The Intersection of AI and Blockchain, with Transformers author and NEAR founder Illia Polosukhin
Sep 15, 2023
42:24
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Illia Polosukhin, co-founder of NEAR Protocol, discusses the intersection of NEAR's blockchain operating system and AI technology. They explore AI agents, AI's alignment problem, and the challenges of integrating blockchain and AI. They also delve into decentralized data labeling, AI's role in decentralized autonomous organizations, and the future of SaaS with Web3 technology.
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Quick takeaways
The integration of blockchain and AI can create AI agents capable of economic transactions, potentially reducing the need for middle management and enabling more efficient and decentralized organizations.
Blockchain-based identity systems integrated with cryptography can provide secure content verification, combatting misinformation and fraud while enabling trusted interactions in both personal and business realms.
Deep dives
The Intersection of Blockchain and AI
The podcast episode discusses the interaction between blockchain and AI technologies. The guest, Ilya Polosukin, co-founder of NIR and co-author of the Landmark Transformers paper, explores the potential of combining these technologies. One area of interest is the use of blockchain to solve payment and monetary control issues faced by NIR's developer community. The discussion also delves into the concept of a blockchain operating system, which aims to provide an environment where users can discover and use various web3 experiences without needing to focus on the underlying implementation. Overall, the episode highlights the potential for blockchain and AI to reshape the web3 landscape.
AI Agents and the Human Problem
The podcast explores the idea of AI agents equipped with blockchain accounts, turning them into economic agents capable of paying other people and AI agents to perform tasks. This concept opens up a new layer of management, potentially eliminating the need for middle management. Organizations could be run entirely by AI agents, with a human-like ability to communicate with people and task them with work. This integration of blockchain and AI leads to more efficient and decentralized organizations. Additionally, the episode emphasizes that the alignment problem in AI is ultimately a human problem, as humans need to work on building a society capable of effectively dealing with misinformation at scale.
Blockchain-Based Identity and Authentication
The podcast discusses the importance of blockchain-based identity and authentication systems. It highlights the need for secure and authenticated content, particularly in areas such as image, audio, and video verification. The integration of cryptography and blockchain technology can provide proof of origin, context, and identity, helping combat misinformation, fraud, and impersonation. The episode envisions a future where content can be signed by trusted parties, with trust rooted in a graph of communities. It also explores the potential for blockchain-based identity systems to provide secure onboarding and interactions, both in the business and personal realms.
Decentralized AI Data Marketplaces
The podcast episode explores the benefits of decentralized AI data marketplaces, especially in the context of data labeling for AI purposes. Traditional centralized approaches have limitations in terms of scalability, quality control, and domain-specific expertise. Decentralized marketplaces offer a global workforce, where anyone can earn by completing specified tasks. These platforms can provide efficient mechanisms for payment, quality assessment, and reputation management. The episode suggests that decentralized marketplaces enable access to a larger pool of annotators, while maintaining quality and fairness. It also highlights the potential for such marketplaces to revolutionize business processes, replacing traditional SaaS models and enabling composable and dynamic workflows.
More than 25 million users are using NEAR-powered applications. Co-founder of NEAR protocol and Transformers author Illia Polosukhin joins hosts Sarah Guo and Elad Gil to discuss the intersections of crypto and AI technology, what we should expect from AI agents, decentralized data labeling, why AI’s alignment problem is really a human problem, and more.