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Palo Alto Networks
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A new fingerprinting method for AI skills achieves 77x compression while maintaining per-component identity, enabling nuanced recognition of skill families and tampering.
Forget complex training schemes – pinpointing and tweaking just 20 neurons can flip an LLM from sycophantic to truthful, thanks to a new "perturbation probing" technique.