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Speculative Probing: LLM Monitoring at Speculative-Decoding Cost

2 outlets

arXiv:2608.28099v1 Announce Type: new Abstract: Real-time classification during language model inference is valuable for safety filtering, behavioral analysis, and model monitoring, but current approaches force a trade-off between accuracy…

Summary from arXiv cs.AI.

Coverage 2 articles · 2 outlets

  1. arXiv cs.AI
    Speculative Probing: LLM Monitoring at Speculative-Decoding Cost
  2. KDnuggets
    Speed Up LLM Inference with DSpark Speculative Decoding