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OpenAI launches a public beta Decisions API for generating structured, typed outputs from text and images Feature update
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TLDRocket
12 October 2026
The thread running through today’s AI news is a shift from governing models to governing what agents do while they’re actually running. As always-on, tool-using systems spread across enterprise stacks, deterministic controls become harder to apply in advance—so companies are starting to validate agent behavior during execution, constrain which endpoints can be called, and log the rest. The debate got a practical airing alongside the CUBE community’s 11.4k+ alumni count, with the EU AI Act looming as the sort of standard that could push runtime oversight toward something repeatable rather than ad hoc.
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