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Inference reliability has historically been a tax on devs that only large well-funded startups could afford: reserve GPUs in advance, sign a contract, guess your peak throughput requirements. Everyone else has been at the mercy of the market, and deals with the occasional 503s and rate limits. Serverless 2.0 flips that: same production grade reliability you'd get with a dedicated deployment, and you only pay the premium for priority tier when you need it.
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