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Tokenomics Layer Cake: Compounding Wins Across Your AI Stack

Agenda / Tokenomics Layer Cake: Compounding Wins Across Your AI Stack
Level: 200

Ambud Sharma, Principal Engineer for Efficiency at Pinterest, makes the case that tokenomics is a ratio question, not a cost-cutting exercise — and that focusing on value-per-token across the full lifecycle is what actually moves the needle. Join him for a real-world walk through driving token economics across every layer of the stack, with one governing principle: make tokens cheap enough that experimentation is never the thing you cut.

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