MLST #78 - Prof. NOAM CHOMSKY (Special Edition)

episode

Machine Learning Street Talk (MLST) not yet transcribed

▲ 0

Transcript

This episode hasn't been transcribed yet Upvotes decide what gets transcribed next — 0 so far. Sign in to upvote

More from Machine Learning Street Talk (MLST)

VAEs Are Energy-Based Models? [Dr. Jeff Beck] 46 min · 25 Jan 2026

Abstraction & Idealization: AI's Plato Problem [Mazviita Chirimuuta] 53 min · 23 Jan 2026

Why Every Brain Metaphor in History Has Been Wrong [SPECIAL EDITION] 42 min · 23 Jan 2026

Adversarial Examples and Data Modelling - Andrew Ilyas (MIT) 1h 28m · 22 Aug 2024

All episodes from Machine Learning Street Talk (MLST) →

Report any issue

Source

Recorded08 Jul 2022

Publisheranchor.fm ↗

Handlerec:2107430

Show notes

Patreon: https://www.patreon.com/mlst Discord: https://discord.gg/ESrGqhf5CB In this special edition episode, we have a conversation with Prof. Noam Chomsky, the father of modern linguistics and the most important intellectual of the 20th century. With a career spanning the better part of a century, we took the chance to ask Prof. Chomsky his thoughts not only on the progress of linguistics and cognitive science but also the deepest enduring mysteries of science and philosophy as a whole - exploring what may lie beyond our limits of understanding. We also discuss the rise of connectionism and large language models, our quest to discover an intelligible world, and the boundaries between silicon and biology. We explore some of the profound misunderstandings of linguistics in general and Chomsky’s own work specifically which have persisted, at the highest levels of academia for over sixty years. We have produced a significant introduction section where we discuss in detail Yann LeCun’s recent position paper on AGI, a recent paper on emergence in LLMs, empiricism related to cognitive science, cognitive templates, “the ghost in the machine” and language. Panel: Dr. Tim Scarfe Dr. Keith Duggar Dr. Walid Saba YT version: https://youtu.be/-9I4SgkHpcA 00:00:00 Kick off 00:02:24 C1: LeCun's recent position paper on AI, JEPA, Schmidhuber, EBMs 00:48:38 C2: Emergent abilities in LLMs paper 00:51:32 C3: Empiricism 01:25:33 C4: Cognitive Templates 01:35:47 C5: The Ghost in the Machine 01:59:21 C6: Connectionism and Cognitive Architecture: A Critical Analysis by Fodor and Pylyshyn 02:19:25 C7: We deep-faked Chomsky 02:29:11 C8: Language 02:34:41 C9: Chomsky interview kick-off! 02:35:39 Large Language Models such as GPT-3 02:39:14 Connectionism and radical empiricism 02:44:44 Hybrid systems such as neurosymbolic 02:48:47 Computationalism silicon vs biological 02:53:28 Limits of human understanding 03:00:46 Semantics state-of-the-art 03:06:43 Universal grammar, I-Language, and language of thought 03:16:27 Profound and enduring misunderstandings 03:25:41 Greatest remaining mysteries science and philosophy 03:33:10 Debrief and 'Chuckles' from Chomsky

Ask this episode

“What did the council decide on item 42?” — answered with the speaker and the moment.