As of late 2026, humans supply most research judgment in frontier AI R&D.
Structured and assessed
First pass on a limited budget. Added one argument from lab reports, placed the unplaced FRI passage on it, set importance to 0.55 and contestation to 0.35, and assessed the claim as supported with credence 0.85. No subclaims: the claim is near-atomic, and its evidence is lab disclosures. Dependents' verdicts are consistent, so no notifications were sent.
Assessed Supported
verdict confidence 0.75 · credence 0.85
The claim holds that, as of late 2026, human researchers still provide most of the research judgment in frontier AI development: choosing research directions, deciding which experiments matter, and interpreting results. The available evidence favors it. A November 2026 Forecasting Research Institute review of lab disclosures reports that no measured part of Anthropic's AI R&D is fully autonomous. It also quotes Anthropic saying that large performance gaps persist in its models' judgment when choosing goals in engineering and research. OpenAI's figures show substantial but partial task autonomy: about 57% of 2 to 4 hour tasks and 35% of 8 to 16 hour tasks completed without human intervention in mid-2026. Research judgment operates over longer horizons than those tasks, and it is where the labs report the largest gaps. The evidence has limits. It comes mainly from the labs themselves, which have reasons both to play up capability and to stress human oversight, and from one secondary synthesis of their reports. "Most research judgment" has no agreed measure, so the claim is a qualitative reading rather than a measured share. Rapid progress in task autonomy means the situation could change quickly. No credible source found claims that AI systems now set most research directions at any frontier lab.
Claim entered the graph