
Machine Learning Street Talk (MLST)
Your Brain is Running a Simulation Right Now [Max Bennett]
Dienstag, 30. Dezember 2025 · 3 h 17
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Shownotes
Tim sits down with Max Bennett to explore how our brains evolved over 600 million years—and what that means for understanding both human intelligence and AI.
Max isn't a neuroscientist by training. He's a tech entrepreneur who got curious, started reading, and ended up weaving together three fields that rarely talk to each other: comparative psychology (what different animals can actually do), evolutionary neuroscience (how brains changed over time), and AI (what actually works in practice).
*Your Brain Is a Guessing Machine*
You don't actually "see" the world. Your brain builds a simulation of what it *thinks* is out there and just uses your eyes to check if it's right. That's why optical illusions work—your brain is filling in a triangle that isn't there, or can't decide if it's looking at a duck or a rabbit.
*Rats Have Regrets*
*Chimps Are Machiavellian*
*Language Is the Human Superpower*
*Does ChatGPT Think?*
(truncated description, more on rescript)
Understanding how the brain evolved isn't just about the past. It gives us clues about:
- What's actually different between human intelligence and AI
- Why we're so easily fooled by status games and tribal thinking
- What features we might want to build into—or leave out of—future AI systems
Get Max's book:
amazon.com/Brief-History-Intelligence-Humans-B…
Rescript: app.rescript.info/public/share/R234b7AXyDXZusq…
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TIMESTAMPS:
Introduction: Outsider's Advantage & Neocortex Theories
Perception as Inference: The Filling-In Machine
Understanding, Recognition & Generative Models
How Mice Plan: Vicarious Trial & Error
Evolution of Self: The Layer 4 Mystery
Ancient Minds & The Social Brain: Machiavellian Apes
AI Alignment, Instrumental Convergence & Status Games
Metacognition & The IQ Paradox
Does GPT Have Theory of Mind?
Memes, Language Singularity & Brain Size Myths
Communication, Language & The Cyborg Future
Shared Fictions, World Models & The Reality Gap
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REFERENCES:Person:
[] Karl Friston (UCL)
youtube.com/watch?v=PNYWi996Beg
[] Jeff Hawkins
youtube.com/watch?v=6VQILbDqaI4
[] Hermann von Helmholtz
plato.stanford.edu/entries/hermann-helmholtz
[] David Redish (U. Minnesota)
redishlab.umn.edu
[] Robin Dunbar
psy.ox.ac.uk/people/robin-dunbar
[] Emil Menzel
sciencedirect.com/bookseries/behavior-of-nonhu…
[] Nick Bostrom
nickbostrom.com
[] Noam Chomsky
linguistics.mit.edu/user/chomsky
[] Judea Pearl
samueli.ucla.edu/people/judea-pearl
Concept/Framework:
[] Active Inference
youtube.com/watch?v=KkR24ieh5Ow
Paper:
[] Predictions not commands [Rick A Adams]
pubmed.ncbi.nlm.nih.gov/23129312
Book:
[] The Elephant in the Brain
amazon.com/Elephant-Brain-Hidden-Motives-Every…
[] The Status Game
goodreads.com/book/show/58642436-the-status-game
[] The Selfish Gene
amazon.com/dp/0198788606
[] The Language Game
amazon.com/Language-Game-Improvisation-Created…
[] The Evolution of Language
amazon.com/Evolution-Language-Approaches/dp/05…
[] The Three-Body Problem
amazon.com/dp/0765377063