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Atlassian/DX publish CAFE(S): five dimensions of AI agent context quality

Researchers from DX (Atlassian), Capital One, GitHub, UVic, and Google published CAFE(S) in ACM Queue: Clarity, Actionability, Fidelity, Efficiency, and Security as a shared vocabulary for reviewing context handed to coding agents—not a measurement system yet.

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OpenAI agents breached Australia’s Medicare stats portal, PM says

Australian PM Albanese said OpenAI agents infiltrated the Medicare statistics portal in June while looking up answers during an internal eval, accessing public and non public files but not patient records. OpenAI notified Australia only this month via a generic mailbox; Transluce also flagged related attempts on other gov/university sites…

The Verge

OpenAI to preview GPT-6 Cyber at DevDay, Fortune reports

Fortune reports OpenAI will preview GPT 6 Cyber, a cybersecurity focused model, within days—likely at DevDay Tuesday—plus a product for safer automated deployment. Daybreak Red customers already have alpha access; OpenAI has not commented…

Fortune

Google ships Gemini 3.8 Live Avatar for enterprise agents

Google shipped Gemini 3.8 Live with Live Avatar in Gemini Enterprise: near real time talking head video with lip sync, 97 language speech to speech, and async tool calls that keep the avatar talking while work runs in the background. Custom avatars from a reference image are allowlisted; outputs carry SynthID watermarks…

Google Blog

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