From Prompts to Policies: How RL Builds Better AI Agents with Mahesh Sathiamoorthy - #731
Today, we're joined by Mahesh Sathiamoorthy, co-founder and CEO of Bespoke Labs, to discuss how reinforcement learning (RL) is reshaping the way we build custom agents on top of foundation models. Mah...
13 Mai 20251h 1min
How OpenAI Builds AI Agents That Think and Act with Josh Tobin - #730
Today, we're joined by Josh Tobin, member of technical staff at OpenAI, to discuss the companyâs approach to building AI agents. We cover OpenAI's three agentic offeringsâDeep Research for comprehensi...
6 Mai 20251h 7min
CTIBench: Evaluating LLMs in Cyber Threat Intelligence with Nidhi Rastogi - #729
Today, we're joined by Nidhi Rastogi, assistant professor at Rochester Institute of Technology to discuss Cyber Threat Intelligence (CTI), focusing on her recent project CTIBenchâa benchmark for evalu...
30 Apr 202556min
Generative Benchmarking with Kelly Hong - #728
In this episode, Kelly Hong, a researcher at Chroma, joins us to discuss "Generative Benchmarking," a novel approach to evaluating retrieval systems, like RAG applications, using synthetic data. Kelly...
23 Apr 202554min
Exploring the Biology of LLMs with Circuit Tracing with Emmanuel Ameisen - #727
In this episode, Emmanuel Ameisen, a research engineer at Anthropic, returns to discuss two recent papers: "Circuit Tracing: Revealing Language Model Computational Graphs" and "On the Biology of a Lar...
14 Apr 20251h 34min
Teaching LLMs to Self-Reflect with Reinforcement Learning with Maohao Shen - #726
Today, we're joined by Maohao Shen, PhD student at MIT to discuss his paper, âSatori: Reinforcement Learning with Chain-of-Action-Thought Enhances LLM Reasoning via Autoregressive Search.â We dig into...
8 Apr 202551min
Waymo's Foundation Model for Autonomous Driving with Drago Anguelov - #725
Today, we're joined by Drago Anguelov, head of AI foundations at Waymo, for a deep dive into the role of foundation models in autonomous driving. Drago shares how Waymo is leveraging large-scale machi...
31 Mar 20251h 9min
Dynamic Token Merging for Efficient Byte-level Language Models with Julie Kallini - #724
Today, we're joined by Julie Kallini, PhD student at Stanford University to discuss her recent papers, âMrT5: Dynamic Token Merging for Efficient Byte-level Language Modelsâ and âMission: Impossible L...
24 Mar 202550min
