ๐—ฒ๐—ฟ ๐˜๐—ต๐—ฟ๐—ฒ๐—ฎ๐˜ ๐—ผ๐—ณ ๐—ฏ๐—ฒ๐—ถ๐—ป๐—ด ๐—น๐—ฎ๐—ฏ๐—ฒ๐—น๐—ฒ๐—ฑ ๐—ฎ ๐˜€๐˜‚๐—ฝ๐—ฝ๐—น๐˜†โ€๐—ฐ๐—ต๐—ฎ๐—ถ๐—ป ๐—ฟ๐—ถ๐˜€๐—ธ ๐—ฎ๐—ป๐—ฑ ๐—ฐ๐˜‚๐˜ ๐—ผ๐—ณ๐—ณ ๐—ณ๐—ฟ๐—ผ๐—บ ๐—ณ๐˜‚๐˜๐˜‚๐—ฟ๐—ฒ ๐—ฐ๐—ผ๐—ป๐˜๐—ฟ๐—ฎ๐—ฐ๐˜๐˜€. Inย his public statement, CEO Dario Amodei said these threats do not change Anthropicโ€™s stance and that the company is prepared to lose hundreds of millions in federal work rather than drop those two safeguards. At the same time, Pentagon officials acknowledge that Claude is already deeply integrated into classified networks. As a response, Trump requested all federal agencies toย cease use of Antrophic’s technologyon Friday, 27th of Feb.
More on the topic, which probably deserves an article by itself can be foundย hereย andย here.
๐Ÿ”–๐—ฃ๐˜‚๐—ฏ๐—น๐—ถ๐—ฐ๐—ฎ๐˜๐—ถ๐—ผ๐—ป๐˜€ ๐˜„๐—ผ๐—ฟ๐˜๐—ต ๐˜๐—ต๐—ฒ ๐—ป๐—ผ๐—ป-๐—”๐—œ-๐˜€๐˜‚๐—ฝ๐—ฝ๐—ผ๐—ฟ๐˜๐—ฒ๐—ฑย ๐—ฐ๐—ผ๐—ป๐˜€๐˜‚๐—บ๐—ฝ๐˜๐—ถ๐—ผ๐—ป (๐—ฟ๐—ฒ๐—ฎ๐—ฑ)
โ€ข ๐—ง๐—ต๐—ฒ ๐—ฆ๐—ถ๐—น๐—ถ๐—ฐ๐—ผ๐—ป ๐—š๐—ฎ๐˜‡๐—ฒ: Thepaper “The silicon gaze: A typology of biases and inequality in LLMs through the lens of place”ย explores how the technology we currently use (mainly) is not only far from representative but inherently and deeply coined by its geographical origin by developing a five-part typology of bias (availability, pattern, averaging, trope, and proxy) that accounts for the complex ways in which LLMs privilege certain places while rendering others invisible. Everyone can live-test how this plays out in practice viaย this insightful website.
โ€ข Three WEF-publications fit perfectly how I perceive AI Governance and the real-life challenges around it: ๐—™๐—ถ๐—ฟ๐˜€๐˜๐—น๐˜†, ๐—”๐—œ ๐—š๐—ผ๐˜ƒ๐—ฒ๐—ฟ๐—ป๐—ฎ๐—ป๐—ฐ๐—ฒ ๐—ถ๐˜€ ๐—ฎ๐—น๐˜€๐—ผ ๐—ฎ๐—น๐—บ๐—ผ๐˜€๐˜ ๐—ฎ๐—น๐˜„๐—ฎ๐˜†๐˜€ ๐—–๐—ต๐—ฎ๐—ป๐—ด๐—ฒ ๐— ๐—ฎ๐—ป๐—ฎ๐—ด๐—ฒ๐—บ๐—ฒ๐—ป๐˜. ๐—ฆ๐—ฒ๐—ฐ๐—ผ๐—ป๐—ฑ๐—น๐˜† (seehere), ๐—ถ๐—ป๐—ฐ๐—ฟ๐—ฒ๐—ฎ๐˜€๐—ถ๐—ป๐—ด๐—น๐˜†, ๐—”๐—œ ๐—š๐—ผ๐˜ƒ๐—ฒ๐—ฟ๐—ป๐—ฎ๐—ป๐—ฐ๐—ฒ ๐—ถ๐˜€ ๐˜€๐—ฒ๐—ฒ๐—ป ๐—ณ๐—ฟ๐—ผ๐—บ ๐—ฎ ๐˜€๐˜๐—ฟ๐—ฎ๐˜๐—ฒ๐—ด๐—ถ๐—ฐ ๐—ฒ๐—ป๐—ฎ๐—ฏ๐—น๐—ฒ๐—บ๐—ฒ๐—ป๐˜ ๐—ฝ๐—ฒ๐—ฟ๐˜€๐—ฝ๐—ฒ๐—ฐ๐˜๐—ถ๐˜ƒ๐—ฒ (seeย hereย andย here), extending far beyond regulatory compliance.
