Ants are dumb...but ant colonies are smart.More generally, there's the idea of swarm intelligence.Quite a lot of research in this area.Might be applied to crypto and AI agents specifically.And distributed systems more generally. ...

AI Agent Evolution - AI agents are evolving into distributed workflows with many sub-agent calls in a single run [1] - These multi-agent systems are useful for long-running workflows and agentic map reduce jobs [1] - These systems apply human-level judgment to filter and search through large amounts of data in parallel [1] Challenges in Building Multi-Agent Systems - Building these systems requires solving traditional distributed systems problems to ensure high throughput and reliability while controlling costs [2] - New problems include writing effective agent and sub-agent prompts, handling untrusted context, and monitoring and debugging agents [2] Call to Action - The industry is looking for builders who have felt this pain in production and want to create tools to make these systems easier to build and maintain [2] - The industry aims to make operating fleets of agents as routine and reliable as deploying a web service or running a Spark job [3]

Core Insights - DeFi Development Corp. has integrated DoubleZero into its validator operations to enhance performance and resilience in the Solana network [1][3] - DoubleZero provides a high-performance fiber network that addresses the limitations of the public internet for blockchain workloads, improving transaction routing and reducing latency [2][7] - The integration aligns with DeFi Development Corp.'s treasury strategy focused on accumulating and compounding Solana (SOL) [1][4] Company Overview - DeFi Development Corp. is the first public company with a treasury strategy primarily focused on SOL, providing investors with direct economic exposure to the cryptocurrency [4] - The company operates its own validator infrastructure, generating staking rewards and fees, while also engaging in decentralized finance (DeFi) opportunities [4][6] DoubleZero Overview - DoubleZero is designed as a dedicated network for high-performance distributed systems, offering increased bandwidth and reduced latency for blockchain applications [2][7] - The network allows for permissionless contributions of underutilized fiber bandwidth, maintaining decentralization and cryptoeconomic guarantees [2][7]

Welcome everyone. Uh my name is Mason Edgar. I work at Temporal and today we're going to talk about uh events are the wrong abstraction for your AI agents.So uh who here raise of hands recognizes what this diagram is out of curiosity. Okay. So this is a map of our solar system um in a geocentric projection. Uh this is where we have earth as the center of our solar system and this is how celestial objects move around the earth.And this was used to kind of calculate uh celestial trajectories prior to like the ...