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News Digest January 11, 2026 8 min read

AI News Digest: January 11, 2026

Daily roundup of AI and ML news - 8 curated stories on security, research, and industry developments.

Here's your daily roundup of the most relevant AI and ML news for January 11, 2026. Today's digest includes 6 security-focused stories. Click through to read the full articles from our curated sources.

Security & Safety

1. What the AI Wizard taught us about LLM code generation at scale

Article URL: https://posthog.com/blog/correct-llm-code-generation Comments URL: https://news.ycombinator.com/item?id=46571941 Points: 1

Comments: 0

Source: Hacker News - ML Security | 4 hours ago

2. A multimodal sleep foundation model for disease prediction

Article URL: https://www.nature.com/articles/s41591-025-04133-4 Comments URL: https://news.ycombinator.com/item?id=46572986 Points: 1

Comments: 0

Source: Hacker News - ML Security | just now

3. Show HN: GlyphLang – An AI-first programming language

While working on a proof of concept project, I kept hitting Claude's token limit 30-60 minutes into their 5-hour sessions. The accumulating context from the codebase was eating through tokens fast. So I built a language designed to be generated by AI rather than written by humans.GlyphLangGlyphLa...

Source: Hacker News - ML Security | 6 hours ago

4. Nvidia Announces Alpamayo Open-Source AI Models to Accelerate Reasoning-Based AV

Article URL: https://nvidianews.nvidia.com/news/alpamayo-autonomous-vehicle-development Comments URL: https://news.ycombinator.com/item?id=46572446 Points: 2

Comments: 0

Source: Hacker News - ML Security | 2 hours ago

5. Ask HN: If AI wins, don't AI companies lose?

Let's play it out in the case of software engineers.100 SWEs all running Claude Code. Okay, company is 10x more productive than before.Now, company cuts 90% of SWEs because AI makes 10 engineers as productive as 100 engineers.Yay, company saves 90% of engineering costs.But now, 10 engineers run C...

Source: Hacker News - ML Security | 6 hours ago

6. AI Won't Kill Open Source – It Will Amplify It

Article URL: https://petabridge.com/blog/ai-wont-kill-open-source/ Comments URL: https://news.ycombinator.com/item?id=46571441 Points: 3

Comments: 0

Source: Hacker News - ML Security | 5 hours ago

Tech & Development

7. Show HN: Cortex – Android Notification manager with on-device LLM

Article URL: https://play.google.com/store/apps/details?id=xyz.moyelauncher.cortex&hl=en_US Comments URL: https://news.ycombinator.com/item?id=46572865 Points: 1

Comments: 0

Source: Hacker News - AI | just now

8. Disaggregated machine learning via in-physics computing at radio frequency

Article URL: https://www.science.org/doi/10.1126/sciadv.adz0817 Comments URL: https://news.ycombinator.com/item?id=46571126 Points: 2

Comments: 0

Source: Hacker News - AI | 6 hours ago

About This Digest

This digest is automatically curated from leading AI and tech news sources, filtered for relevance to AI security and the ML ecosystem. Stories are scored and ranked based on their relevance to model security, supply chain safety, and the broader AI landscape.

Want to see how your favorite models score on security? Check our model dashboard for trust scores on the top 500 HuggingFace models.

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