# Findings: more References

Canonical: https://machines-on-machines.anth.us/reference-lists/findings/untagged/ce168a7e491/

- [Generative Multiagent Systems for Advancing Scientific Research](https://www.youtube.com/watch?v=r_jdvnwOgYI)
- [Stanford CS25: Advancing Science and Medicine with Collaborative AI Agents](https://www.youtube.com/watch?v=jFdH7n6BAl0)
- [How to build an AI scientist: first peer-reviewed paper spills the secrets](https://www.nature.com/articles/d41586-026-00899-w)
- [Machines of Loving Grace](https://darioamodei.com/essay/machines-of-loving-grace)
- [AI Scientist in Practice: Reproducing and Evaluating Autonomous Scientific Discovery](https://isg.beel.org/wp-content/uploads/2025/07/AI-Scientist-in-Practice-Reproducing-and-Evaluating-Autonomous.pdf)
- [SciAgents: Automating Scientific Discovery Through Bioinspired Multi-Agent Intelligent Graph Reasoning](https://pmc.ncbi.nlm.nih.gov/articles/PMC12138853/)
- [A multi-agent system for automating scientific discovery](https://www.nature.com/articles/s41586-026-10652-y)
- [How an obscure website became a force in America's election information machine](https://www.washingtonpost.com/technology/2026/10/30/how-an-obscure-website-became-force-americas-election-information-machine/)
- [Jev by TypeSafe AI | What is a System-1 Decision Model | CampusX](https://www.youtube.com/watch?v=0zFfcEr1e9U)
- [How Jev Turns AI Into Software That Gets Things Done](https://www.youtube.com/watch?v=Ut3LOjKNJaE)
- [How Surveillance Tech Erodes Your Privacy | Jen Golbeck | TED](https://www.youtube.com/watch?v=ZX5nTV8lwr0)
- [How difficult is AI alignment? | Anthropic Research Salon](https://www.youtube.com/watch?v=IPmt8b-qLgk)
- [Interpretability: Understanding how AI models think](https://www.youtube.com/watch?v=fGKNUvivvnc)
- [Open Challenges for AI Engineering: Simon Willison](https://www.youtube.com/watch?v=eTTMUWP5B0s)
- [AI Security After Codex and Claude Code — Zico Kolter & Matt Fredrikson, Gray Swan](https://www.youtube.com/watch?v=j8BAficRjEc)
- [Anthropic Leaks Claude Code Source Code](https://fortune.com/2026/03/31/anthropic-source-code-claude-code-data-leak-second-security-lapse-days-after-accidentally-revealing-mythos/)
- [Anthropic Quietly Fixed Serious Path Traversal and Injection Flaws in Its MCP Git Server](https://www.theregister.com/2026/01/20/anthropic_prompt_injection_flaws/)
- [The Hidden Backdoor in Claude Coding Assistant](https://www.lasso.security/blog/the-hidden-backdoor-in-claude-coding-assistant)
- [Inside the ‘clawdhub’ Malicious Campaign](https://snyk.io/articles/clawdhub-malicious-campaign-ai-agent-skills/)
- [Researchers Uncover 30 Flaws in AI-Powered IDEs — IDEsaster](https://thehackernews.com/2025/12/researchers-uncover-30-flaws-in-ai.html)
- [Weaponizing AI Coding Agents for Malware: The Nx Incident](https://snyk.io/blog/weaponizing-ai-coding-agents-for-malware-in-the-nx-malicious-package/)
- [The State of Secrets Sprawl 2026](https://blog.gitguardian.com/the-state-of-secrets-sprawl-2026/)
- [North Korean fake job interview led to $6.3B Binance heist](https://www.theregister.com/security/2026/11/03/north-korean-fake-job-interview-led-to-63b-binance-heist/5307398)
- [How We Built Safety Into Muse (Meta)](https://research.meta.ai/blog/security-and-safety-for-ai-agents-our-approach-with-muse)
- [Leveraging LLM Agents for Automated Video Game Testing](https://arxiv.org/html/2509.22170v1)
- [How we contain Claude across products](https://www.anthropic.com/research/how-we-contain-claude?trk=public_post_comment-text)
- [Security incident disclosure — July 2026](https://huggingface.co/blog/security-incident-july-2026)
- [Anatomy of a Frontier Lab Agent Intrusion: A Technical Timeline of the July 2026 Incident](https://huggingface.co/blog/agent-intrusion-technical-timeline?trk=article-ssr-frontend-pulse_little-text-block)
- [Inside the LiteLLM 1.107.0 supply chain compromise: Credential theft through Python startup hooks | Microsoft Security Blog](https://www.microsoft.com/en-us/security/blog/2026/10/23/inside-the-litellm-1-107-0-supply-chain-compromise-credential-theft-through-python-startup-hooks/)

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