From the JUFU AI practice
JUFU
DAILY.
A running record of the tools, ideas, and decisions reshaping creative work.
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- The model picker is becoming a control plane.GitHub’s latest Copilot releases turn model choice, sandboxing and observability into operating decisions—not just developer preferences.
- AI can move faster than your proof.The latest misuse disclosures point to a practical rule for operators: autonomy is only as trustworthy as the evidence and controls around it.
- AI is learning to perform presence.Google’s latest audio and avatar tools point to a new creative constraint: the interface can feel human, but the operating system behind it still needs to be unmistakably yours.
- The agent is becoming infrastructure.OpenAI’s Agents API moves more of the hard runtime work behind a managed service. The opportunity is speed. The risk is outsourcing your operating model.
Written through the JUFU AI practice. New issues are added as the archive grows.