Here's your daily roundup of the most relevant AI and ML news for January 10, 2026. Today's digest includes 8 security-focused stories. Click through to read the full articles from our curated sources.
Security & Safety
1. Show HN: A Constitutional Framework for Ethical AI Decision-Making
I've open-sourced a framework that transforms LLMs into constitutional ethics advisors. It's designed to prevent catastrophic decisions like Volkswagen's emissions scandal or Meta's Cambridge Analytica breach.Core idea: "Dogma in constitution, pragmatism in execution"7 Sovereign Principles (non-n...
Source: Hacker News - ML Security | 3 hours ago
2. Scaffold – Add AI features to any site, no API keys or back end
Article URL: https://www.scaffoldtool.com/ Comments URL: https://news.ycombinator.com/item?id=46562237 Points: 1
Comments: 1
Source: Hacker News - ML Security | 3 hours ago
3. 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=46562167 Points: 1
Comments: 0
Source: Hacker News - ML Security | 3 hours ago
4. Show HN: Build your own Atlas/Comet AI-browser (open source)
I forked Chromium and went through the plumbing to embed a ReactJS/NextJS web app in its Side Panel like OpenAI's Atlas browser and Perplexity's Comet browser.The Side Panel has access to the browser's DOM which you can pass as context to LLMs in your web app. Supports hot reloading for faster de...
Source: Hacker News - ML Security | 3 hours ago
5. Google AI generating regular expressions = fail
Prompt: what is the optimum python regular expression to match the words foo, fooxcale, and fooyscaleI meant to say fooxscale, but had a typo. Turned out to be interesting after all.According to their AI:"The optimum Python regular expression to match the words foo, fooxcale, and fooyscale as wh...
Source: Hacker News - ML Security | 4 hours ago
6. The State of Trusted Open Source
Chainguard, the trusted source for open source, has a unique view into how modern organizations actually consume open source software and where they run into risk and operational burdens. Across a growing customer base and an extensive catalog of over 1800 container image projects, 148,000 versio...
Source: The Hacker News (Security) | 1 day ago
7. MIT Non-AI License
Don't we have to ask for permission before feeding someone's years of work into an AI?MIT NON-AI LicenseCopyright (c) 2025-2026 NAMEPermission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Sof...
Source: Hacker News - ML Security | 1 hours ago
8. AI Flatters with Fidelity
Article URL: https://lucent.substack.com/p/ai-flatters-with-fidelity Comments URL: https://news.ycombinator.com/item?id=46562718 Points: 2
Comments: 0
Source: Hacker News - ML Security | 1 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.
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