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My Agentic Diaries
Issue #3  ·  July 29th, 2026
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The Brief

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.

Headline News
1
enklypesalt.com
Document-borne AI worms can self-propagate through Copilot for Word

Trending on Hacker News (328 points, 251 comments).

2
openai.com
Accelerating scientific discovery with ChatGPT for Academic Researchers

OpenAI 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 experiences

Trending on Hacker News (257 points, 168 comments).

New Today
deepmind.google
We’re launching Lyria 3.5 in Google Flow Music, with advances across musicality, lyrics, vocals, and creative control

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 →
the-decoder.com
Google's Lyria 3.5 music model now lets users edit individual track sections without starting over

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 →
juliahub.com
GPT-5.6 vs. Claude Fable 5 for Physical AI, which performs best?

Trending on Hacker News (85 points, 18 comments).

Read →
usetokenless.com
Launch HN: Tokenless (YC S26) – Automatic model switching to save money

Trending on Hacker News (52 points, 41 comments).

Read →
news.google.com
Grok Voice Think Fast 2.0: The Numbers Behind the #1 Ranking - BASENOR

Grok Voice Think Fast 2.0: The Numbers Behind the #1 Ranking    BASENOR - Tesla Accessories

Read →
Research & Engineering
openai.com
How enabling two settings tripled our scores on the ARC-AGI-3 benchmark

How two API settings improved GPT-5.6 performance on ARC-AGI-3, boosting scores and efficiency by retaining reasoning and enabling compaction.

Read →
openai.com
How GPT-5.6 fuses frontier intelligence with frontier efficiency

GPT-5.6 improves AI efficiency across models, inference, and agentic workflows, helping deliver more useful intelligence per dollar.

Read →
science.org
AI's top startups are barely publishing their research

Trending on Hacker News (121 points, 80 comments).

Read →
arxiv.org
Pass the Baton: Trajectory-Relayed On-Policy Distillation

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 →
arxiv.org
$π\mathbf{R}^2$: Reactive Real-time Flow Policies

Generalist manipulation policies increasingly take the form of action-chunking flow policies built on large pretrained backbones.

Read →
arxiv.org
Desktop-Delta Bench: Do Computer-Use Models Understand Desktop GUI Transitions?

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 →
Project Highlights
github.com
Show HN: Open-source engine running Gemma 4 26B in 2 GB RAM on any M-series Mac

Trending on Hacker News (616 points, 215 comments).

Read →
studio.academa.ai
Show HN: Manim (3Blue1Brown's animation engine) in the browser via WebGPU

Trending on Hacker News (48 points, 32 comments).

Read →

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