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Firefly uses a diffusion-based generative AI architecture trained on Adobe Stock images, openly licensed content, and public domain material — not on subscribers' personal files. Adobe markets it as "commercially safe," meaning enterprise customers receive IP indemnification for outputs. The platform operates on a generative credit system tied to Creative Cloud subscriptions, with standalone Firefly Standard and Pro tiers introduced in February 2025. By October 2024, users had made over 13 billion image generations.
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