A biweekly podcast where hosts Nathan Labenz and Erik Torenberg interview the builders on the edge of AI and explore the dramatic shift it will unlock in the coming years. The Cognitive Revolution is part of the Turpentine podcast network. To learn more: turpentine.co
Tasklet CEO Andrew Lee details the rapid evolution of his company’s AI agent architecture, which has shifted from simple workflow automation to a general-purpose platform utilizing a file-system-based context management strategy. By moving away from infinitely long chat histories toward a bucketed, decreasing-fidelity ...
Reinforcement learning (RL) offers a superior path for optimizing LLM performance compared to supervised fine-tuning (SFT) by working within a model's existing weight distributions, thereby reducing catastrophic forgetting. While SFT often overrides established pathways, RL optimizes for specific outcomes by reinforcin...
The rapid acceleration of AI capabilities necessitates live sense-making, as evidenced by the recent release of GPT-5.5 and the ongoing evolution of frontier models. Low-cost search, exemplified by Ceramic.ai’s five-cent-per-thousand-query model, bridges the gap between static training data and real-time information, e...
Steve Newman, software engineer and creator of the technology behind Google Docs, details his transition to building a bespoke, AI-driven personal productivity stack. By leveraging LLMs and autonomous agents, he has developed an "attention firewall" that filters communications and an RSS reader that summarizes informat...
The rapid advancement of autonomous AI systems necessitates a shift from reliance on corporate virtue to the implementation of robust, independent governance structures. As frontier labs develop increasingly powerful technology, unilateral decision-making by AI leaders creates significant societal risk, exemplified by ...
Granola co-founder Sam Stephenson discusses the design thinking behind the AI note-taking app's rapid growth and minimalist product experience. Granola prioritizes a "calm product experience" for users with busy schedules, drawing inspiration from OXO's accessible design philosophy. Stephenson emphasizes the importance...
The conversation explores the current state and future trajectory of computer vision, contrasting it with the advancements in language models. Joseph Nelson, CEO of Roboflow, highlights the practical applications of computer vision in manufacturing, sports analytics, and robotics. He notes that while frontier models ca...
The "Internet of Cognition" represents a paradigm shift from vertical scaling of individual frontier models to the horizontal scaling of distributed, multi-agent systems. Vijoy Pandey, SVP and GM of Outshift by Cisco, argues that future AI progress depends on enabling specialized agents to share intent, context, and re...
The podcast explores Composio, an agentic tool execution layer that provides AI agents with access to over 50,000 tools across various apps. Karan Vaidya, CTO of Composio, discusses how the platform addresses challenges in building AI agents, such as context overload and authentication complexities. Composio offers fea...
The conversation centers on the rapid advancements in AI, its economic impact, and the evolving strategies of key players. Zvi Mowshowitz assesses the current state as the "beginning of the middle game," cautioning against the belief in a near-term S-curve plateau. He estimates AI's current contribution to GDP growth a...
Nathan presents an AI Scouting Report, dividing the AI landscape into the good, bad, and weird, and addresses AI's use in law. He touches on AI's advancements in math, physics, and general-purpose AI agents, as well as concerning developments like AI-written hit pieces and retracted safety commitments. Nathan defines i...
Integrating AI agents into daily life transforms homeschooling from a labor-intensive chore into a methodical, personalized educational journey. Former CEO Jesse Genet manages five specialized AI agents—Claire, Sylvie, Cole, Theo, and Finn—to handle tasks ranging from curriculum planning and finance to content creation...
Follow this podcast in Podwise
Sign in to get AI summaries, transcripts and mind maps for any episode, including new ones.
