Centralized AI models, with their high costs and scalability challenges, are becoming increasingly unviable for startups and researchers.
Decentralized platforms like Nidum.ai and bittensor are redefining access to computational power by utilizing underutilized hardware and creating a global resource pool.
Blockchain technology is enabling the decentralization of AI, reducing costs, improving scalability, and enhancing transparency.
Decentralized networks use tokenized incentives to sustain participation, enabling a self-sustaining economy where contributors earn cryptocurrency by leasing idle GPU capacity.