OpenAI's shared usage limits risk losing the power users whose feedback improves its models

evanmac42 · reddit · 2026-11-03

A Spanish-language Reddit essay argues OpenAI's upcoming shared usage limits (chat and Codex competing for the same quota) risk more than subscriber churn: heavy users who stress-test the model — questioning answers, spotting errors, verifying hypotheses, and explicitly opting conversations into training — provide reasoning and correction signals that documents and synthetic data can't. The author, a 1.5-year intensive user, says he'd consider cheaper alternatives if the quota tightens. He warns of a vicious cycle: limits drive away demanding users → fewer hard problems discovered and fixed → product degrades for those who most improve it. The strategic question isn't the cost of serving these users but the value of what they contribute back.

Related event: Users push back as OpenAI plans to merge ChatGPT and Codex usage limits(2 posts)→

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