Today @Ate-A-Pi is joined by Hrishi Olickel, co-founder of Greywing, a copilot to master maritime data. The conversation explores the importance of latency and accuracy in AI systems, the connection between user experience and perceived intelligence, and the challenges of testing and iterating AI models and the value of human evaluation. — Recommended Podcast: Company Breakdowns Each episode of Company Breakdowns dives into S-1s and series B-and-beyond companies, interviewing founders and investors to break down the companies. First episode is on Rubrik - which just IPO'd. Coming up this season: Databricks, Reddit + more, Spotify Apple — RECOMMENDED PODCAST: History 102 with WhatifAltHist Every week, creator of WhatifAltHist Rudyard Lynch and Erik Torenberg cover a major topic in history in depth -- in under an hour. This season will cover classical Greece, early America, the Vikings, medieval Islam, ancient China, the fall of the Roman Empire, and more. Subscribe on Spotify: https://open.spotify.com/show/36Kqo3BMMUBGTDo1IEYihm Apple: https://podcasts.apple.com/us/podcast/history-102-with-whatifalthists-rudyard-lynch-and/id1730633913 YouTube: https://www.youtube.com/@History102-qg5oj -- FOLLOW ON X: @8teAPi (Ate) @TurpentineMedia — (00:00) Introduction to Greywing (06:36) From security services to crewing (11:16) Using AI in Graywing's products (29:16) Services offered by open source providers (32:16) Generating documentation from uploaded documents (37:56) The connection between latency, accuracy, and user experience (41:24) The value of human evaluation in improving AI models (47:19) The future of AI agents and the need for better tools (49:37) The potential of client-side models in AI (54:21) Patterns of user behavior in AI systems (1:02:33) Building trust in AI systems