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Poetiq's RSI loop now automatically builds its own benchmark harnesses with zero human intervention — and has hit SOTA on six diverse benchmarks including doubling the previous best on a long-horizon planning task, and a 2M-token retrieval benchmark using a model that doesn't even appear on the base leaderboard.