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| Challenge | Mitigation Strategy | |-----------|---------------------| | 鈥� High鈥憆esolution diffusion models are expensive. | Ongoing migration to sparse鈥憁ixers and quantised models; partnership with EdgeAI for shared GPU pools. | | IP & Copyright 鈥� AI鈥慻enerated images may inadvertently replicate protected works. | Robust similarity鈥慶heck pipeline (using CLIP鈥慴ased hash) before minting; rapid takedown process. | | Marketplace Saturation 鈥� Over鈥憄roduction could dilute quality. | Curated 鈥淔eatured鈥� slots, algorithmic quality scoring, and creator tiering (Bronze 鈫� Platinum). | | Regulatory Scrutiny 鈥� Use of NFTs & crypto may attract financial regulators. | Adopt Know鈥慪our鈥慍ustomer (KYC) only for payouts > $5 K; maintain a fiat鈥憃nly payout option for the majority. | | User Privacy 鈥� Prompt data could be sensitive. | End鈥憈o鈥慹nd encryption of prompts, on鈥慸evice tokenisation, and a clear opt鈥憃ut for data sharing. | afimy4wap
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In FY 2025, the platform posted a net revenue, with a projected CAGR of 78 % through 2028. | Ongoing migration to sparse鈥憁ixers and quantised models;