Spotify Finds Fake Streams, Forcing Market Updates and a Trader’s Exit

TL;DR Summary
Spotify confirmed artificial streaming after a Kalshi trader flagged botting in Spotify-related markets; the company culled over 500,000 fake streams and adjusted its charts, moving Malcolm Todd’s song from #1 to #4. Kalshi then removed Spotify branding from related markets and said it’s coordinating with Spotify and Polymarket as investigations continue; Polymarket says it has not identified any immediate manipulation. The episode underscores vulnerabilities in chart-based prediction markets, prompting trader Caleb Davies to swear off such markets for now.
- Spotify Confirms Streaming Fraud After Kalshi Trader Cries Foul WIRED
- Spotify deletes streams of chart-topping song after suspicious Kalshi bets Financial Times
- Spotify Pulls Streams On a Hit Song Over Alleged Fraud Tied to Kalshi Betting Yahoo
- Spotify Challenges Prediction Markets After Song Chart Rigging Bloomberg.com
- Spotify removes streams of No. 1 song after suspicious Kalshi bets CBS News
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