Fake It Till You Make It
Some companies have even sold products and services that still secretly relied on people to function properly. Amazon’s AI-powered cashiers at their “Just Walk Out” grocery stores were actually overseen by thousands of low-paid workers; Fireflies.ai makes millions a year selling automated notetaking at meetings, but recently revealed that at first their powerful AI was just the founders listening in and writing stuff down. Look for similar cases, then discuss with your team: should companies be punished for releasing successful products and services that once relied on human intervention but no longer do? Is “fake it ‘til you make it” justified as long as you make it in the end?
Amazon's 'Just Walk Out' stores promised AI so smart you could grab groceries and leave — but behind the cameras were more than a thousand workers in India watching the video and tagging what you took. Fireflies.ai now earns millions selling an AI that takes meeting notes; at first, it was just two broke founders dialing in as 'Fred' and writing notes by hand.
Key concepts
- The Human Behind The AI
- Products marketed as artificial intelligence that are actually powered, fully or partly, by hidden human labor — what critics call 'AI-washing.'
- Validation Before Automation
- Prove people will pay for a service before building the expensive technology; doing the job by hand first is a legitimate test — the question is whether you tell customers.
- Fake It 'til You Make It
- Acting as if you already have what you're building to attract the customers or money to build it for real — celebrated in startups, and indistinguishable from fraud if you never make it.
- Ends Versus Means
- Does delivering the real product in the end justify the deception along the way? Fireflies eventually automated; Amazon largely gave up.
What to know
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01
Hiding human labor behind 'AI' is the Mechanical Turk as a business model — customers paid for autonomous technology that was actually people, so these aren't just clever prototypes but products sold on a claim that wasn't yet true.
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