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Black-box optimizers routinely discard the situational context of their failures, but framing past search trajectories as structured episodic memory allows algorithms to dynamically adapt their operators using negative evidence rather than just chasing historical winners.
Achieving a median point-to-mesh distance of just 2.13 mm, the DARP dataset sets a new standard for geometric consistency in multi-view robotic perception.
Gated Activation Steering enables a 4-billion-parameter model to withstand user pressure with a robustness comparable to models over 100 billion parameters, without sacrificing response quality.