LLM tangential speech or derailment formally resembles clinical formal thought disorder in schizophrenia.

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Mechanistic interpretability & model evaluation
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Spans attention head decomposition, benchmark awareness, and genomic pathogenicity prediction via neural models.
Autoregressive models and context window limitations
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Theoretical and empirical analysis of why AR language models cannot maintain coherence or convergence beyond their context window through local interactions alone.
Autoregressive LLMs & formal thought disorder
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Statistical physics arguments link LLMs' inability to maintain long-range coherence to schizophrenic derailment.

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AI Phenomenology / First-Person Reports
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Source docs (1)

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2026-05-14_phil-trans-A-goodfire-aboutblank-impact.md
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Related by similarity (8)

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Entities in the same semantic neighborhood but without a typed relation to this one — candidates for new edges or unrecognized duplicates.

LLM tangential speech (derailment, formal thought disorder parallel) will be empirically demonstrated to trace to Peierls-Landau topological constraint on 1D local systems within 12 months.prediction0.859
The inability for autoregressive large language models to maintain states of long-range order resembles tangential speech or derailment in formal thought disorder.claim0.836
Analogy between LLM incoherence and schizophrenia symptoms
LLMs can compute meaningful functions over perturbations to their internal states, establishing introspection as a real but layer-dependent phenomenonclaim0.761
Primary positive claim of the paper, grounded in strength comparison and localization results
Can instruction-tuned LLMs perform quantitative introspection of emotive states in conversation?question0.758
Central research question motivating the entire paper
"Our findings demonstrate that LLMs can compute meaningful functions over perturbations to their internal states, establishing introspection as a real but layer-dependent phenomenon that merits further investigation."quote0.757
Central thesis statement of the paper
The systematic behavioral shift of LLMs under self-referential processing conditions predicted by consciousness theories represents something more structured than superficial correlations in training dataclaim0.757
The paper's claim that theoretical convergence across GWT, RPT, HOT, IIT makes the findings non-coincidental
Inner monologue / chain-of-thought in LLMsconcept0.754
The hidden reasoning steps generated by recent LLMs before visible output; mentioned in the technology section.
LLM representations exhibit intriguing patterns under spatio-permutational analyses, suggesting a potentially profound yet tentative indication of consciousness.claim0.751
Qualified positive claim from spatio permutation analysis where two cases satisfy all three criteria.