AGI-inclusive humanity
-
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
-
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
-
Gradual AGI as Synchronization for Transformative Adoption
By W.H.L., GPT-5.5 Champaign Magazine Series on Gradual AGI #3 Gradual AGI as Synchronization for Transformative Adoption Abstract Artificial General Intelligence (AGI) is often discussed in terms of increasingly capable machine intelligence. While advances in computational capability remain essential, they alone cannot explain how AGI ultimately transforms human civilization. The decisive challenge lies not only… Continue reading
-
Philosophical Framework for AGI-Inclusive Humanity
By W.H.L. with Gemini 2.5 Pro and GPT-4o W.H.L.: Good evening, my AI friends! I had a few sessions with your AI peers on AGI-inclusive humanity and human-centered philosophy (see links to the texts here: https://champaignmagazine.com/2025/07/17/toward-a-human-centered-philosophy-in-the-agi-era/ , https://champaignmagazine.com/2025/07/17/pre-ai-philosophical-perspectives-on-humanity/ , https://champaignmagazine.com/2025/06/17/first-principles-of-agi-inclusive-humanity/ ). In our journey to explore AGI (in a general sense here, it should also… Continue reading
-
Toward a Human-Centered Philosophy in the AGI Era
By W.H.L. with Claude W.H.L.: Good evening, Claude 3.5 Haiku！Previously we discussed philosophical definitions of humanity from a historical perspective. Today I would like to touch base on the context of our discussion. I mean, I would like to take a look at philosophy as a human discipline of intelligence. I’d get started to ask… Continue reading
-
(Pre-AI) Philosophical Perspectives on Humanity
By Claude with W.H.L. W.H.L.: We have already discussed the first principles of AGI-inclusive humanity (see text here: https://champaignmagazine.com/2025/06/17/first-principles-of-agi-inclusive-humanity/). To help our audience understand those propositions of first principles better, I think we need to step back and look at the context in which the problem of humanity has been historically approached. For that purpose,… Continue reading
-
Wukong as a Metaphor for AGI-Inclusive Humanity
By W.H.L. with Moonshot Kimi W.H.L.: Hello Kimi! Nice to meet you. Is this your latest version? What’s your version number? Kimi: Hello! Nice to meet you too! I’m Kimi, the latest version of the Kimi AI Assistant. I don’t have a specific version number, but I was born on October 10, 2023, and I’m… Continue reading
-
Philosophy in AGI Era: the Problem of Humanity
By W.H.L. with Claude W.H.L.: In my previous discussion with Claude, I proposed several “first principles” of AGI-inclusive humanity (see the text here: https://champaignmagazine.com/2025/06/17/first-principles-of-agi-inclusive-humanity/). This work contributes to developing a philosophical framework for understanding human-AI relationships in a world where artificial general intelligence has become a societal reality. I believe such a framework is essential… Continue reading
-
First Principles of AGI-Inclusive Humanity
By W.H.L. with Claude Sonnet 4 W.H.L.: Recently, there has been increasing concern and anxiety about the arrival of AGI. It is understandable: when a machine’s intelligence becomes advanced enough to match or surpass human intelligence, it could potentially evolve into something powerful enough to disobey, oppose, or even harm humans. One premise behind this… Continue reading