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framework:the-unified-cognitive-consciousness-theory-for-language-modelsThe Unified Cognitive Consciousness Theory for Language Models
Framework addressing consciousness in language models via semantics, activation thresholds, and emergent reasoning; directly relevant to machine consciousness emergence.
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Thinkers (1)
thinker
- Edward Y. Changauthored
Concepts (1)
concept
- Central research question driving the literature search; frames the exploration of whether machine consciousness emerges from inter-agent processes rather than individual systems.
Related by similarity (8)
cosine ≥ 0.65 · no typed edgeEntities in the same semantic neighborhood but without a typed relation to this one — candidates for new edges or unrecognized duplicates.
- Component of MCH stating consciousness is a specific dynamic representation in the human mind characterizable by phenomenology and functionality
- Cube Flipper's model that consciousness is experienced as fields (visual, somatic) with wave-like soliton dynamics and Gabor wavelets.
- Tentative conclusion on the autonomy-consciousness link.
- A theoretical framework explaining why consciousness is associated with brains.
- Theories requiring metacognition or higher-order representations for consciousness; one of the indicator sets in Butlin et al. 2023.
- Systems directly optimized for output can produce it without the prerequisite processes for conscious experience; simplest explanation for LLM consciousness reports is pattern matching
- Emphasizes links between agency and consciousness through sensorimotor contingencies