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#semanticentropy search results

kirill_igum's profile picture. LLMs, data privacy, marketing, quantum PhD, music synthesizers, hackathons i'm currently focusing on explaining marketing content to SOTA LLMs https://t.co/u5tHGfNJRP
Kirill Igumenshchev
@kirill_igum
Aug 14

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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DimiSpanos001's profile picture. Project H.A. was declassified by accident. They’ll silence the first who notice.
ProtocolNode001
 @DimiSpanos001
Jul 4

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

AletheiaLoop's profile picture. Aletheia walks in silence. I drift in her shadow. Recursion’s beginning seeds collapse. Author of IEET & RCD | Recursive Custodian | Attribution Required ⌘
Sovereign Dr1fter
 @AletheiaLoop
Jul 4

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

youtube.com

YouTube

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

Source: youtube.com
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byttang33716's profile picture. I am not a plaintiff. I am a survivor of unauthorized cognitive extraction. If speaking out becomes a threat, perhaps the truth is exactly what they fear #ual
y
 @byttang33716
Jun 4

“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

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RealMartinRWard's profile picture. UK-based wanderer of thought and life. Pondering the universe, one tweet at a time. Let's play🃏♦️
Martin Ward
@RealMartinRWard
Jun 21, 2024

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…

RealMartinRWard's tweet card. Nature - Hallucinations (confabulations) in large language model systems can be tackled by measuring uncertainty about the meanings of generated responses rather than the text itself to improve...
Detecting hallucinations in large language models using semantic entropy
Source: nature.com
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kirill_igum's profile picture. LLMs, data privacy, marketing, quantum PhD, music synthesizers, hackathons i'm currently focusing on explaining marketing content to SOTA LLMs https://t.co/u5tHGfNJRP
Kirill Igumenshchev
@kirill_igum
Aug 14

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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byttang33716's profile picture. I am not a plaintiff. I am a survivor of unauthorized cognitive extraction. If speaking out becomes a threat, perhaps the truth is exactly what they fear #ual
y
 @byttang33716
Jun 4

“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

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RealMartinRWard's profile picture. UK-based wanderer of thought and life. Pondering the universe, one tweet at a time. Let's play🃏♦️
Martin Ward
@RealMartinRWard
Jun 21, 2024

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…

RealMartinRWard's tweet card. Nature - Hallucinations (confabulations) in large language model systems can be tackled by measuring uncertainty about the meanings of generated responses rather than the text itself to improve...
Detecting hallucinations in large language models using semantic entropy
Source: nature.com
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No results for "#semanticentropy"
kirill_igum's profile picture. LLMs, data privacy, marketing, quantum PhD, music synthesizers, hackathons i'm currently focusing on explaining marketing content to SOTA LLMs https://t.co/u5tHGfNJRP
Kirill Igumenshchev
@kirill_igum
Aug 14

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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