The deadline moved. Your risk didn't.
The EU is postponing the AI Act's high-risk obligations by up to 16 months. Why guardrails, traces, and evals still don't belong back in phase 2: the delay pauses neither liability nor GDPR nor MDR.
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Short, practical writing on AI architecture, platform delivery, and the work that turns pilots into production systems.
The EU is postponing the AI Act's high-risk obligations by up to 16 months. Why guardrails, traces, and evals still don't belong back in phase 2: the delay pauses neither liability nor GDPR nor MDR.
Why chatbot output in customer-facing processes can't be treated as a side effect: an OLG Hamm ruling shows that guardrails, source grounding, human-in-the-loop, traces, and evals don't belong in phase 2.
What roughly 40 self-built tools reveal about the real AI adoption gap: the bottleneck isn't the model, it's problem understanding, ownership, governance, measurability, and controlled execution.
Not a role taxonomy, but the concrete work: start from the workflow, decide build vs. buy, draw data boundaries, build the MVP, integrate with the real organization, and ship to production.