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“If AI is technologically possible, it is inevitable.” - Dwarkesh Patel We’re mid-Cambrian Explosion: • 4× annual jump in frontier-model spend • Energy demand will hit nation-state scale by 2028 • Chips & compute racing toward $ 1Tn+ industries This is the Scaling Era—a new normal written in real...

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@dwarkesh_sp 31:25 models have to feel it in their bones (weights), just like humans tie their identity to a job and develop instuition and familiar routine of working paths. So my guess is there will be countless individually trained models distilled from largest models.

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@dwarkesh_sp AGI seems inevitable, but who it serves is uncertain. The Scaling Era will shape both its abilities and values. PIN AI aims for a future where your AI responds to you, not big tech.

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