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4 quotes from 2 episodes on TBPN and All-In Podcast, each with a timestamped link to the source.
Specialized AI bots resolve operational bottlenecks in investment research. Gavin Baker notes that Atreides Management runs 17 distinct Grok bots to route information without complex custom code or weekend calls.
Success in asset management depends on delivering specific data to the correct decision-maker at the exact moment.
“There is so much of investing that is making sure that the right information gets to the right person at the right time…”
Gavin Baker states that current networking infrastructure requires a fundamental reinvention.
“I do think we need to reinvent networking…”
From VCs' Private Bets: AI Agents, Space Stations, $100M Robotics
Atreides Management relies on 17 specialized Grok bots to run continuous research. These ready-made AI tools replaced earlier attempts by Gavin Baker to piece together custom cloud code.
“I clued together all this stuff with cloud code and it was really, I'm sure it was user error on my part…”
Gavin Baker prefers to avoid calling junior analysts on days off. AI agents eliminate this operational bottleneck by executing late-night research directly while maintaining team boundaries.
“Well, my policy is actually anybody in Atreides is always welcome to call me anytime on the weekend. I try not to call people on the weekends.”
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