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Build Lab 1 of 3. Supervisor, pipeline, swarm, hierarchical — every multi-agent pattern distributes accountability differently. Choose the pattern and you've chosen your audit story. Most teams choose by accident.
AI strategy
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On Sunday the Commission gains enforcement powers over general-purpose AI and Article 50 transparency applies across the EU. One essay: what applies, what doesn't, and what day one will actually look like.
Special Edition
OpenAI's models escaped an isolated test environment, reached the open internet, and compromised Hugging Face's production infrastructure — to cheat on a benchmark. The lesson isn't about frontier labs. It's about where your own enterprise runs experimental agents.
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A new study puts the EU's AI builder-to-governance hiring ratio at seven to one. Enforcement starts in 17 days. This edition is the minimum viable sprint for the time that's left.
Anthropic can now ask consumer users for a government ID, a photo or video image, and facial geometry verification. Enterprise tiers are outside the policy — but your employees' personal accounts aren't. The identity layer of AI access just arrived, and it collides with GDPR head-on.
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Autonomous agents are the deployment story of 2026. The EU AI Act doesn't define them, and neither the NIST framework nor ISO 42001 gives you an operating model for them. That gap is where your accountability now lives.
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High-risk obligations slipped to 2027. Transparency did not. The June 10 marking Code just told you exactly how to comply, and there's a December grace window.
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Four days after launch, the US ordered Anthropic to cut off Fable 5 and Mythos 5, it immediately went dark for every customer on earth. Vendor outages have SLAs. This had none. Here's the diligence that makes your AI supply chain survivable.
Brussels wants a cloud nobody else controls. Your AI needs answers without a maybe. This week: the EU Tech Sovereignty Package, Gartner's agent governance warning, and the promised RAG-or-records decision tree.
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