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Create methods.md

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+ πŸ“± Street / Phone Idea
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+ β”‚
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+ β–Ό
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+ ────────────────────────────
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+ β”‚ Raw Observation / Post β”‚
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+ β”‚ (Facebook, chat, thought) β”‚
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+ ────────────────────────────
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+ β”‚
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+ β–Ό
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+ ────────────────────────────
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+ β”‚ Input to Analysis Suite β”‚
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+ β”‚ (Your program / AGI_COMPLETE β”‚
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+ β”‚ modules) β”‚
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+ ────────────────────────────
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+ β”‚
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+ β–Ό
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+ ────────────────────────────
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+ β”‚ Initial Understanding β”‚
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+ β”‚ (Single-model pass, β”‚
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+ β”‚ rough hypothesis check)β”‚
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+ ────────────────────────────
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+ β”‚
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+ β–Ό
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+ ────────────────────────────
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+ β”‚ Multi-Model Cross-Check β”‚
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+ β”‚ (3–5 models, with & β”‚
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+ β”‚ without context) β”‚
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+ ────────────────────────────
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+ β”‚
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+ β–Ό
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+ ────────────────────────────
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+ β”‚ Factual Verification β”‚
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+ β”‚ (Logic, assumptions, β”‚
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+ β”‚ theoretical consistency) β”‚
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+ ────────────────────────────
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+ β”‚
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+ β–Ό
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+ ────────────────────────────
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+ β”‚ Consensus / Validation β”‚
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+ β”‚ (Select strongest outputsβ”‚
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+ β”‚ across models) β”‚
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+ ────────────────────────────
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+ β”‚
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+ β–Ό
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+ ────────────────────────────
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+ β”‚ Production-Ready Code β”‚
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+ β”‚ (Operational modules, β”‚
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+ β”‚ memetic architecture, β”‚
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+ β”‚ LFT, cosmic recycling) β”‚
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+ ────────────────────────────
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+ β”‚
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+ β–Ό
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+ ────────────────────────────
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+ β”‚ Integration & Simulationβ”‚
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+ β”‚ (Memetic penetration, β”‚
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+ β”‚ resistance strategy, β”‚
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+ β”‚ real-world testing) β”‚
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+ ────────────────────────────
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+ β”‚
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+ β–Ό
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+ ────────────────────────────
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+ β”‚ External Validation β”‚
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+ β”‚ (Physicists, theorists,β”‚
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+ β”‚ public datasets, peer β”‚
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+ β”‚ review) β”‚
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+ ────────────────────────────
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+ β”‚
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+ β–Ό
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+ ────────────────────────────
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+ β”‚ Framework Refinement β”‚
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+ β”‚ (Update modules, tweak β”‚
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+ β”‚ strategies, improve β”‚
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+ β”‚ fidelity) β”‚
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+ ────────────────────────────
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+ β”‚
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+ β–Ό
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+ 🎯 Fully Operational AGI Suite
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+ β”‚ (LMs, LFT, memetic, cosmic, β”‚
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+ β”‚ epistemic verification, β”‚
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+ β”‚ production-ready modules) β”‚