Every signal, in one place.

Sinch finds 74% of enterprises that deployed an AI customer agent have rolled it back. Gartner expects 40%+ of agentic AI projects canceled by 2027, and S&P Global says AI-initiative abandonment nearly doubled in a year. Plus: Amazon’s own AGI lab says the holdup is reliability, not capability — and the AgentOps and evals jobs that gap is creating.

Zenity Labs shows a calendar invite can hijack Perplexity’s Comet browser and read local files and a connected password vault. The same exploit class, demonstrated at Black Hat, reaches Claude in Chrome, Gemini in Chrome, ChatGPT Atlas, and Copilot Edge. Plus: Google’s own Gemini calendar bug, the enterprise visibility gap behind it, and the AI red-teaming jobs it’s creating.

OpenAI’s dots get their own computer and browser, Figma’s canvas opens pull requests, Copilot’s memory follows you between tools, and Claude Code runs on a schedule. Plus: what 66,320 developer complaints say about who is left reading all the output.

Microsoft hands a departing employee’s agents to their manager, Google’s registry counts every agent, Anthropic opened an agent marketplace, and Okta added a kill switch. Plus: Gartner’s 150,000-agent forecast, the AgentOps manager role, and where agent-evaluation work pays.

California’s No Robo Bosses Act would ban firing or disciplining workers solely by automated system, with a named human reviewer, written notice, and a right to your own data. Newsom decides by September 30. Plus: Connecticut and Illinois already moved, 6 in 10 managers already use AI on personnel calls, and the emotion-surveillance ban on the same desk.

The Economist says AI has created roughly a million U.S. jobs since 2023 — almost all of them in construction and skilled trades, not tech. Plus: the AI-layoff verification gap, WRITER's enterprise disappointment survey, PwC's 8x skills-growth data, and the C-suite's new two-tier workforce.

Microsoft's $2.5 billion Frontier Company, AWS's $1 billion answer, and matching bets from Accenture and Salesforce all point at one job — forward deployed engineer — up roughly 42x in two years and paying $215K to $1.2M+ depending on level.

Mercor's annualized revenue passed $2 billion and Surge AI is reportedly in talks near a $25 billion valuation, while generalist AI-rating queues are going empty and rates are sliding batch to batch. The gap between the two tiers is now roughly 10x — plus the new "Reward Model Evaluator" title and where each tier is actually hiring.

PwC's 2026 Global AI Jobs Barometer puts the AI skills wage premium at 62%, up from 57% last year. Upwork's freelance data and Writer's enterprise survey show the same split underneath the number: it follows workflow ownership, not tool fluency — plus the emerging "AI Orchestrator" title and the domain-expert eval tier paying 6-10x the generalist rate.

Stanford's Digital Economy Lab and ADP Research's new Canaries Dashboard shows the AI-exposed employment gap for 22-25-year-olds has widened to 19%. Reddit's AI-native hiring push, Handshake's university-credentialed AI Fellowship, DoorDash's new gig-to-AI-training pipeline, and the entry-level title actually growing right now.

PwC, ServiceNow, McKinsey, and NTT DATA independently surveyed nearly 20,000 executives this year and found the same split. What separates the winners, the domain-expert money still flowing on the training side, and one new role built to close the gap.

The METR capability curve actually behind Hinton's warning, what real 2026 payroll data already shows, the economist who reversed himself mid-year, and the specific 12-month plan for knowledge workers.

Real 2026 hiring data from Anthropic, OpenAI, and Perplexity — named hires, a program with a published 40%+ conversion rate, and the honest odds behind the "no traditional background" success stories.

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.