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theoretical-ai

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PJHkorea / Egregore

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Topological Manifold Control: A multi-paradigm (PyTorch/JAX) geometric morphing engine utilizing differentiable soft-gating, optimized via XLA fused kernels and autograd-isolated non-blocking pipelines.

pytorch autograd differential-geometry jit-compiler manifold-learning loss-functions mathematical-physics hypernetworks geometric-deep-learning pure-functional jax xla information-geometry conditional-computation cognitive-sciences optax stateless-architecture theoretical-ai alignment-system
  • Updated Sep 1, 2026
  • Python

dogus-utoopia / icarus-laboratory

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Laboratory implementations and experimental variants derived from the ICARUS closed-cycle homeostatic architecture. Includes PyTorch laboratory prototypes corresponding to ICARUS v0.4C hypotheses for technical evaluation. No claims of consciousness or final implementation. Laboratory v0.4C (frozen)

dynamical-systems control-systems control-theory cognitive-architecture homeostasis closed-loop computational-theory theoretical-ai intrinsic-regulation laboratory-prototype
  • Updated Jan 3, 2026
  • Python

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