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By replaying the history of its explorations instead of rerunning them, the method reduces the number of calls required by a Scientific Discovery Agent by up to 162 times.
The start-up claims that an AI system can design an inference chip on its own, with 95% code coverage without a verification engineer. Silicon, on the other hand, remains to be engraved.
A ridge regression per attention head, calibrated over 500 sequences, allows the KV cache of one model to be reused in another: from 2.7 to 25 times faster than a full recalculation.