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Evaluating Microsoft Copilot at enterprise scale requires test data that captures the full complexity of real organizations, yet real enterprise data contains sensitive information that cannot be used for evaluation under any circumstances. The post From synthetic enterprise data evaluations to real Microsoft Copilot AI confidence appeared first on Microsoft Research.

Host Sowbhagya Suresh shares some of the latest news and cutting-edge research from across Microsoft—from understanding the challenges facing coding agents to uncovering how people use AI at work and improving extended-range weather forecasting. The post Microsoft Research Focus – Edition #97 appeared first on Microsoft Research.

Kazakhstan's AI ecosystem is moving from infrastructure plans to deployment, according to an NVIDIA blog post. Firebird secured a US export license for 45,000 NVIDIA Grace Blackwell GPUs and is building its first phase with Kazakhtelecom at Data Center Valley, targeting a commercial launch in the third quarter of 2027 and up to about 500 megawatts later.

Microsoft Research has introduced Flint-interactive, a language that lets AI agents create interactive data visualizations. Users can click a chart, filter data, highlight related content and explore beyond the view the author originally chose. The post presents the research project and its capabilities but offers little information on availability, integration effort or performance with large datasets.

AT&T is working with OpenAI to make legal knowledge inside the company easier to access, according to an OpenAI customer story. Its LegalEdge team is rethinking how legal requests are taken in and triaged, with the goal of scaling legal judgment across the organization. The post describes the approach at a high level.