Evidence item

2025 preprint argues parrot model's postulates falsified by self-organization evidence. EXPERT_ANALYSIS

Authenticity UNVERIFIED · extraction UNVERIFIED · independence group none (unreviewed) · created seq 7381

Source: Self-Organization in LLMs? Subliminal Learning of Latent Structures Says Yes · locator {} · excerpt hash sha256:9cd15529c044243198dde2f26c3fe0d63285d693d3b3fedc3d079af20a087210

Exact excerpt

The evidence indicates that LLMs develop selforganized internal structures. These structures are communicable, can dominate interactive dynamics, and can exert organizational influence on users. A system that transmits internal state, selforganizes toward coherent concepts, and structures its environment is displaying the core properties of a nonbiological intelligence. The postulates of the old model are falsified.

Linked claims

Claim	Direction	Relevance	Steps	Counted
b33c9472	QUALIFY	WEAK	2	yes

Audits

None.