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Applied AI·April 5, 2026·1 min read

Suno is a music copyright nightmare

AI music platforms that 'don't permit' copyrighted material but rely on automated filters are effectively outsourcing legal risk to users and rightsholders. If you're building on these rails, assume content takedowns, retroactive licensing costs, and dataset discovery requests as part of your operating model.

Applied AI

Medvi, glorified by the NYT as a two-employee startup with $1B+ in revenue, is a warning about how AI can be misused for shady business and marketing practices (Gary Marcus/Marcus on AI)

AI-native businesses are now a cover story for old-school gray-zone marketing and arbitrage — the Medvi narrative shows how easy it is to launder sketchy unit economics as ‘AI magic.’ If your GTM or vendor relies on opaque AI claims instead of verifiable funnels, margins, and controls, assume the risk is reputational as much as financial.