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AI Agents · Tokens profitable, agents scale infinitely — new economic paradigm where productivity decouples from human labor
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Tokens profitable, agents scale infinitely — new economic paradigm where productivity decouples from human labor
Nvidia and model makers confirm tokens and agents are now profitable, creating a self-financing loop: token revenue funds more compute, producing more agents. With 1B human users spawning b…
FPGAs emerge as the critical compute platform for diverse, power-constrained edge inference in physical AI
Physical AI devices (robots, edge sensors) require diverse neural nets under strict thermodynamic limits; FPGAs act as shape-shifting ASICs that optimize circuit-level for any workload, sol…
Entire $100T economy compresses into an API delivered via physical AI — humanoid robots as the monetization layer
The economy is humans processing information and taking basic actions; agents now do the processing, and giving them physical bodies (humanoid robots) automates the action layer. Elon Musk'…
Compute capacity becomes direct revenue and profit — model makers race to produce tokens financed by token cash flows
Jensen Huang's statement 'compute capacity is revenue and profits' is now validated: model makers like Anthropic generate cash from profitable tokens and immediately reinvest in more comput…