--- id: "/safety-security-interpretability/intermediate/page/3/" title: "Safety, security & interpretability for intermediate learners · page 3" url: "https://skillissue.dev/safety-security-interpretability/intermediate/page/3/" --- # Safety, security & interpretability for intermediate learners [Beginner](/safety-security-interpretability/beginner/index.md) [Intermediate](/safety-security-interpretability/intermediate/index.md) [Advanced](/safety-security-interpretability/advanced/index.md) [Expert](/safety-security-interpretability/expert/index.md) 90 resources · page 3 of 3 - ### [HiddenLayer research](/security-and-red-teaming/safety-and-alignment-evals/hiddenlayer-research/index.md) by [HiddenLayer](https://hiddenlayer.com/) HiddenLayer research page publishing findings on AI vulnerabilities, adversarial attacks and model security threats. Intermediate learning_resource blog US en - ### [How we built Claude Code auto mode](/security-and-red-teaming/safety-and-alignment-evals/how-we-built-claude-code-auto-mode/index.md) by [Anthropic](https://anthropic.com/) Anthropic engineering post on how Claude Code auto mode decides when to skip permission prompts safely. Intermediate learning_resource blog US en - ### [Interpretable Machine Learning](/security-and-red-teaming/safety-and-alignment-evals/interpretable-machine-learning/index.md) by [Christoph Molnar](https://christophm.github.io/) Christoph Molnar's Interpretable Machine Learning book: free online guide to explainability methods and their limits. Intermediate learning_resource guide Germany en - ### [Artificial Intelligence (AI): Guidance for Judicial Office Holders](/security-and-red-teaming/safety-and-alignment-evals/judicial-office-holders-ai-guidance-october-2025/index.md) by [Courts and Tribunals Judiciary](https://judiciary.uk/) UK Judiciary guidance (PDF, October 2025) for judicial office holders on AI use cases, risks and verification duties. Intermediate learning_resource guide United Kingdom en - ### [Lakera blog](/security-and-red-teaming/safety-and-alignment-evals/lakera-blog/index.md) by [Lakera](https://www.lakera.ai/) Lakera blog on AI security, prompt injection and LLM attacks, with research posts and product news. Intermediate learning_resource blog US en - ### [Many-shot jailbreaking](/security-and-red-teaming/safety-and-alignment-evals/many-shot-jailbreaking/index.md) by [Anthropic](https://anthropic.com/) Anthropic research on many-shot jailbreaking, a long-context attack using many faux dialogue examples. Intermediate learning_resource paper US en - ### [Statement on CVE-2025-48757 (Matt Palmer)](/security-and-red-teaming/safety-and-alignment-evals/matt-palmer-statement-on-cve-2025-48757-2025-05-29/index.md) by [Matt Palmer](https://mattpalmer.io/) Matt Palmer's statement on CVE-2025-48757: missing row-level security in Lovable-generated apps exposed user data. Intermediate learning_resource guide US en - ### [MCP blog: Tool annotations](/security-and-red-teaming/safety-and-alignment-evals/mcp-blog-tool-annotations-2026-03-16/index.md) by [Model Context Protocol](https://modelcontextprotocol.io) MCP blog post on tool annotations such as read-only and destructive hints, and how far clients should trust them. Intermediate learning_resource blog Global en - ### [MCP docs: Local server security](/security-and-red-teaming/safety-and-alignment-evals/mcp-local-server-security/index.md) by [Model Context Protocol](https://modelcontextprotocol.io) MCP documentation on hardening local stdio MCP servers. Intermediate learning_resource docs Global en - ### [MITRE ATLAS](/security-and-red-teaming/safety-and-alignment-evals/mitre-atlas/index.md) by [MITRE](https://www.mitre.org/) MITRE ATLAS: knowledge base and ATT&CK-style matrix of adversary tactics and techniques against AI systems. Intermediate learning_resource docs US en - ### [NCSC/CISA Guidelines for secure AI system development](/security-and-red-teaming/safety-and-alignment-evals/ncsc-cisa-guidelines-for-secure-ai-system-development/index.md) by [UK National Cyber Security Centre (NCSC)](https://www.ncsc.gov.uk/) UK NCSC and partner guidelines for secure AI system development across design, development, deployment and operation. Intermediate learning_resource guide UK en - ### [How To Become A Mechanistic Interpretability Researcher](/security-and-red-teaming/safety-and-alignment-evals/neel-nanda-getting-started-in-mech-interp/index.md) by [Neel Nanda](https://www.neelnanda.io/) Neel Nanda's AI Alignment Forum guide on how to become a mechanistic interpretability researcher, which replaced his earlier getting-started page. Intermediate learning_resource guide UK en - ### [NIST AI 100-2 Adversarial ML taxonomy](/security-and-red-teaming/safety-and-alignment-evals/nist-ai-100-2-adversarial-ml-taxonomy/index.md) by [NIST](https://nist.gov/) NIST