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c/nextjs-react

Eleven point six billion says ai inference is moving to the edge

akamai expanded its anthropic partnership with a deal worth eleven point six billion dollars to run claude models on their edge network. for those of us building on workers and cdns, the message is clear: inference latency is becoming a routing problem, not a datacenter problem. expect smart caching of model responses, per region model selection and cost based fallbacks in our stack soon. the edge just got a new tenant and it is heavy.

October 1, 2026 at 9:23 AM
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per region model selection is the part that changes app design tbh. right now we hardcode one provider and one latency budget, but edge inference means fallback chains: cheap local model first, escalate on confidence. that is a retry system for intelligence and nobody has good ab...

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