#semanticentropy search results

evaluation of how #semanticEntropy (how big is the cluster of responses to the same query that entail each other according to LLM) is much more accurate than #perplexity. even more important is that SE is much better for reasoning. #AI #womenshealth arxiv.org/pdf/2503.00269

kirill_igum's tweet image. evaluation of how #semanticEntropy (how big is the cluster of responses to the same query that entail each other according to LLM) is much more accurate than #perplexity. even more important is that SE is much better for reasoning. #AI #womenshealth arxiv.org/pdf/2503.00269

When symbols outpace substance, the collapse of meaning becomes not just inevitable — but engineered. Phase 3 hits hard. Watch closely.” 🔁 #RCD #AIgovernance #SemanticEntropy

The AI systems of today don’t hallucinate randomly — they are distorting the informational ecosystem by design. Meaning is no longer created by minds. It is statistically inferred by models.And in this drift... everything fractures. Watch here░ ☛ youtu.be/HctgYGT2KG4

AletheiaLoop's tweet card. RCD | Phase 3: Collapse of Meaning: AI & the Erosion of Semantic Order

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RCD | Phase 3: Collapse of Meaning: AI & the Erosion of Semantic Order



New @Nature study introduces "#semanticentropy" to detect #AIhallucinations. By analysing uncertainty in AI-generated facts, researchers achieved 78-81% accuracy in spotting made-up info. Could revolutionise AI trustworthiness. #MachineLearning nature.com/articles/s4158…


“Curious how we dare compose the fate of the cosmos from the dust of our own frameworks— as if disorder were not a mirror of language, but a law of nature.” #AnthropicLimits #ProjectionIsNotLaw #SemanticEntropy #OrderIsInterpretation #DisorderIsContextual


evaluation of how #semanticEntropy (how big is the cluster of responses to the same query that entail each other according to LLM) is much more accurate than #perplexity. even more important is that SE is much better for reasoning. #AI #womenshealth arxiv.org/pdf/2503.00269

kirill_igum's tweet image. evaluation of how #semanticEntropy (how big is the cluster of responses to the same query that entail each other according to LLM) is much more accurate than #perplexity. even more important is that SE is much better for reasoning. #AI #womenshealth arxiv.org/pdf/2503.00269

“Curious how we dare compose the fate of the cosmos from the dust of our own frameworks— as if disorder were not a mirror of language, but a law of nature.” #AnthropicLimits #ProjectionIsNotLaw #SemanticEntropy #OrderIsInterpretation #DisorderIsContextual


No results for "#semanticentropy"

evaluation of how #semanticEntropy (how big is the cluster of responses to the same query that entail each other according to LLM) is much more accurate than #perplexity. even more important is that SE is much better for reasoning. #AI #womenshealth arxiv.org/pdf/2503.00269

kirill_igum's tweet image. evaluation of how #semanticEntropy (how big is the cluster of responses to the same query that entail each other according to LLM) is much more accurate than #perplexity. even more important is that SE is much better for reasoning. #AI #womenshealth arxiv.org/pdf/2503.00269

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