Nov 20, 2025

Mental models for building products people love ft. Stewart Butterfield

Stewart Butterfield, co-founder of Slack and Flickr, shares the product frameworks and leadership principles that guided his success. He delves into concepts like "utility curves" for feature investment, the "owner's delusion" in product design, and why focusing on "comprehension" is often more important than reducing friction. He also introduces powerful mental models for organizational effectiveness, such as combating "hyper-realistic work-like activities" and applying Parkinson's Law to team growth.

Nov 20, 2025

Inside the AI Black Box

Emmanuel Ameisen of Anthropic's interpretability team explains the inner workings of LLMs, drawing analogies to biology. He covers surprising findings on how models plan, represent concepts across languages, and the mechanistic causes of hallucinations, offering practical advice for developers on evaluation and post-training strategies.

Nov 20, 2025

Intuit CEO Sasan Goodarzi’s Grown-Up CEO Playbook

Intuit CEO Sasan Goodarzi discusses the operational playbook for reinventing a 40-year-old company, from its slow transition to SaaS to its early adoption of AI. He shares insights on winning the SMB market by treating small businesses like consumers, building effective channel partnerships, and developing a platform strategy. Goodarzi also details his leadership philosophy, emphasizing that grit and curiosity are more critical than raw talent.

Nov 20, 2025

The Power of AI Agents and Agentic AI Explained

AI agents represent a paradigm shift from traditional reactive AI models. This summary explores their proactive, goal-driven nature, detailing how they autonomously plan and execute complex workflows by interacting with a diverse ecosystem of models, APIs, hardware, and even other agents to solve real-world problems.

Nov 20, 2025

Bolt ft. Markus Villig - From Bootstrapping in Estonia to a Global Leader in Mobility

Markus Villig recounts the story of Bolt, from a €5,000 loan from his parents to a global mobility leader. The journey is defined by counterintuitive pivots: first, competing against the very taxi companies they initially served, and second, using a first-principles data model to ignore conventional wisdom and expand into overlooked African markets, which proved to be a massive success. This data-driven, pragmatic approach allowed Bolt to triple its market share during the COVID-19 crisis by choosing not to lay off staff and instead focusing on growth while competitors were paralyzed.

Nov 19, 2025

Designing safe digital systems for the humanitarian sector

Carmela Troncoso from EPFL discusses her collaboration with the International Committee of the Red Cross (ICRC) to digitalize humanitarian aid distribution. She advocates for a paradigm shift from data minimization to "purpose limitation," designing systems that are structurally incapable of being misused, even if the data is accessed. The talk details a practical, low-cost, and connectivity-resilient system built on this principle, using smart cards and cryptographic techniques to protect vulnerable aid recipients while meeting the operational needs of the ICRC.