Every signal, in one place.

A plain-English breakdown of the 5 AI terms you keep hearing but nobody explains — LLM, Agent, MCP, RAG, and Context Window — so you can finally follow the job posting, the LinkedIn post, and the meeting.

Every AI training contract I'm running right now, active and ended, across Handshake and Mercor — with real pay, a live earnings screenshot, and what running this many contracts actually costs you.

Companies are paying people to attack their own AI — and the best people doing it aren't engineers. No coding required. Here's the red-teaming opportunity almost no one is talking about.

56% of 2026 layoffs cite AI. 156,000 workers affected. But Klarna just rehired the people it fired. What they actually cut — and what they hired instead.

Role-by-role breakdown for 7 careers — what to start, what to build toward, and where the real opportunity is. Plus: Midjourney's healthcare pivot.

6 companies. 20+ models. What they cost, who ranks them — and which one is actually worth your money. Plus: Fable 5 jailbreak and Claude Corps.

The highest-paying jobs of the next five years may not involve doing the work. Plus: the Stanford study every job applicant needs to read.

Job or no job — your domain skills have an AI market. The income, the hours, and the weekly breakdown.

Domain expertise, AI trainer platforms, agent orchestration, and the career premium for judgment.