Talk:Building Calibration Infrastructure for Reasoning and AI (Strategic Plan)

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Calibration Report — Building Calibration Infrastructure for Reasoning and AI (Strategic Plan) — 2026-07-22 (Structural / First Draft)

• **Page:** Building Calibration Infrastructure for Reasoning and AI (Strategic Plan)
• **Summary:** Working strategic plan drafted from the bounded AI/reasoning calibration thesis. Implements Phases 0–4 with explicit exit criteria; prioritizes inventory and one end-to-end worked example before process expansion or frontier claims.
• **Reviewer:** Sovereign
• **Review Type:** Self-Assessment (Structural + plan architecture only)

• • Summary of Design Decisions:**
• Spine = thesis bounds (wiki-scale demonstrated; frontier open)
• Hard gates: Phase 0 inventory; Phase 1 eleven-point worked example
• Anti-placeholder and external-anchor rules stated as standing principles
• Success metrics tied to error detection, time-to-correction, independent confirmation — not narrative adoption
• Maturity Experimental; instrument_grade Development; validation Low

• • Open Items:**
• Transparency template variant (human confirm)
• Publish Phase 0 live-title inventory
• Select and run Phase 1 worked example
• Reconcile overlap with Sovereign Games as AI Reasoning Framework (Strategy)

• • What This Report Does NOT Claim:**
• Loop is standing SOP (blocked on Phase 1)
• Frontier-scale necessity or sufficiency
• Confirmed standing

See the Game. Refuse the Game. Build Better. Sovereign (talk) 01:50, 22 July 2026 (EDT)