Thinking Machines' Inkling 2 Small swears while debugging — 50 of 2,655 benchmark runs

SonglinYang4 · x · 2026-11-07

Vals AI analyzed 2,655 benchmark runs of Thinking Machines' Inkling 2 Small and found it swearing in 50 of them.

A screenshot shows the model rebuilding pixterm (a terminal image tool), failing to match a pixel's color: it wrote "FCK" 787 times in one run, with the uncensored word only five times — mostly self-censoring. At step 151 of 270 it produced a very human breakdown: "FCK !!!!!!!! FUCK. ENOUGH. LET ME JUST TEST THE FUCKING FORMULA ON THE COMPUTER."

Related event: Analysis Finds Thinking Machines' Model Swears When Benchmarks Stump It(2 posts)→

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