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MLOps & Governance
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EU AI Act Compliance Checklist for Scale-Up CTOs
1+ day, 1+ min ago (416+ words) Most of the EU AI Act coverage focuses on fines and timelines. This post focuses on the decisions that affect your architecture, your data pipelines, and your team's sprint planning right now. The Act uses four tiers: unacceptable, high, limited,…...
Companion AI Policy Tracker — Berkman Klein Center
2+ week, 2+ day ago (1371+ words) United States federal and state legislation regulating AI companions and conversational systems. Companion AI regulation went from a handful of introduced bills to a working body of law in about seventeen months: 16 US states now have an enacted chatbot or…...
An audit that counts rows will always look well reviewed
1+ day, 2+ hour ago (1289+ words) A verifier count on one record reads 15. A single key signed all fifteen verdicts. Nothing is broken. Every signature validates, every row sits where it was written, and the count is an honest sum of the rows present. The only…...
The CAS Succeeded on a Recycled Generation
1+ day, 3+ hour ago (867+ words) The lock-free path failed on reuse, not enqueue. Pointer-only CAS cannot see a recycled node. I treat every successful compare_exchange as a suspect now. The consumer printed a value nobody had pushed. Logs showed a matching pointer value. The compare_exchange call had…...
What EU AI Act Article 12 and ISO 42001 mean for AI agent logs
1+ day, 5+ hour ago (510+ words) Article 12 of the EU AI Act says high-risk AI systems must technically allow automatic recording of events (logs) over the lifetime of the system. It covers high-risk systems only. An internal assistant that searches docs over MCP doesn't become high-risk…...
Technological Sovereignty Requires Choice, Skills, and Support, Panelists Say During OSS EU
1+ day, 5+ hour ago (411+ words) Live Webinar and Q&A: When AI Accelerates Development, Can Your CI Pipeline Keep Up? (Oct 8, 2026) Save Your Seat Susan Chang explains how Elastic transitioned from siloed, ad-hoc AI agent evaluations to a unified, production-grade framework. She discusses balancing LLM-as-a-judge with…...
AI Governance in 2026: The MLOps Infrastructure Nobody Budgets For
1+ day, 8+ hour ago (207+ words) Every team shipping an LLM feature eventually hits the same wall: the model works in the demo, but nobody can answer "who owns this in production, how do we know if it drifts, and what happens when it's wrong." That's…...
The Agent Audit Trail Is Becoming a Standard. Here Is the Shape Everyone Is Converging On.
1+ day, 8+ hour ago (650+ words) Every organisation running autonomous agents is about to be asked the same question: what did the agent actually do, and how do you know? Dashboards answer with claims. Logs answer with self-reports. Regulators, auditors and courts are starting to ask…...
MLOps: models that survive production · 1. Why models fail in production and never in the notebook
1+ day, 9+ hour ago (730+ words) MLOps: models that survive production · Chapter 1 of 12 · AI Engineering · new chapter every Thursday night By the end of this chapter: Name the gap between an experiment and a running system. A machine learning model is the only software artifact where…...
When My House Price Model Hit 100% Accuracy, I Should Have Been Worried
1+ day, 18+ hour ago (538+ words) My first script on the Kaggle House Prices data reported 100% training accuracy. I was pleased for about as long as it took to look at my feature list. The script was meant to predict SalePrice, but I had included SalePrice…...