Beyond LLMs: The Rise of World Models and WAMs

23 min

Explore the shift from Large Language Models to World Models. Learn how World-Action Models (WAMs) bridge the grounding gap to understand the physical world.

Beyond LLMs: The Rise of World Models and WAMs

More like this

podcast cover
Make your own neural networkWhat Is ChatGPT Doing ... and Why Does It Work?On IntelligencePython Cookbook
21 sources
Physical AI and why LLMs need a body
podcast cover
Keras Reinforcement Learning ProjectsRebooting AIHuman CompatibleAutonomy
25 sources
The World Model Revolution: Beyond LLMs to AGI
podcast cover
A Brief History of Artificial IntelligenceThe Alignment ProblemGemini Robotics ER 1.6: Enhanced Embodied Reasoning — Google DeepMindGemma 4: Our most capable open models to date
7 sources
Embodied Reasoning: AI Enters the Physical World
podcast cover
Rebooting AIAI Breakthroughs in 2026: March Update | Kersaisource 3Want to understand the current state of AI? Check out these charts.
6 sources
AI and the Human Baseline
podcast cover
What Is ChatGPT Doing ... and Why Does It Work?Make Your Own Neural NetworkChatGPT For DummiesArtificial Intelligence and Generative AI for Beginners
13 sources
Building AI Agents: Beyond Chatbots
podcast cover
Chapter 15: Full Transformer Forward Pass - From Input to Output | Transformer ArchitectureInside the Black Box: How a Large Language Model Actually Predicts the Next Token | by Erik Adler | Medium
7 sources
Inside the LLM: The Math Behind the Magic
podcast cover
[36c2e2b6-6058-45dd-a913-6b8fce4047fe:c0000] This is a fully autonomous coffee making robot. And this … p1-1[36c2e2b6-6058-45dd-a913-6b8fce4047fe:c0001] This is a fully autonomous coffee making robot. And this … p1-1[36c2e2b6-6058-45dd-a913-6b8fce4047fe:c0002] This is a fully autonomous coffee making robot. And this … p1-1[36c2e2b6-6058-45dd-a913-6b8fce4047fe:c0003] This is a fully autonomous coffee making robot. And this … p1-1
4 sources
Physical Intelligence: Solving Moravec’s Paradox
podcast cover
NVIDIA Launches Nemotron 3 Nano Omni Model, Unifying Vision, Audio and Language for up to 9x More Efficient AI Agents | NVIDIA BlogGoogle DeepMind Introduces Vision Banana: An Instruction-Tuned Image Generator That Beats SAM 3 on Segmentation and Depth Anything V3 on Metric Depth Estimation - MarkTechPostSapiens2Decoupled DiLoCo: Resilient, Distributed AI Training at Scale
8 sources
The Rise of Omni Models

From Columbia University alumni built in San Francisco

BeFreed Brings Together A Global Community Of 200,000+ Curious Minds

"Instead of endless scrolling, I just hit play on BeFreed. It saves me so much time."

@Moemenn
platform
star
star
star
star
star

"I never knew where to start with nonfiction—BeFreed’s book lists turned into podcasts gave me a clear path."

@Chloe, Solo founder, LA
platform
comments
12
likes
117

"Perfect balance between learning and entertainment. Finished ‘Thinking, Fast and Slow’ on my commute this week."

@Raaaaaachelw
platform
star
star
star
star
star

"Crazy how much I learned while walking the dog. BeFreed = small habits → big gains."

@Matt, YC alum
platform
comments
12
likes
108

"Reading used to feel like a chore. Now it’s just part of my lifestyle."

@Erin, Investment Banking Associate , NYC
platform
comments
254
likes
17

"Feels effortless compared to reading. I’ve finished 6 books this month already."

@djmikemoore
platform
star
star
star
star
star

"BeFreed turned my guilty doomscrolling into something that feels productive and inspiring."

@Pitiful
platform
comments
96
likes
4.5K

"BeFreed turned my commute into learning time. 20-min podcasts are perfect for finishing books I never had time for."

