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Microsoft’s Four IQs: How Foundry IQ, Fabric IQ, Work IQ, and Web IQ Ground Enterprise Agents
This article breaks down Microsoft IQ, the context layer that grounds AI agents in four kinds of enterprise knowledge: unstructured documents, structured business data, human work signals from Microso...
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xhigh vs high: One Effort Level Crushed the Agent Testing Tool by 61 Points
Ninety independent coding-agent runs, one specification, one rubric. The variable that moved the needle was not the browser-testing tool, not the design-oriented system prompt, and not the harness. It...
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Context is Becoming Infrastructure: From KV Cache to Contradiction-Aware RAG
The next generation of LLM systems will be shaped not only by their models, but by how well they manage context. Imagine a production AI assistant that retrieves the correct policy, caches an older v...
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