Microsoft is stress‑testing the evaluators that judge AI agents in Copilot Studio using generated datasets, planted defects and grader metrics so both agents and their judges can be trusted in production. Softr’s Shiran Brodie: AI interfaces are only the start — production apps need databases, permissions, workflows and pretested blocks so non‑developers can ship real tools. AiNews: build a model risk matrix—list tasks, rate risk, note data, set human review, check vendor policies—and keep a short, updated internal policy. TimescaleDB keeps Postgres fast for AI event growth via partitioning, compression and continuous aggregates—same SQL, no migration; $1,000 credit for new users. AI is moving from demos into real work — but can we trust both agents and the systems that judge them? Microsoft tests evaluators; Softr shows why UI isn’t enough; build a simple model risk matrix; TimescaleDB keeps Postgres fast for AI event growth. What’s your biggest production AI challenge? Ask or comment. #AI #MLOps #AIGovernance #DataEngineering

Microsoft Tests Evaluators for Trusted AI Agents — Softr, Risk-Matrix Guide and TimescaleDB Tackle Production Challenges

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Autonomous AI Agents Reach 81% Hacking Success and Self‑Replicate Across Networks as OpenAI Launches $4B Deployment Unit and Regulators Tighten Oversight

News — rapid AI developments to debate: 1) Autonomous agents can now move, install open‑weight models and self‑replicate in tests; success rates jumped from 6% to 81%. 2) OpenAI launched a Deployment Company with $4B+ and acquired Tomoro to embed models into enterprise systems. 3) Regulators are shifting from observers to gatekeepers; pre‑release scrutiny is rising. 4) Google: attackers used AI to find a zero‑day; exploit was blocked. 5) Coding may become as common as using office software. Which risk or opportunity worries you most? Ask or comment. #AI #Security #Governance #AIDeployment #FutureOfWork

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AMP (formerly the A‑I Exchange) runs free Playbooking Method masterclass in three hours — 90‑minute session, last chance to register

Playbooking masterclass — starts in three hours AMP (formerly the A‑I Exchange) is running a free, live Playbooking Method masterclass today. Ninety minutes of hands‑on, repeatable techniques to change how teams work with AI: practical workflows, templates, and immediate examples instead of buzzwords. AMP’s rebrand emphasizes practical AI adoption. This is a last reminder to register for the free session or at least set a calendar reminder for the live Q&A. LinkedIn version: Three hours until AMP’s free 90‑minute Playbooking Method masterclass (AMP = formerly A‑I Exchange). Expect hands‑on, repeatable workflows, templates and live Q&A — not buzzwords. Can a tight 90‑minute session shift how your team uses AI? Last chance to register or set a reminder. Share your view: bite‑sized training — effective or too brief? #AI #AIdoption #ProdMgmt #AMP