OK, you’ve bought the chips. Time to start managing your tokens.

The AI revolution has officially moved above the chips.

We are witnessing a fundamental reorganization of how compute is consumed, governed, orchestrated, and billed.

AI infrastructure is fragmenting rapidly. Between sovereign initiatives, enterprise AI factories, edge deployments, and emerging distributed compute models, the centralized cloud era of AI is beginning to crack.

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