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Artificial Intelligence

LLM wrappers: when they are a business and when they are not

The LLM wrappers that survived the 2022 to 2024 startup wave own something their underlying model cannot supply: proprietary data, network effects, or a workflow users already live inside. Everything else was a thin prompt layer over an API, and structurally bad margins killed it as inference costs rose with usage.