Blaise Agüera y Arcas: What Is Intelligence?

Blaise Agüera y Arcas: What Is Intelligence?

Author: Helen and Dave Edwards February 27, 2026 Duration: 44:05

In this conversation, we explore the nature of intelligence and life itself with Blaise Agüera y Arcas, VP and Fellow at Google and head of the Paradigms of Intelligence Lab. Blaise discusses his ambitious new book "What Is Intelligence?"—a work that bridges evolutionary biology, complexity science, artificial life, and AI to argue that intelligence fundamentally arises from computation, symbiosis, and the recursive modeling of minds.Blaise describes himself as "an inch deep with a few deeper wells" across disciplines, drawing from sources as diverse as Nick Lane's work on energetics, Darwin's evolution, and anarcho-communist Peter Kropotkin's 1910 treatise on mutual aid. This intellectual breadth allows him to see connections others miss—like recognizing that the urgent questions raised by modern AI models exhibiting general intelligence without any "magical discovery" demand we fundamentally rethink what intelligence means across all substrates.Key themes we explore:- Symbiogenesis, Not Just Symbiosis: Why the distinction matters—when mutualism creates something new that reproduces as a unit, with individuals no longer viable alone- Humans as Existing Cyborgs: How the steam engine represents our "mitochondrion," enabling 7 of 8 billion people to exist by metabolizing energy on our behalf- The Endless Frontier of Intelligence: Why energy budgets increasingly shift toward thought as systems scale—and why this demand is "bottomless"- Theory of Mind as Foundation: How recursive modeling of others' minds enables social coordination and represents the mathematical basis for multi-agent learning- Artificial Life's Emergence: Why massive parallel computation will finally allow artificial life research to flourish- Categories as Approximations: Moving beyond both essentialist categorization and postmodern rejection toward understanding statistical descriptions with limits- Planetary Consciousness as Survival: Why modeling the entire ecological system isn't "woo-woo" but literally what we need for collective agencyBlaise Agüera y Arcas is a VP and Fellow at Google, where he is the CTO of Technology & Society and founder of Paradigms of Intelligence (Pi). Pi is an organization working on basic research in AI and related fields, especially the foundations of neural computing, active inference, sociality, evolution, and Artificial Life. A frequent public speaker, he has given multiple TED talks and keynoted NeurIPS. He has also authored numerous papers, essays, op-eds, and chapters, as well as two previous books, Who Are We Now? and Ubi Sunt. His most recent book, What Is Life?, is part 1 of the larger book What Is Intelligence?, forthcoming from Antikythera and MIT Press in September 2025.


Hosted by Helen and Dave Edwards, Stay Human, from the Artificiality Institute is a conversation that lives in the messy, human space between our tools and our selves. Each episode digs into the subtle ways artificial intelligence is reshaping our daily decisions, our creative impulses, and even our sense of identity. This isn't a technical manual or a series of futuristic predictions; it's a grounded exploration of how we maintain our agency in a world increasingly mediated by algorithms. The podcast operates from a core belief: that our engagement with AI should be about more than just safety or efficiency-it needs to be meaningful and worthwhile. You'll hear discussions rooted in story-based research, where complex ideas about cognition and ethics are unpacked through relatable narratives and real-world examples. The goal is to provide a framework for thoughtful choice, helping each of us consciously design the relationship we want with the machines in our lives. Tuning in offers a chance to step back from the hype and consider how we can actively remain the authors of our own minds, preserving what makes us uniquely human even as the technology evolves. It's an essential listen for anyone curious about the personal and philosophical dimensions of our digital age.
Author: Language: en-us Episodes: 100

Stay Human, from the Artificiality Institute
Podcast Episodes
Helen Edwards and Dave Edwards: Make Better Decisions [not-audio_url] [/not-audio_url]

Duration: 37:04
We humans make a lot of decisions. Apparently, 35,000 of them every day! So how do we improve our decisions? Is there a process to follow? Who are the experts to learn from? Do big data and AI make decisions easier or ha…
Kat Cizek and William Uricchio: Co-Creation [not-audio_url] [/not-audio_url]

Duration: 55:43
We all do things with other people. We design things, we write things, we create things. Despite the fact that co-creation is all around us it can be easy to miss because creation gets assigned to individuals all too oft…
Gerd Gigerenzer: Staying Smart [not-audio_url] [/not-audio_url]

Duration: 1:01:40
How should we respond and react to artificial intelligence and its impact on the world and each other? How should we handle the risk and uncertainty risk caused by the permeation of AI throughout our lives? To tackle the…
Eric Pliner: Difficult Decisions [not-audio_url] [/not-audio_url]

Duration: 59:20
We all want decision-making to be easier. We want simple tools and frameworks that provide a process for no-regrets decisions. But it just isn’t that easy. Despite how much we understand about the science of decision-mak…
Tom Hale: Oura Ring and the New Data of Health [not-audio_url] [/not-audio_url]

Duration: 57:08
We’d all like to be healthier—to sleep longer, have lower stress, and have more energy. But is it possible for an AI to help us accomplish this? And how would that experience feel? What data would we need to provide? How…
Frank Rose: Storytelling in a Data-Driven World [not-audio_url] [/not-audio_url]

Duration: 59:17
We all love stories—they are one of the most important ways that humans communicate. Stories create heroes to root for and villains to revile. Stories create realities and help us align our values and objectives with oth…
Ben Shneiderman: Human-Centered AI [not-audio_url] [/not-audio_url]

Duration: 1:03:52
Many of our listeners will be familiar with human-centered design and human-computer interaction. These fields of research and practice have driven technology product design and development for decades. Today, however, t…
Julio Mario Ottino: The Nexus [not-audio_url] [/not-audio_url]

Duration: 59:41
“How can we augment our thinking spaces to increase creative solutions? How can we make those solutions real by mastering complexity?” Julio Mario Ottino and Bruce Mau ask and answer these questions in their ambitious an…
Mark Nitzberg: Human-Compatible AI [not-audio_url] [/not-audio_url]

Duration: 54:11
We hear a lot about harm from AI and how the big platforms are focused on using AI and user data to enhance their profits. What about developing AI for good for the rest of us? What would it take to design AI systems tha…
Barbara Tversky: Spatial Cognition [not-audio_url] [/not-audio_url]

Duration: 1:07:01
Have you ever wondered why you can recognize and remember things but can’t describe them in words? That is one of the questions that started Barbara Tversky’s contrarian research and academic career, leading to her theor…