Week of September 28 2026

On Wednesday, Amazon shuts down a marketplace where half a million people got paid pennies to teach AI what a furnace looks like. Last month, a workers' comp office in Ontario cut 466 jobs after the staff helped launch the AI tool that replaced them — "we all were excited… until we found out it was making us all redundant." And a payroll company that actually counted heads at a couple thousand small businesses found the ones that turned AI on hired more people. Same technology. Opposite outcomes. The difference is what you point it at — and whether your crew hears about it from you first.

In this episode:

• The people who taught the robot just got let go — by the robot. Mechanical Turk closes Sept 30 after two decades and 500,000+ workers doing label-this, sort-that for a few cents apiece. The twist: a 2023 study found close to half of them were already using ChatGPT to do it — and last week OpenAI fired the contractors who grade its answers for using AI to grade. The jobs that go first have a shape: sliced small, priced by the piece, done at a distance.
• They welcomed the tool. Then the tool welcomed them out. Ontario's WSIB cut 466 jobs and closed nine offices — back-office claims roles — after a push to launch an AI claim-summary tool. The union's warning is the customer's warning: cut the desk, the phone rings longer. The mistake wasn't automating the summaries. It was the silence.
• The shops that turned on AI hired more people — and they hired the do-ers. Gusto's payroll data: AI adopters grew headcount ~7% faster in year one (~10% for shops under ten people), and the hires were technicians, cooks, front desk — not more office. Big companies cut layers. You have a van with nobody in it.
• Spotlight — Indeed vs. ZipRecruiter: two ways to fill that van. The meter (Indeed Sponsored Jobs — $5/day or $150/mo floor, plus a beta AI screener that collects EPA cards up front) vs. the flat rate that goes and gets them (ZipRecruiter — AI invites employed techs to apply; quote-based, roughly $300–400/mo; trial auto-converts). Which for which shop, and why half of small employers say AI-written applications made hiring harder.
• The Operator's Move (tool-free): "Have the who's-next conversation before your crew has it." One sheet Sunday, ten minutes Monday — what you're automating, what you're not, and what happens to the person.

🔗 Show Notes & Sources

Story 1 — Mechanical Turk closes / raters fired for using AI

• Amazon Mechanical Turk closure notice
• TechRepublic — "Amazon Mechanical Turk to Shut Down Sept. 30 After 21 Years"
• TechSpot — "Amazon is shutting down Mechanical Turk after more than 20 years"
• CNBC — "Amazon service Bezos once called 'artificial artificial intelligence' is shutting down"
• TechPolicy.Press — "Mechanical Turk is Closing. The Workers Who Built AI Are Still Here"
• EPFL (2023) — "Artificial Artificial Artificial Intelligence: Crowd Workers Widely Use Large Language Models"
• Tom's Guide / 404 Media — OpenAI contractors fired for using AI to train ChatGPT

Story 2 — WSIB Ontario

• CTV News — "WSIB cuts 466 jobs across Ontario in 'difficult business decision'"
• CBC Sudbury — "Employees, union raise concerns about AI tools amid WSIB layoffs"
• Yahoo News Canada — office list and Waterloo cuts
• TechCrunch — "Uber is laying off 10% of staff, or 3,300 people"

Story 3 — Gusto: AI adopters hire faster

• Gusto Insights — "Small Businesses that Adopted AI Are Hiring Faster"
• Business Report — "How AI is helping many small businesses hire, not fire"
• Challenger, Gray & Christmas — August 2026 Job Cut Report

Spotlight — Indeed vs. ZipRecruiter

• Indeed for Employers — Pricing
• ZipRecruiter — Pricing
• ZipRecruiter — "Post Jobs for Free in 2026"
• Pin — ZipRecruiter pricing ranges
• Robert Half — 54% of small employers say AI-generated applications made hiring harder