# Meta NeuroScientist SHOCKED Me: Scale Alone Won’t Create Consciousness! David Sussillo - #543 Page: https://stenobird.com/podcast/into-the-impossible-with-brian-keating-324783/meta-neuroscientist-shocked-me-scale-alone-won-t-create-consciousness-david-sussillo-543 Text version: https://stenobird.com/podcast/into-the-impossible-with-brian-keating-324783/meta-neuroscientist-shocked-me-scale-alone-won-t-create-consciousness-david-sussillo-543.md Podcast: [Into the Impossible With Brian Keating](https://stenobird.com/podcast/into-the-impossible-with-brian-keating-324783) Published: 2026-03-16T12:00:00+00:00 Episode link: https://www.podtrac.com/pts/redirect.mp3/pdst.fm/e/traffic.megaphone.fm/BBPI8999085966.mp3?updated=1773505806 Audio file: https://www.podtrac.com/pts/redirect.mp3/pdst.fm/e/traffic.megaphone.fm/BBPI8999085966.mp3?updated=1773505806 Processing state: not_requested JSON: https://stenobird.com/v1/public/podcasts/into-the-impossible-with-brian-keating-324783/episodes/meta-neuroscientist-shocked-me-scale-alone-won-t-create-consciousness-david-sussillo-543 Duration seconds: 3452 ## Resource Please join my mailing list here πŸ‘‰ https://briankeating.com/list to win a meteorite πŸ’₯ David Sussillo spent years training neural networks at Google Brain and now leads research at Meta Reality Labs. His verdict on the path to artificial consciousness might surprise you. In this conversation, we discuss why scaling transformers alone won't produce conscious AI, how recurrent neural networks differ from the transformer architectures powering today's LLMs, the FORCE algorithm he developed to train RNNs, what his work on Meta's EMG wristband reveals about AI and biological signals, Rich Sutton's Bitter Lesson and whether we're locked into a GPU-transformer paradigm, and why studying the brain may be the only way out of AI's current limitations. David is also the author of Emergence, a braided memoir that tells the story of his path from foster care to the frontier of neuroscience and AI research. David Sussillo is a research scientist at Meta Reality Labs and an adjunct professor at Stanford University. He completed his PhD at Columbia University under Larry Abbott and previously worked at Google Brain. Key Takeaways: 00:00 Scale alone won't produce consciousness β€” here's why 00:25 The "bitter lesson": big data crushes every algorithmic invention 01:15 How hallucinations were discovered early at Google 05:00 The lock-in problem: why LLM + GPU may cap AI's ceiling 08:25 What Meta's neural wristband is actually trying to solve 11:20 Rich Sutton's bitter lesson explained 14:15 "More is Different" β€” why you can't reduce complexity upward 28:30 The book Emergence β€” two stories braided into one 36:00 Why mentorship matters more than intelligence for at-risk kids 47:00 Stability over intensity: what kids in foster care actually need ➑️ Follow David Sussillo 🌐 Website / Research:… ## Actions - request_transcript: `POST https://stenobird.com/v1/public/podcasts/into-the-impossible-with-brian-keating-324783/episodes/meta-neuroscientist-shocked-me-scale-alone-won-t-create-consciousness-david-sussillo-543/transcription-requests` β€” Idempotently request low-priority transcript generation for this episode. - read_markdown: `GET https://stenobird.com/podcast/into-the-impossible-with-brian-keating-324783/meta-neuroscientist-shocked-me-scale-alone-won-t-create-consciousness-david-sussillo-543.md` β€” Read the agent-friendly Markdown representation of this episode resource. A page view does not enqueue transcription. Agents should invoke `request_transcript` explicitly when they need this episode processed. ## Transcript Full transcripts are not published on public pages unless there is a clear rights basis.