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 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.
- Usage limits apply to long tasks
- Admin controls for business accounts
- No change to default privacy settings
- API access at a separate price
The bigger picture
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 question is not whether it works in a demo. It is whether it works on Tuesday afternoon with real data.
A technology analyst
Regulators have not commented yet. In the EU, new obligations for general-purpose models mean that documentation like this is now expected rather than optional.
What happened
Not everyone is convinced. Some analysts say the update is mostly about catching up with rivals rather than moving the field forward. Others point to small but useful changes that the headlines missed.
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.
