A More Capable Model Still Needs a Better Operating Model
GPT-6 Astra raises the ceiling for agentic work. The practical advantage will go to organisations that redesign the workflow around it—not those that simply swap the model.
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Notes from the useful edge.
Thinking on AI, product, design, and the choices that turn new technology into better experiences.
Enterprise AI Needs Architecture, Not Just Policy
For years, enterprise AI has been framed as a trade-off: protect sensitive data, or monitor powerful systems closely enough to manage risk. That framing is becoming too simple. This week, Anthropic outlined Enterprise Frontier Safeguards, an approach that aims to give organisations both stronger monitoring and tighter data control. The important idea is architectural: activity [ ]
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