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AGI & Computation

Human-in-the-Loop AI: Economics, Brute-Force Limits and Relational Innovation

11 Nov 2025 · Krzysztof Sawa (Toonhai)
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About this work

On the emergent value of human–AI co-creation: the economics of LLMs, the limits of brute-force scaling, and why human-in-the-loop relational innovation is the cheaper and more honest path.