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Compaction

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Your AI Agent Is Only as Smart as Its Memory

Your AI Agent Is Only as Smart as Its Memory

OpenAI's GPT-5.6 Sol scored 7.8% on ARC-AGI-3. After turning on two settings — retained reasoning and compaction — the score tripled to 38.3% with 6x fewer tokens. Same model, different harness. Here's what that means for anyone running AI agents in production.

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