Anthropic's Safety Promise May Not Be What It Seems

Anthropic, a leading AI company, recently claimed they would give independent evaluators 'employee-level access' to their AI systems. This would mean outsiders could see and test the AI just like an Anthropic employee. But a careful reading of their official essay shows they actually promised 'employee-like access'—a much weaker commitment. The essay uses words like 'should,' 'similar to,' and 'mostly comparable' to describe what evaluators get. In practice, Anthropic would still decide what tools and information to share, and could limit access to only their risk assessment teams, not their safety teams.

The difference matters because independent evaluators are supposed to be a check on AI companies. If they don't get full access, they can't verify whether an AI is safe. Anthropic also says they can redact 'commercially sensitive' information. But almost any bad finding about a company could be called commercially sensitive. So they might hide unfavorable results. The essay does say evaluators can publicly complain if a redaction removed something important to their conclusions. That's good, but it's not the same as having full access.

Other AI leaders like Sam Altman of OpenAI have echoed the 'employee-like' phrasing. This suggests the industry may be adopting vague language that sounds strong but isn't. For everyday people, this means we can't fully trust AI companies to police themselves. If AI systems become more powerful, we need real outside oversight to prevent accidents or misuse. Without it, the risks—from biased decisions to safety failures—could affect us all. So when you hear about AI safety commitments, look for specifics: who gets access, to what, and who decides.