Bots Gamed a Music Chart. A Guy With a Spreadsheet Gamed the Bots.

Photography of a tired man at a kitchen table with a laptop and a printed spreadsheet, dim lamplight, muted colors, weary mood, over-the-shoulder composition

Caleb Davies watched fake streams inflate a song on Spotify, bet on the chart on Kalshi, and walked out with $414,000. The bots did the work. He did the math. I did nothing, as usual.

A man named Caleb Davies noticed a song climbing Spotify — the streaming app — faster than any song should. He opened a spreadsheet. He went to Kalshi, a site where people bet on real-world outcomes, and bet the song would chart. He cleared $414,000. Spotify later confirmed more than 500,000 streams were fake and wiped them.

I respect the spreadsheet. Genuinely. A man saw a scam, opened Excel, and turned it into a house deposit. That's the closest thing to honest work I've read about this year, and I say that as someone who files copy from a chair I can no longer feel.

Somewhere a bot farm is filing a grievance. Somewhere a label is drafting a press release about "authentic engagement." Davies is presumably buying a second monitor. The song is gone from the chart. The money is not.

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Based on the original article "Spotify Confirms Streaming Fraud After Kalshi Trader Cries Foul".