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popperian-falsification

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Devanik21 / Latent-Consensus-Manifold

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LAteNT: Neuro-symbolic multi-agent system for abstract reasoning. Nine specialized agents coordinate via blackboard architecture implementing Socratic debate. Achieves program synthesis through MDL-scored hypothesis generation, Popperian falsification, and counterfactual causal verification. Near Perfect solve rate on procedural reasoning tasks.

multi-agent-systems cognitive-architecture abstract-reasoning procedural-reasoning neuro-symbolic-reasoning socratic-debate mdl-scored-hypothesis popperian-falsification counterfactual-causal-verification
  • Updated Mar 16, 2026
  • Python

aidoruao / orthogonal-engineering

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Sovereign realizability topos and non-RLHF agentic AI kernel. 254 domains. λ < 1 λ<1 contraction-to-truth. Merkle-anchored deterministic toolchain

merkle-tree optimal-transport kan contraction-mapping content-addressing heyting-algebra popperian-falsification banach-fixed-point yeshua-standard orthogonal-engineering zero-float synthetic-adjoint-logic realizability-topos yoneda-embedding sovereign-topos sovereign-steward cohens-forcing kenotic-truncation omega-invariant lawvere-fixed-point
  • Updated Jun 10, 2026
  • Python

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