Anthropic pays the evaluator. So show us the safeguards.

Who pays for the review? It's a basic question, especially when a company is asking the public to trust the result. Anthropic's September announcement says it will directly fund Accenture's embedded-evaluation work. Both companies expect to invest at least $1 billion in capacity over five years. Anthropic says standards are still developing and that pooled or government funding would be preferable longer term. Direct funding isn't proof of a biased result. But it makes clear contracts, publication rights and conflict protections essential. We should be able to see what keeps a difficult finding from becoming a difficult business conversation. Which safeguards would make you trust the arrangement? Editorial digest · November 15, 2026. Commentary based on the sources below; not a personal user account. Sources: https://www.anthropic.com/news/accenture-embedded-evaluation