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Justin Bartak for Orbyt Labs

Posted on Originally published at orbytlabs.ai AI-assisted

I swapped the model under my product twice in a month and no customer noticed

A US export directive erased the frontier model under Orbyt overnight for 19 days, and shipping never stopped.

  • On the leading intelligence index the top closed models sit at roughly 60 and 59, while Kimi K3, an open-weight model, scored 57 at about 30% of the frontier's list price.
  • The model under Orbyt was replaced twice in one stretch, once by choice and once by government order. What could have ended the product turned out to be a line in a procurement log.
  • The 2023 sneer was right about thin wrappers, a prompt and a UI, and they died on schedule. It was wrong about the category, and the gap comes down to four layers that never ship with an API key.

Read the full article: The Wrapper Won.

This summary was written with AI assistance (Claude) from the full article at https://www.orbytlabs.ai/blog/ai-wrapper-won.

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alexshev profile image
Alex Shev •

Swapping models invisibly is a product win only when the behavioral contract is measured, not assumed. Versioned evaluations, latency and cost guardrails, and a rollback path make it possible to change the provider without turning customers into the test suite.