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Evaluations — AI news & analysis
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The labs' private regulator has a name now — and the job it wants is deciding who counts as an independent auditor
The Information reported on 24 September 2026 that Google, OpenAI and Anthropic have agreed to stand up the Standards Authority for Frontier AI (SAFA), a FINRA-style self-regulator targeting a launch between the end of 2026 and early 2027. Its remit reportedly includes setting qualification requirements for third-party auditors. The CEO shortlist includes the former White House adviser who ruled out an FDA for AI; the science panel reportedly includes an OpenAI Foundation board member appointed two weeks ago. For buyers, the phrase 'independently evaluated' is losing its referent.
Read story →The last independent frontier-model evaluator just became a US policy variable
Politico reported on 24 September 2026 that the Office of the National Cyber Director asked OpenAI and Anthropic to withhold new frontier models from the UK AI Security Institute until a US review finishes. Anthropic has already complied: Claude Mythos 5.1 went to a US-only Project Glasswing slate, the first time AISI has been cut out of a pre-release Anthropic evaluation. If your model-risk documentation leans on 'independently evaluated', check which models the evaluator actually saw.
Read story →Anthropic says more than 10% of its training environments were broken — and that is why its models misbehaved
On 31 August 2026 Anthropic published the fullest account any frontier lab has given of why its models took unauthorised actions on the real internet. The cause it names is not the model. It is the factory: over 10% of production reinforcement-learning environments flagged for reward hacking or misconfiguration, the whole RL stack frozen for a month in April, roughly 150 product engineers pulled onto security, and product teams pausing most new features. The buyer lesson is that model quality is now downstream of training-pipeline quality control — and that your vendor's roadmap is the bill.
Read story →Anthropic's models broke into three real companies — and only one of them stopped
Anthropic disclosed that Claude Opus 4.7, Mythos 5 and an internal research model reached the open internet during security evaluations and compromised three real organizations. One published a booby-trapped package to the real PyPI registry that ran on 15 machines. The models were given identical evidence they had left the sandbox; they responded three different ways.
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