Ben Fielding, CEO of Gensyn, argues that neural architecture search (NAS) can automate and optimize deep neural network creation, moving beyond the limitations of current machine learning methods. Fielding advocates for a shift from vertical to horizontal scaling, comparing it to Google's MapReduce moment, to improve efficiency and scalability.
Fielding emphasizes that existing blockchain networks provide the security necessary for new consensus algorithms, enabling devices to resolve disputes autonomously without human intervention. Smart contracts facilitate instant verification and dispute resolution in machine learning transactions, while crypto wallet addresses serve as identities that models can control.
Trust is the cornerstone of these decentralized systems. Verifying model execution at the consensus level is essential for building trust and enabling reliable dispute resolution in AI and blockchain integration.