AI safety watchdogs face conflict of interest concerns as staff rotate between evaluators and companies

A viral analysis published by researcher Kevin Bass on September 14-15, 2026, drawing nearly 5 million views, called for a Congressional investigation into structural conflicts of interest between AI safety evaluators and the labs they assess, centering on METR (Model Evaluation and Threat Research), whose staff include former OpenAI and Anthropic employees. METR responded that it does not accept compensation or donations from AI labs or their staff and has rejected certain funding sources, while on September 18, 2026, more than 100 AI experts including Turing Award winner Geoffrey Hinton signed an open letter demanding full editorial autonomy for evaluators, transparency about methodologies and results, and protection from retaliation. No significant regulatory changes have been enacted, though political pressure is building.

Photo: Tima Miroshnichenko / Pexels AI safety watchdogs face conflict of interest concerns as staff rotate between evaluators and companies A viral analysis drawing nearly 5 million views has sparked calls for a Congressional investigation into the cozy ties between AI labs and the organizations meant to keep them honest. The people grading AI safety homework might also be the ones who wrote it. That’s the uncomfortable implication of growing scrutiny over the revolving door between AI safety evaluation organizations and the very companies they’re supposed to oversee. Proposals from Anthropic CEO Dario Amodei and OpenAI CEO Sam Altman to embed third-party evaluators directly inside their labs have turned a simmering concern into a full boil. The web of connections At the center of the controversy sits METR, or Model Evaluation and Threat Research, one of the most prominent organizations tasked with assessing whether frontier AI models are safe enough for deployment. METR’s staff includes people who previously worked at OpenAI and Anthropic, and the overlap doesn’t stop at resumes. The funding picture is where things get especially tangled. Dustin Moskovitz, the Facebook co-founder, holds equity in Anthropic. His philanthropic foundations channel money through Effective Altruism networks that have provided significant funding to evaluator organizations like METR and Redwood Research. The result is an ecosystem where the money flowing to safety watchdogs can be traced back, sometimes through only a hop or two, to the companies being evaluated. Several evaluators have personal or familial ties to employees at the labs they assess. AI, tech, and the markets they move—in one daily briefing. Daily. Free. Join 34,000+ readers across crypto, finance, and policy. Kevin Bass, a researcher, published an analysis on September 14-15, 2026, mapping these connections in detail. The thread attracted nearly 5 million views and included an explicit call for a Congressional investigation into what Bass characterized as structural conflicts of interest. The industry pushes back, sort of METR has responded to the allegations head-on, stating it does not accept compensation or donations from AI labs or their staff. The organization says it has actively rejected certain funding sources to maintain its independence and emphasizes its commitment to disclosing potential conflicts. Defenders of the current arrangement point out that evaluating frontier AI models requires extremely specialized technical knowledge. The talent pool is inherently narrow, and the people with the right skills have almost certainly worked at or been funded by AI labs at some point. The expert letter and what comes next On September 18, 2026, over 100 AI experts signed an open letter demanding structural reforms. The signatories included Geoffrey Hinton, the Turing Award winner who has become one of the most vocal critics of how the AI industry self-polices. The letter called for evaluators to have full editorial autonomy over their findings, complete transparency about methodologies and results, and explicit protection from retaliation by the companies they review. No significant regulatory changes have been enacted yet, but the political pressure is building. Disclosure: This article was edited by Editorial Team. For more information on how we create and review content, see our Editorial Policy https://cryptobriefing.com/editorial-policy/ .