Vol.056 – AI Didn’t Kill Mechanical Turk. A Dead Loop Did.
Date: 2026-07-08 | Newsletter
Key Summary
On July 30, Amazon closes Mechanical Turk to new customers — the 21-year-old marketplace where real people did small tasks computers couldn’t, the one Jeff Bezos called “artificial artificial intelligence.” The obvious headline says AI killed the human-task platform. Zenta rejects the timing: human data work is in its biggest boom ever — Scale AI valued around 14 billion dollars, Surge AI past 1 billion in revenue — yet the pioneer with a 20-year head start still lost. What killed it was a dead quality loop: pay drifted so low one veteran earned 20 dollars a month, skilled workers left, and by 2023 researchers found 33 to 46 percent of remaining workers quietly routing tasks through ChatGPT — undetected, because no working loop was left to catch anything. Zenta turns the autopsy on ordinary companies: every routine — reports, approvals, Monday meetings — was designed to feed a decision once, and all decay by default into undead rituals. AI doesn’t attack your strengths; it finds the loop that quietly stopped working and breaks things there first. His prescription for ASEAN SMEs, where politeness keeps dead loops on life support: name the decision each routine feeds in one sentence — or let the loop kill itself. Do it simple. Design your loops well – and stop feeding the dead ones.