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Artwork for The TWIML AI Podcast

The TWIML AI Podcast (formerly This Week in Machine Learning & Artificial Intelligence)

Sam Charrington
Machine Learning
Generative AI
Large Language Models
Artificial Intelligence
AI Agents
Reinforcement Learning
Robotics
Natural Language Processing
Openai
AI Orchestration
Smart Cities
AI Inference
Interpretability
Agentic AI
Neural Networks
AWS
Llms
AI Applications
AI Research
Computer Vision

Machine learning and artificial intelligence are dramatically changing the way businesses operate and people live. The TWIML AI Podcast brings the top minds and ideas from the world of ML and AI to a broad and influential community of ML/AI researchers, data scientists, engineers and tech-savvy business and IT leaders. Hosted by Sam Charrington, a sought after industry analyst, speaker, commentato... more

PublishesTwice monthlyEpisodes793Founded10 years ago
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Artwork for The TWIML AI Podcast

Latest Episodes

In this episode, Justin Johnson, co-founder of World Labs, joins us to discuss world models and the emerging field of spatial AI. We explore why many researchers see capabilities beyond language as an important frontier for AI, and what it means to b... more

The conventional wisdom in AI is that the next breakthrough will come from more compute, more data, and larger models. But what if the next leap comes from somewhere else?

In this episode, Max Welling—co-founder and CTO of CuspAI and professor at th... more

Text-to-image models have become remarkably good at producing realistic images. But realism isn’t the same as correctness. Ask for several distinct people, a specific composition, or a high-resolution image generated locally, and today’s models still... more

For more than a decade, AI has advanced by training ever-larger models on ever-larger datasets. But as high-quality training data becomes harder to find and pretraining grows increasingly expensive, researchers are looking for new ways to keep founda... more

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Recent Guests

Max Welling
Founder/CEO of CuspAI and AI researcher
CuspAI
Episode: Why the Next AI Breakthrough May Come from Physics with Max Welling - #774
Fatih Porikli
Vice President of Technology at Qualcomm
Qualcomm
Episode: Why Image Generation Needs More Than Bigger Models with Fatih Porikli - #773
Damian Borth
Professor of AI and Machine Learning at the University of St. Gallen
University of St. Gallen
Episode: Why Models Are AI’s Next Training Dataset with Damian Borth - #772
Alex Wiltschko
Founder and CEO of Osmo, former Google DeepMind researcher
Osmo
Episode: How AI Learns to Smell with Alex Wiltschko - #771
Devvret Rishi
GM of AI at Rubrik
Rubrik
Episode: Why AI Agents Break the GenAI Security Model with Devvret Rishi - #770
Alex Bowcut
Head of Engineering at Sphere
Sphere
Episode: Is RAG Dead? Lessons from Building AI for Tax Law with Alex Bowcut - #769
Jure Leskovec
Co-founder and chief scientist at Kumo; Professor at Stanford University
Kumo; Stanford University
Episode: Relational Foundation Models for Enterprise Data with Jure Leskovec - #768
Scott Clark
Co-founder and CEO of Distributional
Distributional
Episode: How to Find the Agent Failures Your Evals Miss with Scott Clark - #767
Philip Kiely
Head of AI Education at Baseten
Baseten
Episode: How to Engineer AI Inference Systems with Philip Kiely - #766

Host

Sam Charrington
Host of TWIML AI Podcast

Reviews

4.8 out of 5 stars from 933 ratings
  • Great

    Great podcast for keeping abreast of the latest in AI, always focused on the research, interesting conversations. No BS!

    Apple Podcasts
    5
    eoaur
    Germanya year ago
  • Awesome!

    Sam is an amazing host! Technical, kind and gets the best out of each guest. 10 starssss out of 5.

    Apple Podcasts
    5
    anxnsodkcoapsjdj
    United States2 years ago
  • Excellent technical AI podcast

    Finally the podcast I’ve been looking for. Technical yet practical and approachable. Well done.

    Apple Podcasts
    5
    IL iPhone Guy
    United States2 years ago
  • Incredible Host makes machine learning easier to understand

    This show is fantastic due to Sam’s charismatic nature & skills as an incredible interviewer. He has some brilliant guests & does a great job of teasing a conversation to get really great insights other hosts may miss. He also does a great job of making complex subjects easier to understand. One of my have eps so far is with Sasha at Hugging Face. Sam has conversations you just can’t find online else where which makes it one of my all round favourites! Papillon Luck

    Apple Podcasts
    5
    Papillon Luck
    United Kingdom2 years ago
  • Excellent discussions of technical advances in AI

    Reliably the best technical podcast on AI. The host brings a continual flow of cutting edge researchers who share their knowledge of the latest advances in AI methods and emerging applications. Sam, the host, brings penetrating questions to extract new and cross-disciplinary insights. A quick way to keep up-to-date on industry trends and fundamental advances.

