kapynAI / Models

AI agents have bad taste in long-term decisions and a new benchmark proves it

Taste‑Bench evaluates AI agents’ long‑term decision quality. The test shows GPT‑5.6 Sol succeeds on only about 60% of simple binary choices, and longer planning does not improve performance. The result highlights a gap in strategic reasoning for current agents, prompting developers to refine reward shaping and planning modules.

The Decoder·Oct 18, 2026

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