@SofiaP
platform
star
star
star
star
star

"BeFreed replaced my podcast queue. Imagine Spotify for books — that’s it. 🙌"

@Jaded_Falcon
platform
comments
201
thumbsUp
16

"It is great for me to learn something from the book without reading it."

@OojasSalunke
platform
star
star
star
star
star

"The themed book list podcasts help me connect ideas across authors—like a guided audio journey."

@Leo, Law Student, UPenn
platform
comments
37
likes
483

"Makes me feel smarter every time before going to work"

@Cashflowbubu
platform
star
star
star
star
star

"Instead of endless scrolling, I just hit play on BeFreed. It saves me so much time."

@Moemenn
platform
star
star
star
star
star

"I never knew where to start with nonfiction—BeFreed’s book lists turned into podcasts gave me a clear path."

@Chloe, Solo founder, LA
platform
comments
12
likes
117

"Perfect balance between learning and entertainment. Finished ‘Thinking, Fast and Slow’ on my commute this week."

@Raaaaaachelw
platform
star
star
star
star
star

"Crazy how much I learned while walking the dog. BeFreed = small habits → big gains."

@Matt, YC alum
platform
comments
12
likes
108

"Reading used to feel like a chore. Now it’s just part of my lifestyle."

@Erin, Investment Banking Associate , NYC
platform
comments
254
likes
17

"Feels effortless compared to reading. I’ve finished 6 books this month already."

@djmikemoore
platform
star
star
star
star
star

"BeFreed turned my guilty doomscrolling into something that feels productive and inspiring."

@Pitiful
platform
comments
96
likes
4.5K

"BeFreed turned my commute into learning time. 20-min podcasts are perfect for finishing books I never had time for."

@SofiaP
platform
star
star
star
star
star

"BeFreed replaced my podcast queue. Imagine Spotify for books — that’s it. 🙌"

@Jaded_Falcon
platform
comments
201
thumbsUp
16

"It is great for me to learn something from the book without reading it."

@OojasSalunke
platform
star
star
star
star
star

"The themed book list podcasts help me connect ideas across authors—like a guided audio journey."

@Leo, Law Student, UPenn
platform
comments
37
likes
483

"Makes me feel smarter every time before going to work"

@Cashflowbubu
platform
star
star
star
star
star

"Instead of endless scrolling, I just hit play on BeFreed. It saves me so much time."

@Moemenn
platform
star
star
star
star
star

"I never knew where to start with nonfiction—BeFreed’s book lists turned into podcasts gave me a clear path."

@Chloe, Solo founder, LA
platform
comments
12
likes
117

"Perfect balance between learning and entertainment. Finished ‘Thinking, Fast and Slow’ on my commute this week."

@Raaaaaachelw
platform
star
star
star
star
star

"Crazy how much I learned while walking the dog. BeFreed = small habits → big gains."

@Matt, YC alum
platform
comments
12
likes
108

"Reading used to feel like a chore. Now it’s just part of my lifestyle."

@Erin, Investment Banking Associate , NYC
platform
comments
254
likes
17

"Feels effortless compared to reading. I’ve finished 6 books this month already."

@djmikemoore
platform
star
star
star
star
star

"BeFreed turned my guilty doomscrolling into something that feels productive and inspiring."

@Pitiful
platform
comments
96
likes
4.5K

"BeFreed turned my commute into learning time. 20-min podcasts are perfect for finishing books I never had time for."

@SofiaP
platform
star
star
star
star
star

"BeFreed replaced my podcast queue. Imagine Spotify for books — that’s it. 🙌"

@Jaded_Falcon
platform
comments
201
thumbsUp
16

"It is great for me to learn something from the book without reading it."

@OojasSalunke
platform
star
star
star
star
star

"The themed book list podcasts help me connect ideas across authors—like a guided audio journey."

@Leo, Law Student, UPenn
platform
comments
37
likes
483

"Makes me feel smarter every time before going to work"

@Cashflowbubu
platform
star
star
star
star
star
Start your learning journey, now