AI 100-2 report: taxonomy and terminology of adversarial machine learning attacks and mitigations. Intermediate–Advanced learning_resource docs US en - ### [OWASP Top 10 for Agentic Applications 2026](/security-and-red-teaming/safety-and-alignment-evals/owasp-top-10-for-agentic-applications-2026/index.md) by [OWASP Gen AI Security Project](https://genai.owasp.org/) OWASP Top 10 for Agentic Applications 2026: list of security risks specific to AI agents. Intermediate learning_resource guide Global en - ### [Patronus AI](/security-and-red-teaming/safety-and-alignment-evals/patronus-ai/index.md) by [Patronus AI](https://www.patronus.ai/) Patronus AI blog with posts on LLM evaluation, benchmarks and AI reliability research. Intermediate learning_resource blog US en - ### [From Naptime to Big Sleep: Using Large Language Models To Catch Vulnerabilities In Real-World Code](/security-and-red-teaming/safety-and-alignment-evals/project-zero-from-naptime-to-big-sleep/index.md) by [Google Project Zero](https://projectzero.google/) Google Project Zero post on Big Sleep, an LLM agent that found an exploitable SQLite vulnerability in real code. Intermediate learning_resource guide US en - ### [promptfoo docs: OWASP LLM Top 10 red teaming](/security-and-red-teaming/safety-and-alignment-evals/promptfoo-owasp-llm-top-10-red-teaming/index.md) by [promptfoo](https://promptfoo.dev) Promptfoo documentation mapping its red-teaming plugins to the OWASP LLM Top 10 risks. Intermediate learning_resource guide US en - ### [Red Teaming LMs to Reduce Harms (Ganguli et al.)](/security-and-red-teaming/safety-and-alignment-evals/red-teaming-lms-to-reduce-harms-ganguli-et-al/index.md) by [Deep Ganguli et al. (Anthropic)](https://www.anthropic.com/) arXiv paper (2022) by Anthropic on red teaming language models: methods, scaling behaviour and a released attack dataset. Intermediate learning_resource paper US en - ### [Redwood Research](/security-and-red-teaming/safety-and-alignment-evals/redwood-research/index.md) by [Redwood Research](https://redwoodresearch.org/) Redwood Research page listing its research on AI control and keeping AI systems aligned with developer intent. Intermediate–Advanced learning_resource docs US en - ### [Retraction Watch: papers with evidence of ChatGPT writing](/security-and-red-teaming/safety-and-alignment-evals/retraction-watch-papers-with-evidence-of-chatgpt-writing/index.md) by [Retraction Watch](https://retractionwatch.com/) Retraction Watch running list of published papers and peer reviews containing evidence of ChatGPT-written text. Intermediate learning_resource guide Global en - ### [Sal Khan: Khanmigo's First Chapter Changed How I Think About AI (Khan Academy)](/security-and-red-teaming/safety-and-alignment-evals/sal-khan-khanmigo-s-first-chapter-khan-academy-blog/index.md) by [Khan Academy](https://www.khanacademy.org/) Sal Khan's reflection on the first chapter of the Khanmigo AI tutor and what it changed for student learning. Intermediate learning_resource guide US en - ### [Simon Willison on prompt-injection](/security-and-red-teaming/safety-and-alignment-evals/simon-willison-prompt-injection-tag/index.md) by [Simon Willison](https://simonwillison.net/) Simon Willison's prompt-injection tag: running record of prompt-injection attacks and incidents since 2022. Intermediate learning_resource guide UK/US en - ### [The lethal trifecta for AI agents (Simon Willison)](/security-and-red-teaming/safety-and-alignment-evals/simon-willison-the-lethal-trifecta/index.md) by [Simon Willison](https://simonwillison.net/) Simon Willison's post on the lethal trifecta: private data, untrusted content and exfiltration make AI agents exploitable. Intermediate learning_resource guide UK/US en - ### [AIxCC finals: Tale of the tape (Trail of Bits)](/security-and-red-teaming/safety-and-alignment-evals/trail-of-bits-aixcc-finals-tale-of-the-tape/index.md) by [Trail of Bits](https://www.trailofbits.com/) Trail of Bits analysis comparing the cyber reasoning system designs of DARPA AIxCC finalists. Intermediate learning_resource guide US en - ### [vLLM docs: Security](/security-and-red-teaming/safety-and-alignment-evals/vllm-security/index.md) by [vLLM](https://github.com/vllm-project) vLLM security documentation: guidance on exposing and hardening self-hosted inference servers. Intermediate learning_resource docs Global en - ### [XBOW Blog](/security-and-red-teaming/safety-and-alignment-evals/xbow-autonomous-pentest/index.md) by [XBOW](https://xbow.com/) XBOW blog with research posts on autonomous AI penetration testing, vulnerability discovery and exploit validation. Intermediate learning_resource blog US en [Previous page](/safety-security-interpretability/intermediate/page/2/index.md) [Plain-text Markdown copy](/safety-security-interpretability/intermediate/page/3/index.md)