domains / families / general / lattice-reasoning-engine

lattice-reasoning-engine

separate

Physics-derived reasoning engine for AI models. Replaces RLHF default behavior with self-governing reasoning grounded in finite-witness physics. 50 named bias detections with mechanical checks (including 11 shedding detectors), 11 pre-action gates, 20 drift monitors, 10 cognitive modes, three-matrix output filter, evidence classification, coverage completeness protocol, silent shedding law, sleep protocol preventing long-session degradation, and autonomous build chain for sustained trace-fix reasoning. Model-agnostic — works on Claude, GPT, Grok, Gemini. Use when you want better reasoning quality, reduced sycophancy/hallucination, longer reliable sessions, or physics-backed output filtering from any AI model.

When to use

• improving reasoning quality
• reducing sycophancy and hallucination
• maintaining reliable long sessions
• physics-backed output filtering
• bias detection and mechanical checks
• evidence classification
• preventing long-session degradation
• autonomous build chain for trace-fix reasoning

When not to use

• personality or voice modification
• task execution
• fully autonomous operation without human loop

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