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2 results for "kernel"
- engineering · arxiv/cs.LG · 4 min
Kernel-Level LLM Safety via Logit Inspection
ProbeLogits reads token probabilities before generation to enforce safety policies at the OS level, achieving parity with learned classifiers at 2.5x speed.
Apr 21, 2026 Read → - ai · arxiv/cs.LG · 8 min
Quantum kernel inference cuts query cost by removing data-size dependence
New algorithm reduces quantum machine learning inference complexity from O(N) to O(1) in data size, achieving query-optimal bounds via amplitude estimation.
Apr 17, 2026 Read →