Prices did not change, but limits did. Heavy users may hit the new caps sooner, especially when they upload large files or run long tasks in the background.
The practical advice is the same as always: try it on a low-stakes task first, check the output against a source you trust, and keep a human in charge of anything that matters.
The bigger picture
We will update this story as more independent testing is published. If you have used the feature and want to share what you found, write to the editorial team.
- Admin controls for business accounts
- Independent tests are still limited
- No change to default privacy settings
- Older versions stay available for now
Why it matters
Developers get the same capability through the API, with a separate price list. Several startups said they will update their products within days, which is usually how new features reach most people.
The question is not whether it works in a demo. It is whether it works on Tuesday afternoon with real data.
A technology analyst
The announcement came with a short blog post, a technical document and a handful of demos. As usual, the demos show the best case. We read the documentation to see what the product does on an ordinary day.
What critics say
Independent researchers were quick to test the claims. Early results broadly match what the company said, with the usual caveat: benchmarks measure narrow skills, and real work is messier than a test set.
For most readers, the change will be gradual. Paid users get access first, then the feature moves to free plans over the following weeks. Businesses usually wait for admin controls before they switch anything on.