    Apple Podcasts
    5
    camnndmami
    United States2 years ago

Listeners Say

Key themes from listener reviews, highlighting what works and what could be improved about the show.

Listeners praise the host for technical depth and engaging interviews with world-class researchers.
Audio quality is occasionally noted as an area for improvement, but content is consistently high quality.
Guests are described as brilliant and the conversations reveal insights not easily found elsewhere.

Chart Rankings

How this podcast ranks in the Apple Podcasts, Spotify and YouTube charts.

Apple Podcasts
#141
United States/Technology
Apple Podcasts
#194
United Kingdom/Technology
Apple Podcasts
#202
Canada/Technology
Apple Podcasts
#98
Italy/Technology
Apple Podcasts
#125
Australia/Technology
Apple Podcasts
#144
France/Technology

Talking Points

Recent interactions between the hosts and their guests.

Why the Next AI Breakthrough May Come from Physics with Max Welling - #774
Q: You recently did a keynote at iClear and talked about waves and applying that to machine learning and stochastic systems. Talk a little about that work.
Max describes the wave-inspired neural architectures, showing how traveling waves support memory and edge-of-chaos dynamics, and explains spontaneous symmetry breaking as a design principle for stable, wave-like information propagation in networks.
Why the Next AI Breakthrough May Come from Physics with Max Welling - #774
Q: I meant all the way to lab experiments, and I was curious if you have enough data to say that your hit rate with this process is higher versus lower, or if there's anything you can say quantitatively about the candidates that you produce relative to the traditional approach.
He notes evidence of greater efficiency, with simulations achieving in days what previously took months or a PhD-level effort, and mentions ongoing lab engagements and a national lab contract to validate results.
Why the Next AI Breakthrough May Come from Physics with Max Welling - #774
Q: Got it. So let's dig into the technology and the approach that you're taking to apply this original set of work to materials. How did you get started with that effort?
Max explains the motivation: leveraging aquivariants and physics-inspired representations to model materials, leading to the founding of CuspAI and collaborations with labs to design materials with AI, spanning MOFs, semiconductors, and batteries.
Why Image Generation Needs More Than Bigger Models with Fatih Porikli - #773
Q: What is the main objective discussed in the DISCO paper and how does it differ from traditional image generation training goals?
DISCO introduces a reinforcement learning objective that explicitly encourages diversity among faces within an image, ensuring that generated identities are distinct rather than cookie-cutter replicas, while still maintaining alignment with the prompt and image quality.
Why Models Are AI’s Next Training Dataset with Damian Borth - #772
Q: What were the early milestones that convinced you this approach could scale beyond toy models, and what were the tricks that helped you handle diverse model zoos and architectures?
Early milestones included developing an autoencoder to compress weight sequences, proving you could predict performance metrics from latent representations, and then extending to generate models by sampling in the latent space. Key tricks involved adapting tokenization and normalization to operate agnostically across architectures, handling permutation symmetries, and progressively scaling from toy networks to larger, real-world models to enable cross-architecture generation.

Audience Metrics

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Frequently Asked Questions About The TWIML AI Podcast

What is The TWIML AI Podcast about and what kind of topics does it cover?

This show consistently centers advanced AI research, practical deployments, and the changing role of machine learning in business and technology. Across episodes, listeners encounter deep dives into topics like scale, inference, agentic systems, and applied research from academia and industry, often featuring leaders who bridge theory and real-world impact. Notable strengths include access to world-class researchers and practitioners, thoughtful probing questions, and a willingness to explore contentious or frontier areas with clear takeaways for engineers, researchers, and decision-makers. A few episodes highlight how governance, safety, and measurable outcomes shape enterprise AI, while sponsorships and topical guests occasionally illumin... more

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Which podcasts are similar to The TWIML AI Podcast?

These podcasts share a similar audience with The TWIML AI Podcast:

1. Practical AI
2. Machine Learning Street Talk (MLST)
3. Super Data Science: ML & AI Podcast with Jon Krohn
4. No Priors: Artificial Intelligence | Technology | Startups
5. Dwarkesh Podcast

How many episodes of The TWIML AI Podcast are there?

The TWIML AI Podcast launched 10 years ago and published 793 episodes to date. You can find more information about this podcast including rankings, audience demographics and engagement in our podcast database.

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What guests have appeared on The TWIML AI Podcast?

Recent guests on The TWIML AI Podcast include:

1. Max Welling
2. Fatih Porikli
3. Damian Borth
4. Alex Wiltschko
5. Devvret Rishi
6. Alex Bowcut
7. Jure Leskovec
8. Scott Clark

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