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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.
Single-neuron interventions can control language model behaviors without collapsing outputs, but only if they respect a defined coherence budget.