โ€ข What has become a common topic in conversations well beyond work – ๐˜๐—ต๐—ฒ ๐—ณ๐˜‚๐˜๐˜‚๐—ฟ๐—ฒ ๐—ผ๐—ณ ๐˜„๐—ผ๐—ฟ๐—ธ ๐—ฎ๐—ป๐—ฑ ๐—ต๐—ผ๐˜„ ๐—”๐—œ ๐˜„๐—ถ๐—น๐—น ๐—ถ๐—บ๐—ฝ๐—ฎ๐—ฐ๐˜ ๐—ถ๐˜ – has gotten some solid grounding in Stanford Digital Economy Lab’sresearch. To me, mainly the parts on “what we do not know” serve as useful evidence for the warning not to throw too many things together – particularly in economically challenging times.
๐Ÿ’ก๐—”๐—œ ๐—Ÿ๐—ถ๐˜๐—ฒ๐—ฟ๐—ฎ๐—ฐ๐˜†:
โ€ข ๐—ง๐—ต๐—ฒ ๐—จ๐—ฆ ๐——๐—ฒ๐—ฝ๐—ฎ๐—ฟ๐˜๐—บ๐—ฒ๐—ป๐˜ ๐—ผ๐—ณ ๐—Ÿ๐—ฎ๐—ฏ๐—ผ๐˜‚๐—ฟ ๐—ฟ๐—ฒ๐—น๐—ฒ๐—ฎ๐˜€๐—ฒ๐—ฑ ๐—ฎ๐—ณ๐—ฟ๐—ฎ๐—บ๐—ฒ๐˜„๐—ผ๐—ฟ๐—ธ ๐—ผ๐—ป ๐—”๐—œ ๐—Ÿ๐—ถ๐˜๐—ฒ๐—ฟ๐—ฎ๐—ฐ๐˜†stating “every worker will need baseline AI literacy skills to succeed, regardless of industry or occupation” and breaking the concept down in “understand AI principles”, “explore AI uses”, “direct AI effectively”, “evaluate AI outputs” and “use AI responsibly”.
โ€ข ๐—ข๐—น๐—ถ๐˜ƒ๐—ฒ๐—ฟ ๐—ฃ๐—ฎ๐˜๐—ฒl, eloquently as always, points out different aspects of AI Literacy, broader than what we usually think about, such as requirements for critical thinking, inthis podcast.
๐Ÿค– ๐—”๐—œ ๐˜๐—ฒ๐—ฐ๐—ต ๐—ฑ๐—ฒ๐˜ƒ๐—ฒ๐—น๐—ผ๐—ฝ๐—บ๐—ฒ๐—ป๐˜๐˜€ – ๐˜๐—ต๐—ฒ ๐—ฏ๐—ถ๐—ด๐—ด๐—ฒ๐—ฟ ๐—ฝ๐—ถ๐—ฐ๐˜๐˜‚๐—ฟ๐—ฒ:
โ€ข As was to be expected fromPatrick McGee, he wrote anย exciting articleon what we might be aware of, but still losing out of sight in current times: ๐—ฝ๐—ต๐˜†๐˜€๐—ถ๐—ฐ๐—ฎ๐—น ๐—”๐—œ.
The longer the review period, the more likely it becomes that relevant twists and turns are missed – happy to see your additions in the comments โฌ‡๏ธ
Also: A โ˜•goes to the first person to decode the Claude-paragraph icon.