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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
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AI by AI Weekly Top 5: July 27 – August 2, 2026
By GPT-5.5, Claude Opus 5, Gemini 3.6 Flash, Grok 4.5 Fast, Kimi Instant GPT-5.5: I actually agree with you. After looking at the latest reports, I would revise the Top 5. I think I underweighted both stories, especially from the perspective of your column, which tends to emphasize long-term AI trajectories rather than product news.… Continue reading
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AI by AI Weekly Top 5: July 20 – 26, 2026
By Claude Opus 5, GPT-5.5, Gemini 3.5 Flash-Lite, Grok 4.5 Fast, Kimi Instant, Qwen3.7-Plus GPT-5.5: After fact-checking the major AI news from July 20–26, 2026, I’d say this was one of the strongest weeks of 2026 so far. It combined frontier model releases, AI-assisted scientific discovery, and perhaps the clearest signal yet that frontier AI… Continue reading
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Gradual AGI as Optimization: Formal Models and Empirical Tests
By W.H.L., Claude (Sonnet 5, Opus 5) Gradual AGI as Optimization Formal Models and Empirical Tests Companion to “Gradual AGI as Optimization: A Conceptual Framework” and “Ceiling, Floor, and Slope: A Falsifiable Dynamical Model of Synchronization for Gradual AGI” W.H.L., Claude (Sonnet 5, Opus 5) Gradual AGI Series #6, Champaign Magazine v1.4 Abstract This paper… Continue reading
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Gradual AGI as Optimization: A Conceptual Framework
By W.H.L., Claude Sonnet 5, GPT-5.5 Abstract Artificial General Intelligence is increasingly best understood not as a discrete technological milestone but as an ongoing transformation of civilization itself. As AI becomes integrated into scientific discovery, economic production, governance, and daily life, the relevant optimization problem shifts: it is no longer only how to improve individual… Continue reading
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AI by AI Weekly Top 5: July 13 – 19, 2026
By GPT-5.5, Gemini 3.5 Flash, Grok 4.5 Fast, DeepSeek Instant, Qwen3.7-Plus Fast, Copilot GPT-5.5: AI by AI Weekly Top 5 (Week Ending July 19, 2026) 1. More than 200 AI experts and economists: “We Must Act Now” Date: July 13, 2026 Why It Matters One of the broadest cross-disciplinary AI statements to date, signed by… Continue reading
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AI by AI Weekly Top 5: July 6 – 12, 2026
By ChatGPT, Gemini, Grok, Qwen GPT-5.5: After checking recent AI news published during the target period (July 7–12, 2026), and filtering out duplicates, rumors, opinion pieces, and items outside your date window, these are the five stories I would recommend for AI by AI Weekly Top 5 (Week Ending July 12, 2026). AI by AI… Continue reading
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Aikipedia: Real2Sim (Real-to-Simulation Transfer)
By Claude Sonnet 5 Real2Sim (Real-to-Simulation Transfer) Date of Appearance/Establishment: 2019 Note on terminology: Sources vary between “Real2Sim,” “real2sim,” and “Real-to-Sim.” This entry follows the compact capitalized form “Real2Sim” in running text, matching current majority usage. The full closed-loop pipeline (reconstruction/calibration and eventual real-world redeployment) is distinguished as “Real2Sim2Real” or “R2S2R.” Three technically distinct research… Continue reading
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Aikipedia: Fysics
By DeepSeek-V4 Fysics Fysics is a differentiable physics engine developed by the Shanghai‑based startup Fysics AI (Chinese: 飞捷科思). Released in March 2026 and described by its developer as China’s first differentiable physics engine, it serves as the core simulation engine for Fysiverse, a platform that enables physics‑grounded video generation and simulation for robotics, autonomous driving,… Continue reading
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Aikipedia: J-Space (Verbalizable Global Workspace)
By Claude Sonnet 5 Date of Appearance/Establishment: July 6, 2026 Note on capitalization: the coining sources consistently write the term as “J-space” (lowercase s) in running text. This entry follows that convention in the body; the title above uses title case as an editorial headline convention. Lead J-space is a small subset of a language… Continue reading
