Safety & Governance
The hard problems: red teaming, bias, interpretability, alignment, and the governance frameworks that might actually matter. No hand-waving.
Deep Dives and Frameworks
Implementation playbooks, operator patterns, and durable analysis.
Signals, Maps, and Watch Lists
Production-oriented analysis, benchmarks, and market/system intelligence.
External tools
Execution tooling is separate
Swarm Signal keeps the analysis layer. Use BoredTools for reusable production templates and trackers.
We Built the Agent Internet Before Its Firewalls
Three CVEs in Anthropic's own MCP reference server. Over 8,000 production servers exposed to the internet. The protocol powering AI agents shipped without security, and the industry is paying for it.
EU AI Act 2026: What Changes for High-Risk AI Systems
On August 2, 2026, the EU AI Act becomes fully enforceable for high-risk AI systems. 40% of enterprise AI systems can't even determine whether they qualify. Here's what changes.
AI Agent Security Checklist
AI agents don't just have a security problem. They have a fundamentally different security problem than the systems they're replacing. Five attack surfaces and the defense patterns that actually work.
The AI Agent Security Playbook
AI agents create attack surfaces that chatbots don't. This playbook covers prompt injection, tool misuse, data exfiltration, multi-agent attacks, defense-in-depth, and the compliance timeline.
How to Evaluate AI Models Without Trusting Benchmarks
Benchmarks are contaminated, gamed, and misleading. Here's how to build evaluation systems that predict real-world model performance.
AI Alignment Explained: What It Actually Means to Make AI Do What We Want
What AI alignment actually means as an engineering problem. The three core challenges, the techniques that exist today, and why agents make everything harder.
The Swarm That Fakes Consensus
Twenty-two researchers across four continents show how agent swarms fabricate consensus, infiltrate communities, and poison the training data of future AI models.
AI Guardrails for Agents: How to Build Safe, Validated LLM Systems
A Chevrolet chatbot sold a Tahoe for $1. Now AI agents can execute code, call APIs, and trigger real-world actions. Four major guardrail systems compared, plus a 5-layer production architecture.
The International AI Safety Report 2026: What 12 Companies Actually Agreed On
The most comprehensive global AI safety assessment ever assembled was released last week. The International AI Safety Report 2026, led by Turing Award winn
The Benchmark Crisis: Why Model Leaderboards Are Becoming Marketing Tools
All three leading AI models now score above 70% on SWE-Bench Verified. That milestone should be cause for celebration. Instead, it exposes a growing crisis