Research

A product post tells you what shipped and who can use it. A system card tells you how the lab says it behaves under abuse and where it refuses. A paper or technical report tells you the method, the data, and the comparison. Carbon-A has a blog post, a Hub model, and a technical report. Odyssey-3, so far, is a lab post and a preview. Those are different evidence grades.

We do not treat an internal evaluation as a public leaderboard. OpenAI’s speed and quality figures for GPT-6 are labeled as internal. They can still be the right numbers to quote, with that label attached.

What can a careful person check? What was held out of training? Who measured it, the authors or someone else? What would make the claim false in the next month? If we cannot answer the last one, the item stays short.