AI Labs Restrict Watchdog Reporting?

Artificial intelligence leaders Anthropic and OpenAI are reportedly seeking substantial control over the publications of external evaluators. These discussions, ongoing as of October 2026, are driven by concerns that findings from embedded evaluators could expose sensitive trade secrets and proprietary information to rivals. Measures under consideration include direct observation of evaluator teams and restrictions on evaluators moving between different labs.

The core of the disagreement lies in the potential overlap between information crucial for judging a model's risk and what AI companies deem vital intellectual property. Experts note that the independence of these evaluators is a significant concern, especially given that Anthropic and OpenAI are selecting the entities performing these reviews.

These negotiations underscore the conflict between the global need for awareness regarding powerful AI technologies and the AI companies' drive to protect trade secrets, particularly with potential trillion-dollar IPOs on the horizon. The established protocols will determine the extent to which the world can scrutinize AI advancements that some creators fear may surpass human management capabilities.

While Anthropic stated it clarified that independent reviewers control their methods and conclusions, it reserves the right to comment on and approve reports from new evaluator firms. OpenAI indicated it is not seeking approval for full report texts but will redact confidential information, allowing evaluators to disclose if major redactions occurred. The outcomes of these talks will define how AI systems are examined in the absence of standardized legislation for independent reviews.