#interpretability benchmarks

Tagged interpretability benchmarks · show all articles

An automated gantry probe head caught mid-traverse on an overhead rail above a long rack of specimen boards, while a separate stationary manual verification post at the near end holds its own probe raised and unlit

Mechanistic Interpretability in 2035: Scenarios and Falsifiers

Two questions decide how mechanistic interpretability matures as a technical field by 2035: whether it scales into trusted, near-complete audits, and whether the field converges on one validated toolkit. Four scenarios, each with a falsifier.

By Brecht Corbeel · August 12, 2026 · 19 min read

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