Security Insights
Latest news, tips, and research on AI agent security

Democrats Took Congress. The Real Test for AI Is Only Beginning: Six Deeper Reasons
Democrats can’t rewrite AI rules quickly, but their win means much more scrutiny for the industry, from voters, governors, subpoenas, power bills, party politics and markets.

How Employment is Changing at Anthropic
Anthropic’s internal data on how AI agents are reshaping hiring, productivity and work at the company. The complete 20-page original report, presented page by page.

The 2026 US Talent Report
Benchmarking America’s STEM Pipeline Amid the Great Talent Competition. The complete 195-page original report, presented page by page.

MIT’s Report on AI Use in Teaching, Learning, and Research Training
How can universities protect real learning as AI reshapes coursework? Explore MIT’s principles and recommendations, with English and Chinese PDFs.

2026 Whitepaper: Understanding Youth AI Use in the Age of AI
How tweens and teens use artificial intelligence, and what parents can do about it.

The Mythos Incident
This model won't be publicly released. But what it proved can't be taken back.

That Mythos will upend computing now feels close to settled. The only real question is which layer it breaks first.
It may not first destroy security vendors. It may not first empower attackers. The deeper shift is that software development, vulnerability discovery, patching, and system operations are all beginning to slide from human time to machine time. Once that happens, the shape of computing itself changes.

2026 OpenClaw Security Risk Whitepaper
Systemic Absence of a Permission Model: Root-Cause Analysis and Risk Assessment
The 5 MCP Misconfigurations We See in Every Other Scan
After scanning hundreds of MCP configurations, the same five mistakes keep appearing. None are sophisticated. All are dangerous. Here is what they are and exactly how to fix each one.
Why AI Agents Need Security Guardrails
AI agents can now execute code, access filesystems, and call external APIs autonomously. Without proper guardrails, a single misconfiguration can expose secrets, grant excessive permissions, or bypass sandbox boundaries entirely.