MITRE ATLAS: the adversarial threat matrix for AI systems
A comprehensive guide to MITRE ATLAS — 16 tactics, 84 techniques, and 42 case studies for understanding adversarial threats to AI/ML systems.
News
Latest AI news, releases, and research.
Prompt injection in 2026: taxonomy, real-world exploits, and defenses
A technical breakdown of prompt injection attack classes, real CVEs, and the defense mechanisms that work — and those that don't.
Q1 2026 model scorecard — every frontier release ranked
Head-to-head comparison of every major model released in Q1 2026. Benchmarks, pricing, context windows, and verdict for each.
OWASP LLM Top 10 in practice — what each risk looks like in production
Concrete attack scenarios for each OWASP LLM risk, mapped to real CVEs and agentic AI systems. Not a summary — a practitioner's guide.
Building your first agent with the Claude Agent SDK
Working code examples, SDK vs CLI comparison, and when to use which. A practical guide to the renamed Claude Agent SDK.
Managed Agents vs Agent SDK vs Cloud Tasks — which harness?
A cost and capability comparison of Anthropic's three agent execution models. Pricing math, code examples, and decision framework.
DeepSeek V4 at $0.28/M — what 1T parameters means for cost
Pricing comparison, cost-per-task calculations, and benchmark analysis. When DeepSeek V4 makes sense and when it doesn't.