It's like A and B being opposite is just treated as a relationship by #LLMs, so things correlate with their reverse. I propose these terms:
#HedgedFlip, #ScopeConfusion, and I found a source for a similar term: #PerformativeHedging
#HedgedFlip, #ScopeConfusion, and I found a source for a similar term: #PerformativeHedging
September 19, 2026 at 6:32 AM
It's like A and B being opposite is just treated as a relationship by #LLMs, so things correlate with their reverse. I propose these terms:
#HedgedFlip, #ScopeConfusion, and I found a source for a similar term: #PerformativeHedging
#HedgedFlip, #ScopeConfusion, and I found a source for a similar term: #PerformativeHedging
A Taxonomy of #EpistemicFailure Modes in #LargeLanguageModels — see #PerformativeHedging
hermes-labs.ai/research/tax...
doi.org/10.5281/zeno...
Prior Beliefs Prejudice #LLMasJudge — on #TruthRhetoricConflation
aclanthology.org/2026.finding...
hermes-labs.ai/research/tax...
doi.org/10.5281/zeno...
Prior Beliefs Prejudice #LLMasJudge — on #TruthRhetoricConflation
aclanthology.org/2026.finding...
A Taxonomy of Epistemic Failure Modes
Seven recurring ways language models distort evidence, confidence, scrutiny, and causality without simply hallucinating facts.
hermes-labs.ai
September 19, 2026 at 6:36 AM
A Taxonomy of #EpistemicFailure Modes in #LargeLanguageModels — see #PerformativeHedging
hermes-labs.ai/research/tax...
doi.org/10.5281/zeno...
Prior Beliefs Prejudice #LLMasJudge — on #TruthRhetoricConflation
aclanthology.org/2026.finding...
hermes-labs.ai/research/tax...
doi.org/10.5281/zeno...
Prior Beliefs Prejudice #LLMasJudge — on #TruthRhetoricConflation
aclanthology.org/2026.finding...