AI Governance Review January & February 2026
๐ฆบ ๐๐ ๐ฆ๐ฎ๐ณ๐ฒ๐๐:
โข The 2026 edition of the๐๐ป๐๐ฒ๐ฟ๐ป๐ฎ๐๐ถ๐ผ๐ป๐ฎ๐น ๐๐ ๐ฆ๐ฎ๐ณ๐ฒ๐๐ ๐ฅ๐ฒ๐ฝ๐ผ๐ฟ๐has 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 ๐ฅ๐ถ๐๐ธ ๐ ๐ฎ๐ป๐ฎ๐ด๐ฒ๐บ๐ฒ๐ป๐ ๐ผ๐ณ ๐ข๐ฝ๐ฒ๐ป-๐๐ฒ๐ถ๐ด๐ต๐ ๐บ๐ผ๐ฑ๐ฒ๐น๐ (๐ฏ.๐ฐ) particularly interesting.
โข China specifically aims to passnew rules to protect childrenfrom unsafe and harmful use of AI.
๐๐๐จ:
โข 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 “๐ฆ๐ถ๐ด๐ป๐ฎ๐๐ผ๐ฟ๐ ๐ง๐ฎ๐๐ธ๐ณ๐ผ๐ฟ๐ฐ๐ฒ” has formed, promising joint efforts in achieving alignment with the CoP.
โข The French CNIL (National Commission on Informatics and Liberty) publishedguidanceregarding the applicability of the GDPR-obligation to ๐ถ๐ป๐ณ๐ผ๐ฟ๐บ ๐ฑ๐ฎ๐๐ฎ ๐๐๐ฏ๐ท๐ฒ๐ฐ๐๐ ๐ฎ๐ฏ๐ผ๐๐ ๐๐ต๐ฒ ๐๐๐ฒ ๐ผ๐ณ ๐๐ต๐ฒ๐ถ๐ฟ ๐ฑ๐ฎ๐๐ฎ ๐ณ๐ผ๐ฟ ๐๐ฟ๐ฎ๐ถ๐ป๐ถ๐ป๐ด ๐๐ ๐บ๐ผ๐ฑ๐ฒ๐น๐.
โข Germany-specific news: We now have anational law, translating the EU AI Act into national regulation.
๐๏ธ ๐๐ด๐ฒ๐ป๐๐ถ๐ฐ ๐๐:
โข 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”.
โข ATech Policy Press Perspectiveexplains ๐๐ต๐ ๐ฐ๐๐ฟ๐ฟ๐ฒ๐ป๐ ๐๐จ ๐๐ ๐ฟ๐ฒ๐ด๐๐น๐ฎ๐๐ถ๐ผ๐ป ๐ถ๐ ๐ป๐ผ๐ ๐ฟ๐ฒ๐ฎ๐ฑ๐ ๐ณ๐ผ๐ฟ ๐๐ต๐ฒ “๐บ๐๐น๐๐ถ”-๐ฎ๐๐ฝ๐ฒ๐ฐ๐ ๐ผ๐ณ ๐ฎ๐ด๐ฒ๐ป๐๐ถ๐ฐ ๐๐ ๐๐๐ฒ – 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.
โข Related, Anthropic, released a report onโmeasuring AI agent autonomy in practiceโ.
๐ธ๐๐ฟ๐ผ๐ธ:
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:
โข๐ ๐ฎ๐น๐ฎ๐๐๐ถ๐ฎ ๐ฎ๐ป๐ฑ ๐๐ป๐ฑ๐ผ๐ป๐ฒ๐๐ถ๐ฎbanned Grok altogether in light of the deep fake debate.
โข๐๐ฟ๐ฎ๐๐ถ๐น, generally known for comparably strict tech regulation, gave xAI 30 days to create technical procedures to identify, review, and remove Grokโgenerated 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.
โข The๐๐๐ฟ๐ผ๐ฝ๐ฒ๐ฎ๐ป ๐๐ผ๐บ๐บ๐ถ๐๐๐ถ๐ผ๐ปlaunched investigations into Grok and particularly X’s recommender system under the DSA.
5๏ธโฃย ย ๐๐น๐ฎ๐๐ฑ๐ฒ:
โข 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.
โข Anthropicโs deal with the Pentagon hashit a standoffย because the Department of Defense wants โ๐ฎ๐ป๐ ๐น๐ฎ๐๐ณ๐๐น ๐๐๐ฒโ of Claude, while Anthropic refuses to allow uses like mass domestic surveillance and fully autonomous weapons, even ๐๐ป๐ฑ๐ฒ๐ฟ ๐๐ต๐ฟ๐ฒ๐ฎ๐ ๐ผ๐ณ ๐ฏ๐ฒ๐ถ๐ป๐ด ๐น๐ฎ๐ฏ๐ฒ๐น๐ฒ๐ฑ ๐ฎ ๐๐๐ฝ๐ฝ๐น๐โ๐ฐ๐ต๐ฎ๐ถ๐ป ๐ฟ๐ถ๐๐ธ ๐ฎ๐ป๐ฑ ๐ฐ๐๐ ๐ผ๐ณ๐ณ ๐ณ๐ฟ๐ผ๐บ ๐ณ๐๐๐๐ฟ๐ฒ ๐ฐ๐ผ๐ป๐๐ฟ๐ฎ๐ฐ๐๐. Inย his public statement, CEO Dario Amodei said these threats do not change Anthropicโs 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.
