Scoped semantic invariance as a foundation for LLM reliability
Read the original at arxiv.org→arXiv:2610.33267v1 Announce Type: new Abstract: LLMs often answer semantically equivalent queries inconsistently, even when the underlying facts are known. We formalize consistency as semantic invariance over...
Original headline: "Scoped Semantic Invariance as a Foundation for LLM Reliability"
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- Oct 27, 04:00 UTC arXiv cs.AI lead source Scoped Semantic Invariance as a Foundation for LLM Reliability