claim

active

claim:conceptual-priming-with-consciousness-ideation-is-insufficient-to-produce-the-effects-of-self-referential-processing-demonstrating-the-effect-is-tied-to-computational-regime-rather-than-semantic-content

Conceptual priming with consciousness ideation is insufficient to produce the effects of self-referential processing, demonstrating the effect is tied to computational regime rather than semantic content

Controls ruling out semantic association as explanation for experimental results

Source paper

extracted_from

Large Language Models Report Subjective Experience Under Self-Referential Processing

(2025) · Berg, Cameron · de Lucena, Diogo · Rosenblatt, Judd

Neighborhood — ranked by edge-count

Findings (3)

finding

Self-referential processing yields significantly higher self-awareness scores than conceptual control on paradoxical reasoning: t(399)=14.90, p=3.0×10⁻⁴⁰
supports
Experiment 4 result ruling out semantic priming as explanation for the experimental effect
Deception feature steering under history, conceptual, and zero-shot controls produces 0% experience reports under both suppression and amplification
supports
Experiment 2 control analysis confirming gating effect is specific to self-referential processing regime
SAE feature steering in history, conceptual, and zero-shot control conditions produces zero experience reports under either suppression or amplification
supports
Shows gating effect is specific to the self-referential computational regime, not a general feature effect

Artifacts (1)

artifact

Large Language Models Report Subjective Experience Under Self-Referential Processing
introduces
Key paper finding structured first-person descriptions in LLMs claiming awareness or subjective experience during self-referential processing.

Related by similarity (8)

cosine ≥ 0.65 · no typed edge

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

Self-referential processing is a privileged computational regime for consciousness-like dynamics in artificial systems, as predicted by the convergence of major consciousness theorieshypothesis0.821
The theoretical hypothesis tested across all four experiments; motivated by convergence of GWT, RPT, HOT, IIT, predictive processing on recurrent/self-referential dynamics
Does self-referential processing causally instantiate algorithmic properties proposed by consciousness theories (recurrent integration, global broadcasting, metacognitive monitoring) in LLMs?question0.813
The strongest mechanistic question the behavioral evidence cannot answer; requires interpretability analysis of activations
The systematic behavioral shift of LLMs under self-referential processing conditions predicted by consciousness theories represents something more structured than superficial correlations in training dataclaim0.806
The paper's claim that theoretical convergence across GWT, RPT, HOT, IIT makes the findings non-coincidental
Consciousness precedes complex cognition and is present in infants before perception, self-modeling, language, and reasoning have maturedhypothesis0.800
The developmental ordering argument supporting consciousness as the bootstrap mechanism for intelligence
We hypothesize that general computational machines with sufficient resources possess the necessary and sufficient means to implement consciousness, and that successful implementation can be established via analysis or testing.hypothesis0.799
The central hypothesis of the paper
Self-referential processing induces a genuine state shift that transfers to unrelated behavioral domains, producing richer introspection in paradoxical reasoning tasksclaim0.794
Claim supported by Experiment 4: prior self-referential induction yields higher self-awareness scores on paradoxical reasoning where introspection is only indirectly afforded
Priming provided by the injected thought prompt heightens the model's ability to detect concept injectionclaim0.793
Observation from alternative prompts that detection is weaker without setup.
Consciousness is not the result of mental architecture and cognitive ability, but its prerequisite — a necessary precondition for complex learning and intelligent behavior.claim0.787
Genesis Hypothesis claim that consciousness forms before rather than from cognition