Attentional state posterior = prior + ascending evidence + precision-weighted perceptual evidence (Eq. 1).

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

• Attentional Stateconcept0.760
  Higher-order generative model variables modulating perceptual precision; subject to policy selection (deliberate shifts of attention).
• Directing response attention to complement syntax and/or mental state verbs (MSV) yields no significant alterations in IIT estimates compared to entire stimulus analysis.finding0.752
  Suggests LLMs do not represent complement/MSV linguistic features in the same way as they are crucial for human ToM development.
• The results of abductive reasoning (reduced model priors) can be communicated to other agents as prior beliefs, provided all agents share the same model lexicon or hypothesis space.claim0.751
  Explanation of how knowledge (not just parameters) is shared between agents; links to pre-Cartesian consciousness
• Visual reasoning, often interleaved with intermediate visual states, has emerged as a promising direction in the field.claim0.751
  Author's interpretive assertion on the direction of the field.
• Any system that persists must minimise surprisal, thereby gathering evidence for its own generative model, a process known as self-evidencing.claim0.748
  Foundational claim of the paper, defining self-evidencing.
• Mind-wandering emerges as a precision inference gap: true attentional state ≠ believed attentional state; increased meta-awareness reduces gap duration.finding0.748
  Key simulation result; bridges phenomenology (meditation experience) and formal dynamics (precision mismatch).
• Higher-density priors (B10) are more robust to fine-tuning than lower-density ones (B9).claim0.741
  Interpretation of cross-base transfer asymmetry.
• Prior experimental paradigms may overestimate introspective capabilities by conflating genuine self-awareness with uniform output distribution shiftsclaim0.741
  Critical methodological claim directed at Lindsey 2026 and similar work using binary detection