Google Researcher Shows Life "Emerges From Code" - Blaise Agüera y Arcas

Blaise Agüera y Arcas explores some mind-bending ideas about what intelligence and life really are—and why they might be more similar than we think (filmed at ALIFE conference, 2025 - 2025.alife.org).

Life and intelligence are both fundamentally computational (he says). From the very beginning, living things have been running programs. Your DNA? It's literally a computer program, and the ribosomes in your cells are tiny universal computers building you according to those instructions.

**SPONSOR MESSAGES**
—
Prolific - Quality data. From real people. For faster breakthroughs.
prolific.com/?utm_source=mlst
—
cyber•Fund cyber.fund/?utm_source=mlst is a founder-led investment firm accelerating the cybernetic economy
Oct SF conference - dagihouse.com/?utm_source=mlst - Joscha Bach keynoting(!) + OAI, Anthropic, NVDA,++
Hiring a SF VC Principal: talent.cyber.fund/companies/cyber-fund-2/jobs/…
Submit investment deck: cyber.fund/contact?utm_source=mlst
—

Blaise argues that there is more to evolution than random mutations (like most people think). The secret to increasing complexity is *merging* i.e. when different organisms or systems come together and combine their histories and capabilities.

Blaise describes his "BFF" experiment where random computer code spontaneously evolved into self-replicating programs, showing how purpose and complexity can emerge from pure randomness through computational processes.

en.wikipedia.org/wiki/Blaise_Ag%C3%BCera_y_Arcas
x.com/blaiseaguera?lang=en

TRANSCRIPT:
app.rescript.info/public/share/VX7Gktfr3_wIn4B…

TOC:
00:00:00 Introduction - New book "What is Intelligence?"
00:01:45 Life as computation - Von Neumann's insights
00:12:00 BFF experiment - How purpose emerges
00:26:00 Symbiogenesis and evolutionary complexity
00:40:00 Functionalism and consciousness
00:49:45 AI as part of collective human intelligence
00:57:00 Comparing AI and human cognition

REFS:
What is intelligence [Blaise Agüera y Arcas]
whatisintelligence.antikythera.org [Read free online, interactive rich media]
mitpress.mit.edu/9780262049955/what-is-intelli… [MIT Press]

Large Language Models and Emergence: A Complex Systems Perspective
arxiv.org/abs/2506.11135

Our first Noam Chomsky MLST interview
youtube.com/watch?v=axuGfh4UR9Q

Chance and Necessity [Jacques Monod]
monoskop.org/images/9/99/Monod_Jacques_Chance_…

Wonderful Life: The Burgess Shale and the History of Nature [Stephen Jay Gould]
amazon.co.uk/Wonderful-Life-Burgess-Nature-His…

The major evolutionary transitions [E Szathmáry, J M Smith]
wiki.santafe.edu/images/0/0e/Szathmary.Maynard…

Don't Sleep, There Are Snakes: Life and Language in the Amazonian Jungle [Dan Everett]
amazon.com/Dont-Sleep-There-Are-Snakes/dp/0307…

The Nature of Technology: What It Is and How It Evolves [W. Brian Arthur]
amazon.com/Nature-Technology-What-How-Evolves-…

The MANIAC [Benjamin Labatut]
amazon.com/MANIAC-Benjam%C3%ADn-Labatut/dp/178…

When We Cease to Understand the World [Benjamin Labatut]
amazon.com/When-We-Cease-Understand-World/dp/1…

The Boys in the Boat [Dan Brown]
amazon.com/Boys-Boat-Americans-Berlin-Olympics…

[Petter Johansson] (Split brain)
lucs.lu.se/fileadmin/user_upload/lucs/2011/01/…

If Anyone Builds It, Everyone Dies [Eliezer Yudkowsky, Nate Soares]
amazon.com/Anyone-Builds-Everyone-Dies-Superhu…

The science of cycology
link.springer.com/content/pdf/10.3758/bf031959…

<trunc, see YT desc for more>