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Microsoft Research released the open-source Orchard framework for training and evaluating AI agents on Kubernetes, including training data and the Orchard-SWE, Orchard-GUI and Orchard-Claw recipes. According to the company, Orchard-SWE raised the score on SWE-bench Verified from 61.4 % to 73 %.
Simon Willison released the open-source tool smevals for running and grading small evaluation suites across models. An evaluation takes the form of YAML files in a directory, and results can be viewed through a web interface or exported to static HTML.
Google open-sourced Glanceboard, an application by an employee named Raph. The application connects Google Calendar and the weather, uses the Nano Banana model to generate illustrations of children dressed for the forecast, and displays them on a local e-ink display without the cloud.
AI Radar monitors Czech and international sources every day, looking for changes that truly deserve attention.
The result is a quick overview of what has actually changed in the AI world, rather than another stream of articles.
Use the CS/EN switch to read the same Radar in Czech or English. English content is published after its translation has been checked, so new and older items may appear later.
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Agent mode is available to all paying users
Until now, the mode was available only on the highest plan; it is now available on all paid tiers without a waitlist.
The detail page contains a fuller summary, its significance and original sources. Practical impact appears in the detail and the For individuals and For businesses views. An AI Flash item reaches the main selection only after it has been expanded and meets the publication rules.
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Today’s briefing is the same for everyone. Pages For individuals and For businesses can be found in the main navigation — they select only events relevant to the given use case.
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