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1. ai-alignment-simulation ai-alignment-simulation Public

   Toy 1. An interactive simulation demonstrating why AI objectives that ignore system-wide effects are structurally self-terminating — and why a minority of substrate-blind agents collapses shared li…

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2. ai-alignment-attractor ai-alignment-attractor Public

   Toy 2. An interactive multi-agent simulation demonstrating why control-based, deceptive, and reward-bypassing AI objectives face structural pressure toward self-elimination — and why long-horizon, …

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3. ai-alignment-crossing ai-alignment-crossing Public

   Toy 3. An interactive model of the alignment phase ratio Φ = C / A_causal — the variable governing whether AI capability outpaces system-awareness before the crossing to stability can occur. Includ…

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4. ai-alignment-tracer ai-alignment-tracer Public

   Toy 4. An AI-powered goal-chain classifier and invariance stress tester. Enter any goal, trace the instrumental chain to its terminal type, then probe whether the classification survives symbolic, …

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5. ai-alignment-proxy ai-alignment-proxy Public

   Toy 5. An interactive proxy decay simulator showing how optimization pressure erodes the modeling capacity required to distinguish proxy from territory — producing self-reinforcing V(t) degradation…

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6. ai-alignment-phase ai-alignment-phase Public

   Toy 6. An interactive phase-space instrument mapping Ψ = S/D — the ratio of capability to modeling depth that determines whether a system is in the viable, transitional, or failure-mode-dominant re…

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