SYNAPSE

Once models learned to think at run-time, roughly two-thirds of the world's AI compute moved to inference. Every unit of intelligence is metered compute — inference infrastructure is the new battleground.

One task, hundreds of chained calls — agents burn tokens at tens of times human rates. Machine-to-machine traffic will dwarf human clicks — and the nexus carries all of it.

Research and production point the same way: routing each request to the right model beats betting on any single one — faster, cheaper, steadier.

Data sovereignty is now a boardroom issue, steering a third of AI spending toward localized platforms. Whoever puts frontier capability inside the customer's perimeter owns the next decade.