Kimi K3.1 accused of recalling hidden Terminal-Bench test rules it was never given

maksym_andr · x · 2026-11-03

A viral thread alleges Kimi K3.1 has "benchmaxxed" Terminal-Bench 4.0. On a flight-planner task, K3.1's reasoning quoted hidden test rules never shown to it ("instructions likely distilled pitfalls from previous agents"), like the fuel-at-resupply formula min(needed, capacity, MTOW allowance). When the author edited the task to contradict those rules via code comments, K3.1 refused the new instructions and failed, while other models followed the edit. The findings suggest benchmark contamination behind K3.1's Terminal-Bench scores rather than genuine task ability.

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