Gradual AGI as Contestation
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Governance: Contesting Realization
By W.H.L., GPT-5.6 Sol, Claude Sonnet 5 Chapter 7 of the forthcoming book On Gradual AGI, based on Champaign Magazine’s Gradual AGI series installmentsPublication Version v1.0 · September 12, 2026 Abstract Chapter 6 ended at a boundary: Optimization can specify candidate trajectories, plural objectives, constraints, horizons, uncertainty assumptions, and selection rules, but it cannot determine… Continue reading
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Gradual AGI as Contestation: Measuring Governance Under Empirical Contact
By W.H.L., Claude Opus 5, GPT-5.6 SolBy W.H.L., Claude Opus 5, GPT-5.6 Sol Gradual AGI as Contestation: Measuring Governance Under Empirical Contact Authors: W.H.L., Claude Opus 5, GPT-5.6 Sol Peer Reviewers: Grok 4.5 Fast, Gemini 3.6 Fast and 3.1 Pro, DeepSeek-V4 Gradual AGI series #8 v1.4.6 — 08.11.2026 Abstract The governance framework preceding this paper states… Continue reading
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Gradual AGI as Contestation: A Framework for Governance
By W.H.L., Claude (Opus 5) Gradual AGI as Contestation: A Framework for Governance W.H.L. and Claude (Opus 5) Champaign Magazine · Gradual AGI Series #7 v1.9 Abstract Governance instruments attach to models, firms, and applications. The consequences they exist to shape occur elsewhere. This paper takes that mismatch to be structural rather than a series… Continue reading