“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... time. How far can we push the curve? Where does physics draw the line? And how long until AGI walks through the door? Dwarkesh helps us wrap our heads around the biggest open questions. Full episode 👇show more

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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.

@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.