finite-context

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drwjkirkpatrick-web / ca-finite-context-barrier

Proof 3: What transformers cannot simulate — a finite-context barrier for cellular automata. 3/3 theorems empirically verified.

deep-learning cellular-automata machine-learning-theory computational-complexity transformer-architecture mathematical-proof finite-context

Updated Jun 10, 2026
Python

kadubon / search-stability-lab

Sponsor

Star

Theory-to-experiment lab for search stability in long-running agents under finite context, with exact simulator tests and lightweight mechanistic probe tasks.

simulator ai reproducible-research ai-agents structured-output state-compression llm-agents agent-evaluation long-running-agents search-stability finite-context bounded-memory long-horizon-reasoning hypothesis-management reset-policy mechanistic-probes scientific-audit

Updated Mar 12, 2026
Python

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