Unified Gradual AGI Model
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The Unified Gradual AGI Model
By W.H.L., GPT-5.6 Sol, Claude Sonnet 5 Chapter 12 of the forthcoming book On Gradual AGI Publication Candidate v1.04 · September 27, 2026 Abstract Chapter 12 consolidates the Unified Gradual AGI Model as a realization-centered architecture without introducing a new higher-order theory or master equation. At its core is the mapping Rg(t)=μt(P(t), Av(t), Exg(t), Zd(t)),… Continue reading
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Observation, Evidence, and Epistemic Discipline
By W.H.L., GPT-5.6 Sol, Claude Sonnet 5 Chapter 10 of On Gradual AGI Publication Version v1.0 · September 18, 2026 Abstract This chapter establishes the epistemic discipline of the Unified Gradual AGI Model: how observations about an ongoing technological transformation may responsibly become representations, inferences, and claims. Its foundational separation is among Underlying State, Observation,… Continue reading
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From Potential to Realization
By W.H.L., GPT-5.6 Sol, Claude Sonnet 5 The Realization Architecture of Gradual AGI Chapter 4 of the forthcoming book On Gradual AGI, based on Champaign Magazine’s Gradual AGI series installments Publication Version: v1.2. September 9, 2026 Chapter 3 established the methodological architecture of the Unified Gradual AGI Model and described Gradual AGI as an Ongoing, Unfinished… Continue reading
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A Multi-Plateau Framework of the Unified Gradual AGI Model
By W.H.L., GPT-5.6 Sol, Claude Sonnet 5 An Open Architecture for an Ongoing, Unfinished Transformation Chapter 3 of the forthcoming book On Gradual AGI, based on Champaign Magazine’s Gradual AGI series installments Publication Version: v1.0. September 6, 2026 Abstract This chapter develops the Multi-Plateau Framework (MPF) as the methodological-theoretical architecture of the Unified Gradual AGI… Continue reading