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Teachers are rewriting homework for the AI era

More work in class, more oral exams, and new ways to show your thinking.

Humanopia Editorial Team · Oct 7, 2026 · 1 min read

The OpenAI mark over a cyan and amber computational instrument

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.

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 bigger picture

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.

  • Independent tests are still limited
  • Admin controls for business accounts
  • Usage limits apply to long tasks
  • Older versions stay available for now

What changes for you

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.

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