Radio and PodcastRadio and PodcastLive Radio & Podcasts
#326 Zuzanna Stamirowska: Inside Pathway's Post-Transformer Architecture Designed for Memory and On-the-Fly Learning artwork
Technology

#326 Zuzanna Stamirowska: Inside Pathway's Post-Transformer Architecture Designed for Memory and On-the-Fly Learning

Eye On A.I. by Craig S. Smith

Mar 11, 202601:07:52Technology

This episode is sponsored by tastytrade. Trade stocks, options, futures, and crypto in one platform with low commissions and zero commission on stocks and crypto. Built for traders who think in probabilities, tastytrade...

About This Episode

#326 Zuzanna Stamirowska: Inside Pathway's Post-Transformer Architecture Designed for Memory and On-the-Fly Learning is an episode from Eye On A.I. by Craig S. Smith. This episode is sponsored by tastytrade. Trade stocks, options, futures,...

Podcast

This episode belongs to Eye On A.I..

Listen Online

Use the player on this page to stream the episode online.

Episode Details

Published Mar 11, 2026, 01:07:52 long, audio available.

Related Episodes

Continue listening to more episodes from Eye On A.I..

Questions About This Episode

What is #326 Zuzanna Stamirowska: Inside Pathway's Post-Transformer Architecture Designed for Memory and On-the-Fly Learning about?

This episode is sponsored by tastytrade. Trade stocks, options, futures, and crypto in one platform with low commissions and zero commission on stocks and crypto. Built for traders who think in probabilities, tastytrade offers advanced analytics, risk tools, and an AI-powered Search feature. Learn more at This episode dives into why Pathway's Baby Dragon Hatchling (BDH) might mark the beginning of the post-transformer era in AI. Zuzanna Stamirowska, Pathway's CEO and co‑author of BDH, explains why today's transformer-based LLMs hit a wall on long-horizon reasoning, how memory and synaptic plasticity are built directly into BDH's architecture, and what that means for continual learning, hallucinations, and "generalization over time." The conversation ranges from complexity science and brain-inspired computation to practical implications for real-world, small-data, and safety‑critical applications. Stay Updated: Craig Smith on X: Eye on A.I. on X: (00:00) The Core Problem: Why Today's AI Lacks Memory (03:16) Pathway's Mission to Bring Memory Into AI (04:53) Zuzanna's Background in Complexity Science (10:30) Why Transformers Reset Like "Groundhog Day" (14:34) The Brain-Inspired Dragon Hatchling Architecture (23:59) How the Network Learns and Builds Connections (37:38) Performance vs Transformers on Language Tasks (49:37) Productizing the Technology With NVIDIA and AWS (54:23) Can Memory Solve AI Hallucinations?

Where can I listen to #326 Zuzanna Stamirowska: Inside Pathway's Post-Transformer Architecture Designed for Memory and On-the-Fly Learning?

You can listen to #326 Zuzanna Stamirowska: Inside Pathway's Post-Transformer Architecture Designed for Memory and On-the-Fly Learning online on Radio and Podcast. Open the player on this page to stream the available audio.

Which podcast is #326 Zuzanna Stamirowska: Inside Pathway's Post-Transformer Architecture Designed for Memory and On-the-Fly Learning from?

#326 Zuzanna Stamirowska: Inside Pathway's Post-Transformer Architecture Designed for Memory and On-the-Fly Learning is an episode from Eye On A.I. by Craig S. Smith.

How long is this episode?

This episode is 01:07:52 long.

When was this episode published?

This episode was published on Mar 11, 2026.

Can I save #326 Zuzanna Stamirowska: Inside Pathway's Post-Transformer Architecture Designed for Memory and On-the-Fly Learning for later?

Yes. Use the heart button on the episode page to add it to your favorite episodes list.

Are there related episodes from Eye On A.I.?

Yes. This page shows related episodes from Eye On A.I. when more episodes are available from the podcast feed.

Quick Answers About This Episode

Where can I listen to #326 Zuzanna Stamirowska: Inside Pathway's Post-Transformer Architecture Designed for Memory and On-the-Fly Learning?

You can listen to #326 Zuzanna Stamirowska: Inside Pathway's Post-Transformer Architecture Designed for Memory and On-the-Fly Learning on this page when the episode audio is available from the podcast feed.

Which podcast is this episode from?

#326 Zuzanna Stamirowska: Inside Pathway's Post-Transformer Architecture Designed for Memory and On-the-Fly Learning is from Eye On A.I. by Craig S. Smith.

What are the episode details?

Published Mar 11, 2026 and 01:07:52 long