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1. Microsoft Launches Decision-1, a Decision Model That Outputs Calibrated Probabilities, Not Text

   

   Why it matters: Decision-1 outputs no text: a single forward pass returns calibrated probabilities for scoring…

   Flash·Oct 11

2. context-mode Hits GitHub Trending: Tool Output, Sandboxed First

   

   … server that sandboxes tool output before it reaches the context window, reporting a 98% cut in context usage,…

   Flash·Oct 12

3. AI Agent Diagram Skill diagram-design Returns to GitHub Trending, Reaching 48K Stars

   

   …1,700 stars in 24 hours; it outputs one dependency-free HTML+SVG file and supports 44 chart types.

   Flash·Oct 10

4. Qwen-Image-2.1-Turbo: High-Speed Image Generation in 8 Steps

   

   …ozens of steps to eight and outputs up to 2K; it ships under the Qwen Research License rather than Apache 2.0,…

   Flash·Oct 10

5. text-to-cad Hits GitHub Weekly Chart: CAD Skills for Agents

   

   …iles. Why it matters: agent output extends from text and code to STEP engineering files, across 82 releases so…

   Flash·Oct 12

6. PPT Master Hits GitHub Trending: Documents Become Native PowerPoint

   

   …icense. Why it matters: its output is PowerPoint's native object model — shapes, charts and slide masters — no…

   Flash·Oct 12

7. Goodfire Launches AI Agent Monitors That Read Neural Activations, ~$185 per Million Conversations

   

   …, instead of re-reading all outputs. Research backdrop: Goodfire's recent research found leading open models r…

   Flash·Oct 9