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Can we actually pause AI? Karan 4D, co‑founder & Head of Behavior at Nuos Research, argues the compute race makes “stop” a fantasy. Instead: build power openly, stitch together decentralized GPUs, and escape brittle, biased guardrails. We dig into the field’s assistant blind spot, reclaiming creative/cognitive search space, and Nuos’s Psyche stack + DRO Optimizer—tech that can train large models across scattered, idle hardware like one giant global lab. Tune in for an urgent blueprint for resilient, open AI.
Can we actually pause AI? Karan 4D, co‑founder & Head of Behavior at Nuos Research, argues the compute race makes “stop” a fantasy. Instead: build power openly, stitch together decentralized GPUs, and escape brittle, biased guardrails. We dig into the field’s assistant blind spot, reclaiming creative/cognitive search space, and Nuos’s Psyche stack + DRO Optimizer—tech that can train large models across scattered, idle hardware like one giant global lab. Tune in for an urgent blueprint for resilient, open AI.