The big headlines on this release are efficiency, with OpenAI reporting that GPT-5.4 uses far fewer tokens (47% fewer on some tasks) than its predecessors).
All the nation-state hackers are vibe coding. Vibeware won't win any coding awards. It's not pretty. It doesn't target any zero-day vulnerabilities or known flaws ...
For agents, the value is clearer still: structured JSON output, reusable commands and built-in skills that let models interact with Workspace data and actions without a custom integration layer.
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