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.
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.
What to watch next
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.
- Rolling out region by region
- API access at a separate price
- No change to default privacy settings
- Usage limits apply to long tasks
What changes for you
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.


