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Recommendation systems can now systematically debias engagement signals across user, content, and model dimensions using a lightweight, in-model approach, leading to more accurate value models and stable ecosystem dynamics.
Quadrupedal robots can now navigate treacherous terrain with greater safety and precision, thanks to a new proprioception-based system that slashes base position estimation error by nearly 65% and cuts variance almost in half.