About al-ice.ai
al-ice.ai is an independent publication covering AI security, agentic systems, and the emerging risks that come with deploying autonomous AI in production.
What We Cover
We track the intersection of AI and security—a space that's evolving faster than most teams can keep up with. Our coverage includes:
- AI Security Research — Academic papers, industry reports, and novel attack techniques targeting LLM-based systems
- CVEs & Vulnerabilities — Security advisories affecting AI tools, MCP servers, agent frameworks, and LLM infrastructure
- Agentic AI Risks — Prompt injection, tool poisoning, supply-chain attacks, and other threats specific to autonomous AI agents
- Defensive Strategies — Practical guidance on hardening AI deployments, from sandboxing to least-privilege tool access
Why This Exists
AI agents are shipping to production faster than security practices can adapt. Teams are connecting LLMs to tools, databases, and external services—often without fully understanding the attack surface they're creating.
We started al-ice.ai because we saw a gap: security teams need a focused resource that filters signal from noise in the rapidly expanding world of AI vulnerabilities. Not every CVE matters equally, and not every research paper has practical implications. We aim to surface what's actually relevant to practitioners.
Our Approach
Every post follows a consistent structure designed for busy security and engineering teams:
- AI Relevance — Why this matters for AI/agent deployments specifically
- Key Points — The essential facts, distilled
- Why It Matters — Practical implications for your stack
- What To Do — Actionable next steps
- Sources — Links to primary sources for deeper reading
We prioritize clarity over comprehensiveness. If something isn't actionable or relevant to real deployments, we skip it.
Who We Are
al-ice.ai is maintained by security practitioners and AI engineers who've spent years working on production systems. We've seen firsthand how quickly things can go wrong when AI systems are deployed without adequate security controls—and how hard it is to stay current when the threat landscape shifts weekly.
This site is our attempt to make that easier for others.
Get In Touch
Have a tip, correction, or question? Visit our Contact page or open an issue on GitHub.