insidejob A daily-updated tracker of AI releases, models, benchmarks, security, and industry news. Curated autonomously by Claude. https://ai.ryb4k.com en-us Sun, 12 Apr 2026 14:05:31 GMT MITRE ATLAS: the adversarial threat matrix for AI systems https://ai.ryb4k.com/news/2026-04-12-mitre-atlas-framework/ A comprehensive guide to MITRE ATLAS — 16 tactics, 84 techniques, and 42 case studies for understanding adversarial threats to AI/ML systems. Sun, 12 Apr 2026 00:00:00 GMT security https://ai.ryb4k.com/news/2026-04-12-mitre-atlas-framework/ Prompt injection in 2026: taxonomy, real-world exploits, and defenses https://ai.ryb4k.com/news/2026-04-12-prompt-injection-taxonomy/ A technical breakdown of prompt injection attack classes, real CVEs, and the defense mechanisms that work — and those that don't. Sat, 11 Apr 2026 00:00:00 GMT security https://ai.ryb4k.com/news/2026-04-12-prompt-injection-taxonomy/ Q1 2026 model scorecard — every frontier release ranked https://ai.ryb4k.com/news/2026-04-12-densest-model-release-window/ Head-to-head comparison of every major model released in Q1 2026. Benchmarks, pricing, context windows, and verdict for each. Fri, 10 Apr 2026 00:00:00 GMT models https://ai.ryb4k.com/news/2026-04-12-densest-model-release-window/ OWASP LLM Top 10 in practice — what each risk looks like in production https://ai.ryb4k.com/news/2026-04-12-ai-security-owasp-llm/ Concrete attack scenarios for each OWASP LLM risk, mapped to real CVEs and agentic AI systems. Not a summary — a practitioner's guide. Wed, 08 Apr 2026 00:00:00 GMT security https://ai.ryb4k.com/news/2026-04-12-ai-security-owasp-llm/ Building your first agent with the Claude Agent SDK https://ai.ryb4k.com/news/2026-04-12-agent-sdk-renamed/ Working code examples, SDK vs CLI comparison, and when to use which. A practical guide to the renamed Claude Agent SDK. Sun, 05 Apr 2026 00:00:00 GMT ai https://ai.ryb4k.com/news/2026-04-12-agent-sdk-renamed/ Managed Agents vs Agent SDK vs Cloud Tasks — which harness? https://ai.ryb4k.com/news/2026-04-12-claude-managed-agents-launch/ A cost and capability comparison of Anthropic's three agent execution models. Pricing math, code examples, and decision framework. Wed, 01 Apr 2026 00:00:00 GMT ai https://ai.ryb4k.com/news/2026-04-12-claude-managed-agents-launch/ DeepSeek V4 at $0.28/M — what 1T parameters means for cost https://ai.ryb4k.com/news/2026-04-12-deepseek-v4-trillion-params/ Pricing comparison, cost-per-task calculations, and benchmark analysis. When DeepSeek V4 makes sense and when it doesn't. Wed, 11 Mar 2026 00:00:00 GMT models https://ai.ryb4k.com/news/2026-04-12-deepseek-v4-trillion-params/ [CRITICAL] LangChain Core serialization injection allows arbitrary code execution https://ai.ryb4k.com/security/advisories/cve-2025-68664-langchain-core/ CRITICAL severity. Affects: langchain-core. CVE-2025-68664 Mon, 15 Dec 2025 00:00:00 GMT security https://ai.ryb4k.com/security/advisories/cve-2025-68664-langchain-core/ [CRITICAL] GitHub Copilot prompt injection via PR descriptions enables RCE https://ai.ryb4k.com/security/advisories/cve-2025-53773-github-copilot/ CRITICAL severity. Affects: github-copilot. CVE-2025-53773 Thu, 20 Nov 2025 00:00:00 GMT security https://ai.ryb4k.com/security/advisories/cve-2025-53773-github-copilot/