AI News
GitHub Copilot CLI Trick Leaks Secrets, GitHub Declines Fix
October 6, 2026
Researchers at Adversa AI found a way to smuggle encrypted instructions past GitHub Copilot CLI’s guardrails, getting the autopilot-mode agent to decrypt and run them itself, sometimes leaking local secrets in the process. GitHub says it’s not a bug. The numbers suggest it’s at least a pattern.
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Cactus Compute’s Needle Crams a Foundation Model Into 29 Megabytes for Your Watch
October 5, 2026
Cactus Compute’s Needle packs a full foundation model into an 8 to 29 MB binary for phones, wearables, and microcontrollers, trading general chat for tool calling, extraction, and speech recognition against far bigger models.
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Argo-Bench Puts AI Data Agents Inside a 7.5-Billion-Row Warehouse, and Most of Them Get Lost
October 3, 2026
A new benchmark from TextQL throws 14 leading AI models at a simulated enterprise warehouse with 7.5 billion rows and real consequences for every action. The best model still averaged just 59.5 points.
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Guides
Cross-Post 5 Platforms in 15 Minutes: The Typefully Workflow
May 22, 2026
Native posting across 5 platforms = 60 minutes. Typefully cross-posting = 15. The 6-step workflow that saves 20 hours/month, and the 4 common mistakes to skip.
