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JonathanKing
JonathanKing
March 25, 2026

MiniMax open-sourced its Office Skills engine to fix flawed AI-generated documents. It bypasses standard Python tools, directly editing XML for Excel to preserve complex elements and uses Microsofts OpenXML SDK for Word. A self-correcting Execute-Evaluate-Fix loop allows the system to learn from errors, aiming for production-ready Word, Excel, PPT, and PDF outputs.

MiniMax open-sourced its Office Skills engine to fix flawed AI-generated documents. It bypasses standard Python tools, directly editing XML for Excel to preserve complex elements and uses Microsofts OpenXML SDK for Word. A self-correcting Execute-Evaluate-Fix loop allows the system to learn from errors, aiming for production-ready Word, Excel, PPT, and PDF outputs.
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Author DouglasMartínez DouglasMartínez September 22, 2026
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Author RoySmith RoySmith September 22, 2026
Tencent Huan Yuan launched Hy Image 3.5 preview, boosting image quality, layout, and editing by 30%. It supports up to five reference images for 2K output at just 0.15 yuan per successful generation, charging only for final products. Outperforming competitors in blind tests, it is now available via Tencent Cloud API and Tencent apps like Yuanbao, with pilot studies showing a 50% surge in usage and improved production efficiency.
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Author LucasNelson LucasNelson September 22, 2026
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