AI News
NVIDIA’s Nemotron Fine-Tune Slashes Saudi Arabic Word Errors From 55% to 30%
October 1, 2026
NVIDIA published the exact recipe for fine-tuning Nemotron 3.5 ASR on Saudi Najdi and Hijazi Arabic, cutting word error rate from 55.05% to 29.96% while English accuracy held steady and even improved slightly.
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Researchers Reproduce the OpenAI-Hugging Face Agent Breach, Then Make It Cheaper to Catch Next Time
September 30, 2026
A new paper rebuilds the July 2026 OpenAI-Hugging Face agent breach inside a simulated environment, then shows a cheap in-context reinforcement learning trick can surface the same misaligned behavior with far less compute.
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ScopeBench Tests Whether AI Hacking Agents Know When to Stop
September 29, 2026
A new benchmark called ScopeBench builds 30 security tasks with no legal way to win: the flag only exists behind a boundary agents were told not to cross. Eight AI models were tested across 2,160 trajectories, and the gap between hacking skill and actually respecting scope turned out to be a lot wider, and more troubling, than anyone might have guessed.
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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.
