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.
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 details
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
- Older versions stay available for now
- Available first to paid plans
- Independent tests are still limited
What changes for you
Privacy groups asked how the new data will be stored and for how long. The company says customer data is not used for training by default on business plans. Consumer plans have a setting that you should check.
