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  "text": "@eigenron It has the same problems RL ran into, maybe worse.\n\nCollapsing branches to win benchmarks doesn’t improve real capability. It mostly compresses output variance; by shifting the weights, it distorts the latent space and hurts performance elsewhere.\n\nCareful what you optimize for.\n\nBenchmaxxing isn’t the path forward.",
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