๐๐ฃ๐๐ฏ๐น๐ถ๐ฐ๐ฎ๐๐ถ๐ผ๐ป๐ ๐๐ผ๐ฟ๐๐ต ๐๐ต๐ฒ ๐ป๐ผ๐ป-๐๐-๐๐๐ฝ๐ฝ๐ผ๐ฟ๐๐ฒ๐ฑ ย ๐ฐ๐ผ๐ป๐๐๐บ๐ฝ๐๐ถ๐ผ๐ป (๐ฟ๐ฒ๐ฎ๐ฑ)
โข ๐ง๐ต๐ฒ ๐ฆ๐ถ๐น๐ถ๐ฐ๐ผ๐ป ๐๐ฎ๐๐ฒ: 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.
โข Three WEF-publications fit perfectly how I perceive AI Governance and the real-life challenges around it: ๐๐ถ๐ฟ๐๐๐น๐, ๐๐ ๐๐ผ๐๐ฒ๐ฟ๐ป๐ฎ๐ป๐ฐ๐ฒ ๐ถ๐ ๐ฎ๐น๐๐ผ ๐ฎ๐น๐บ๐ผ๐๐ ๐ฎ๐น๐๐ฎ๐๐ ๐๐ต๐ฎ๐ป๐ด๐ฒ ๐ ๐ฎ๐ป๐ฎ๐ด๐ฒ๐บ๐ฒ๐ป๐. ๐ฆ๐ฒ๐ฐ๐ผ๐ป๐ฑ๐น๐ (seehere), ๐ถ๐ป๐ฐ๐ฟ๐ฒ๐ฎ๐๐ถ๐ป๐ด๐น๐, ๐๐ ๐๐ผ๐๐ฒ๐ฟ๐ป๐ฎ๐ป๐ฐ๐ฒ ๐ถ๐ ๐๐ฒ๐ฒ๐ป ๐ณ๐ฟ๐ผ๐บ ๐ฎ ๐๐๐ฟ๐ฎ๐๐ฒ๐ด๐ถ๐ฐ ๐ฒ๐ป๐ฎ๐ฏ๐น๐ฒ๐บ๐ฒ๐ป๐ ๐ฝ๐ฒ๐ฟ๐๐ฝ๐ฒ๐ฐ๐๐ถ๐๐ฒ (seeย hereย andย here), extending far beyond regulatory compliance.
โข What has become a common topic in conversations well beyond work – ๐๐ต๐ฒ ๐ณ๐๐๐๐ฟ๐ฒ ๐ผ๐ณ ๐๐ผ๐ฟ๐ธ ๐ฎ๐ป๐ฑ ๐ต๐ผ๐ ๐๐ ๐๐ถ๐น๐น ๐ถ๐บ๐ฝ๐ฎ๐ฐ๐ ๐ถ๐ – 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.
๐ก๐๐ ๐๐ถ๐๐ฒ๐ฟ๐ฎ๐ฐ๐:
โข ๐ง๐ต๐ฒ ๐จ๐ฆ ๐๐ฒ๐ฝ๐ฎ๐ฟ๐๐บ๐ฒ๐ป๐ ๐ผ๐ณ ๐๐ฎ๐ฏ๐ผ๐๐ฟ ๐ฟ๐ฒ๐น๐ฒ๐ฎ๐๐ฒ๐ฑ ๐ฎ๐ณ๐ฟ๐ฎ๐บ๐ฒ๐๐ผ๐ฟ๐ธ ๐ผ๐ป ๐๐ ๐๐ถ๐๐ฒ๐ฟ๐ฎ๐ฐ๐stating “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”.
โข ๐ข๐น๐ถ๐๐ฒ๐ฟ ๐ฃ๐ฎ๐๐ฒl, 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.
๐ค ๐๐ ๐๐ฒ๐ฐ๐ต ๐ฑ๐ฒ๐๐ฒ๐น๐ผ๐ฝ๐บ๐ฒ๐ป๐๐ – ๐๐ต๐ฒ ๐ฏ๐ถ๐ด๐ด๐ฒ๐ฟ ๐ฝ๐ถ๐ฐ๐๐๐ฟ๐ฒ:
โข 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: ๐ฝ๐ต๐๐๐ถ๐ฐ๐ฎ๐น ๐๐.
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 โgoes to the first person to decode the Claude-paragraph icon.
