【English Twitter threads】Nine revelations from artificial intelligence agents: research and application

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Chainfeeds
3 days ago
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Chainfeeds Summary:

Delphi Ventures co-founder Tommy summarized 9 points about the current state and future direction of AI Agent development.

Source:

https://x.com/Shaughnessy119/status/1858967937903980668

Author:

Tommy


Viewpoints:

Tommy: 1) Breakthrough: Generative agents. Autonomous agents forming social networks and coordinating events. Information propagation: 4% → 52%. True impact? DAOs that self-manage governance and community. 2) Infrastructure: Eliza framework. The first open-source multi-agent framework built for cryptocurrencies. Combining configuration files with a RAG-driven memory and trust engine. Enabling autonomous agents to truly understand and trade DeFi. 3) Gaming: Voyager learning. Mastery speed 15.3x faster than benchmark. First to reach diamond level autonomously in 'Minecraft'. Proving agents can master complex systems through self-learning. 4) Verification: On-chain agents. Modulus Labs' zkML + Ora's optimistic verification supporting on-chain agent decisions. The infrastructure for trustless agent-driven protocols is finally here. 5) Coordination: Ritual and Naptha. Multi-agent systems using blockchain consensus in production. Frenrug demo showcased coordinated market decisions made through agent voting. Autonomous investment DAOs coming soon. 6) Science: ChemCrow breakthrough. Beyond automation - this is AI innovation. The blueprint for autonomous scientific discovery. 7) Architecture: ChatDev + MetaGPT. Exceeding 80% success rate in mimicking development teams. Agents understanding SDLC and product delivery. The future of protocol development is not just human. 8) Strategy: CICERO's achievements. Reaching top 10% in diplomatic contests against humans. Mastering negotiation and alliance building. Crucial for the next generation of trade systems. 9) Integrated Story: Verified action + social coordination + autonomous learning = the foundation for trustless digital organizations. We are witnessing the evolution of protocols in real-time.

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https://chainfeeds.substack.com

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