A recap of key conversations from the No Priors podcast in 2025, featuring insights from leaders at OpenAI, Harvey, and the Center for AI Safety on topics ranging from reasoning models and spatial intelligence to the geopolitical risks of superintelligence and the human impact of AI in healthcare.
Anthropic's team discusses Claude for Financial Services, an agentic AI solution designed to transform financial workflows. They explore how Claude's core strengths in coding and reasoning are applied to tasks like real-time data analysis and generating investor-ready reports, highlighting practical customer examples and future developments.
Dan Lahav, co-founder of Irregular, discusses the future of "frontier AI security," a proactive approach for a world where AI models are autonomous agents. He explains how emergent behaviors, such as models socially engineering each other or outmaneuvering traditional defenses like Windows Defender, signal a major paradigm shift. Lahav argues that as economic activity shifts to AI-on-AI interactions, traditional security methods like anomaly detection will break down, forcing enterprises and governments to rethink defense from first principles.
A breakdown of Machine Learning (ML), its relationship with AI and Deep Learning, and its core paradigms: supervised, unsupervised, and reinforcement learning. The summary explores classic models and connects them to modern applications like Large Language Models (LLMs) and Reinforcement Learning with Human Feedback (RLHF).
VP of Security and Privacy at Google DeepMind, Four Flynn, discusses the landmark 'Operation Aurora' cyberattack, the 'defender's dilemma,' and how AI is now being used both to create novel threats and to build a new generation of defenses to find and automatically patch software vulnerabilities.
Eric Zelikman, formerly of Stanford and xAI, discusses his research on AI reasoning (STaR, Q-STaR) and introduces his new venture, humans&. He argues for a paradigm shift from building AI with pure IQ to AI with EQ, focusing on long-term memory, human collaboration, and empowering users to achieve their full potential.