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Document-borne AI worms can self-propagate through Copilot for Word
Leading today: Document-borne AI worms can self-propagate through Copilot for Word. Also in this issue: Accelerating scientific discovery with ChatGPT for Academic Researchers; LearnVector – Andrew Ng's AI company building one‑to‑one learning experiences. 17 stories in total, selected automatically from 74 candidates across the day's feeds.

| 1 | enklypesalt.com Document-borne AI worms can self-propagate through Copilot for WordTrending on Hacker News (328 points, 251 comments). |
| 2 | openai.com Accelerating scientific discovery with ChatGPT for Academic ResearchersOpenAI is giving 100,000 academic researchers free access to ChatGPT's most advanced AI models to accelerate scientific research, collaboration, and discovery. |
| 3 | learnvector.ai LearnVector – Andrew Ng's AI company building one‑to‑one learning experiencesTrending on Hacker News (257 points, 168 comments). |

Our newest music generation model, Lyria 3.5, delivers significant advancements across musicality, lyrics, and vocal quality, empowering you to craft richer tracks. We’r…
Read →Google released Lyria 3.5, its new music generation model, and built it into Google Flow Music. The model generates tracks between 30 seconds and 3 minutes long.
Read →Trending on Hacker News (85 points, 18 comments).
Read →Trending on Hacker News (52 points, 41 comments).
Read →Via Together AI.
Read →Grok Voice Think Fast 2.0: The Numbers Behind the #1 Ranking BASENOR - Tesla Accessories
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How two API settings improved GPT-5.6 performance on ARC-AGI-3, boosting scores and efficiency by retaining reasoning and enabling compaction.
Read →GPT-5.6 improves AI efficiency across models, inference, and agentic workflows, helping deliver more useful intelligence per dollar.
Read →Trending on Hacker News (121 points, 80 comments).
Read →On-policy distillation (OPD) grounds token-level supervision in the student's own trajectory, yet suffers from prefix failure: once the student commits to a wrong reasoning direction, all subsequent generation builds on...
Read →Generalist manipulation policies increasingly take the form of action-chunking flow policies built on large pretrained backbones.
Read →Computer-use agents (CUAs) increasingly act through desktop GUIs to complete long-horizon tasks. Current benchmarks primarily measure end-task success or single-frame grounding.
Read →
Trending on Hacker News (616 points, 215 comments).
Read →Trending on Hacker News (48 points, 32 comments).
Read →The AI industry, condensed into a five minute read. Free, and you can leave whenever.
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