paper:doi-10-1038-nrn2787The free-energy principle: a unified brain theory?
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- cimcWhitepaperin corpus≈ 67%
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Spontaneous mark-directed behavior in the mirror-mark task emerges from a single internal mechanism—the self-prior—combined with expected free energy minimization, without any external reward signal.
- Large Language Models Report Subjective Experience Under Self-Referential Processing
Sustained self-referential processing — induced via a minimal prompt directing models to "focus on focus itself" — reliably elicits structured first-person reports of subjective experience across GPT-
- Consciousness in Artificial Intelligence: Insights from the Science of Consciousness
No current AI system is a strong candidate for phenomenal consciousness, yet there are no obvious technical barriers to building one — this is the central finding of Butlin et al. (2023), a systematic
- Self-Improvising Memory: A Perspective on Memories as Agential, Dynamically Reinterpreting Cognitive Glue
Memory's function is not fidelity but salience preservation through active reinterpretation—a claim Levin defends by unifying phenomena from caterpillar-to-butterfly metamorphosis (where training-indu
- A tale of two densities: active inference is enactive inference
Ramstead, Kirchhoff, and Friston argue that generative models in active inference under the free energy principle (FEP) are control systems—not structural representations—and that this distinction has
- Active inference on discrete state-spaces: a synthesis
Active inference on discrete state-spaces, formalized as partially observable Markov decision processes (POMDPs) with likelihood matrix A, transition matrix B, and prior D, unifies perception, plannin
- Cognitive glues are shared models of relative scarcities: the economics of collective intelligence
Levin and Lyons argue that the price system in market economies is not merely a resource-allocation device but the canonical instantiation of what they term a *cognitive glue* — a coordinating afforda
- Life as we know it
Any ergodic random dynamical system possessing a Markov blanket will, almost surely, appear to engage in active inference and maintain autopoietic integrity—making biological self-organization not a r