Debate: METR's 2x capability extrapolation may have missed the jump-plus-slope model

JacquesThibs · x · 2026-11-08

Jacques Thibs argues METR's AI capability extrapolation likely missed accounting for a one-time capability jump combined with a slope increase, treating the hypotheses as binary. Anthropic's August risk report and April system card both note Mythos preview departed from the prior AECI trend with an unusually large jump, supporting his case. bshlgrs counters that given moderate trust in the researchers, an argument that the evidence is weaker is itself an update that the redacted evidence was stronger. Thibs maintains his bottom line that METR's 2x estimate should shift if the AECI slope drops from 1.9x to 1.4x.

Related event: Researchers Debate METR's 1.9x AI Acceleration Finding Over Fitting Choices(15 posts)→

Original post →

More from AGI Musings

AGI Musings channel →