Enterprise AI agents keep operating from different versions of reality — Microsoft says Fabric IQ is the fix

In 2026, data engineers working with multi-agent systems are hitting a familiar problem: Agents built on different platforms don’t operate from a shared understanding of the business. The result isn’t model failure — it’s hallucination driven by fragmented context. The problem is that agents built on different platforms, by different teams, do not share a…

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Marquis says over 672,000 people had personal and financial data stolen in ransomware attack

Marquis, a technology company used by hundreds of banks to analyze and visualize their customers’ data, says hundreds of thousands of people had their personal and sensitive financial information stolen in a ransomware attack last year. The Plano, Texas-based fintech company is notifying at least 672,075 people that hackers stole their information during the August…

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