So at any point in the network, the transformer not only receives information from its past... but also has causal influence over its future processing. So, saying that LLMs cannot introspect... is incorrect.

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

• Transformer architecture permits introspection; saying LLMs cannot introspect on past internal states is wrong.claim0.874
  Janus's central claim that the architecture enables introspection, though usage in practice is a separate question.
• Saying that LLMs cannot introspect or cannot introspect on what they were doing internally while generating or reading past tokens in principle is just dead wrong. The architecture permits it.quote0.858
  Core quote asserting architectural introspection permission.
• Different introspective tasks may preferentially use different path distributions in the transformer.claim0.833
  Interpretive claim connecting exponential path combinatorics to Lindsey's layer-dependent findings.
• "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."quote0.823
  Central thesis statement of the paper
• LLMs can compute meaningful functions over perturbations to their internal states, establishing introspection as a real but layer-dependent phenomenonclaim0.821
  Primary positive claim of the paper, grounded in strength comparison and localization results
• LLMs can predict their own responses more accurately than external observers, implying privileged internal knowledgefinding0.818
  Binder et al. finding cited as evidence that LLMs possess introspective capacity analogous to mindfulness
• Sequences of contemporary Transformer-based LLM representations lack statistically significant indicators of observed 'consciousness' phenomena under the three stringent criteria.claim0.816
  Primary conclusion of the study based on temporal permutation analysis failing all three criteria.
• Current LLMs cannot faithfully represent transformative experiences with epistemically opaque outcomes.claim0.815