LLM APIs are a Synchronization Problem
Read OriginalThe article argues that current LLM provider APIs are a flawed abstraction, framing them as a distributed state synchronization problem. It contrasts the local state of a model (tokens in RAM, KV cache on GPU) with the abstractions of completion APIs, exploring the mismatch between the model's internal working state and the API surface exposed to developers.
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