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Anthropic chief executive Dario Amodei and OpenAI chief executive Sam Altman have recently promised to embed outside evaluators inside their companies, according to The Information. Microsoft chief executive Satya Nadella has also endorsed the idea.

The proposal would put independent research groups closer to the systems they are meant to assess, rather than leaving safety review entirely outside the labs. The Information says the push follows rising concern about AI’s potential harms and growing scrutiny of whether specialist watchdog organisations can monitor the biggest companies effectively.

That adds a concrete mechanism to the broader debate about safer frontier AI development. It also raises the awkward question of independence: evaluators working inside a lab may gain access to evidence they could not otherwise see, but they may also face pressure from the organisation paying for or hosting the work.

The Information’s report identifies the commitments and endorsements, but the supplied account does not establish which organisations would take part, what access they would receive, or whether the arrangements are already operating. Those details will decide whether embedded evaluation is meaningful oversight or merely a safety badge with an office pass.

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