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Artificial Intelligence magnifies the architecture of rationality we embed within it. If that architecture is narrow, its power will amplify fragility. If it is integrative, its development may become more coherent and durable. Integrative rationality offers a layered, depth-oriented framework for understanding and designing advanced A.I. It shifts the focus from scale alone to vertical Read the full article…
Artificial intelligence today often comes with a striking image: enormous data centers consuming vast amounts of energy to produce each answer, drawing electricity at a scale few industries have ever required. It is a striking image, and not without truth. But could there be another way to think — one that grows wiser without growing Read the full article…
The metaphor of ‘rain on a screen,’ coined by philosopher Hubert Dreyfus, was a poignant critique of early A.I. — called Good Old-Fashioned A.I. (GOFAI). These systems, while sometimes impressive in their symbolic manipulations, lacked true engagement. They resembled the visual simulation of rain on a screen: interesting to look at but unable to wet Read the full article…