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  1. Stability AI’s Stable Audio 3.0 uses licensed data from major music labels to generate six-minute songs, offering a legally compliant alternative to competitors facing lawsuits. This approach demonstrates the importance of data licensing in AI development.

    Impact: Licensed data models may become the standard for AI companies seeking to avoid legal risks, potentially increasing costs but ensuring long-term sustainability.

    — from AI Restructuring, IPO Races, and Search Monetization · The AI Engineer Podcast· May 21, 2026