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Artwork for Unsupervised Learning

Unsupervised Learning with Jacob Effron

by Redpoint Ventures
Openai
Generative AI
Chatgpt
Healthcare AI
Intercom
Oscar Health
Suno
Sourcegraph
Microsoft
Search Technology
Personalization
Gpt-4
Replit
Software Engineering
AI Coding Solutions
AI Doctors
Customer Service
Salesforce
Open Source
Large Language Models

We probe the sharpest minds in AI in search for the truth about what’s real today, what will be real in the future and what it all means for businesses and the world. If you’re a builder, researcher or investor navigating the AI world, this podcast will help you deconstruct and understand the most important breakthroughs and see a clearer picture of reality. Follow this show and consider enabling ... more

PublishesTwice monthlyEpisodes90Founded3 years ago
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Technology

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Artwork for Unsupervised Learning

Latest Episodes

Serval is one of the fastest-growing AI-native enterprise software companies right now, and this episode is a rare inside look at the deliberate architectural, go-to-market, and talent decisions behind that growth. Jake Stauch breaks down why he made... more

Max Jungestål, CEO of Legora, joins Jacob Effron and Logan Bartlett to discuss the company's $550M Series D and share a candid account of what building an AI-native company at speed actually looks like from the inside.

Max argues that the AI applica... more

This episode features Jerry Tworek, a key architect behind OpenAI's breakthrough reasoning models (o1, o3) and Codex, discussing the current state and future of AI. Jerry explores the real limits and promise of scaling pre-training and reinforcement ... more

Ari Morcos and Rob Toews return for their spiciest conversation yet. Fresh from NeurIPS, they debate whether models are truly plateauing or if we're just myopically focused on LLMs while breakthroughs happen in other modalities.

They reveal why infi... more

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Recent Guests

Max Jungestål
CEO of Legora
Legora
Episode: Ep 82: Behind Legora's $550M Raise, Model Competition, Doubling Revenue Every Quarter, & US Expansion
Jerry Tworek
Former VP of Research at OpenAI
OpenAI
Episode: Ep 81: Ex-OpenAI Researcher On Why He Left, His Honest AGI Timeline, & The Limits of Scaling RL
Edwin Chen
CEO of Surge AI
Surge AI
Episode: Ep 80: CEO of Surge AI Edwin Chen on Why Frontier Labs Are Diverging, RL Environments & Developing Model Taste
Dianne Na Penn
Head of Product for Research at Anthropic
Anthropic
Episode: Ep 77: Anthropic’s Dianne Na Penn on Opus 4.5, Rethinking Model Scaffolding & Safety as a Competitive Advantage
Ari Morcos
CEO and co-founder of Datalogy AI
Datalogy AI
Episode: AI Round Up: Ari Morcos from Datalogy AI and Rob Toews from Radical VC on AI Talent Wars, xAI’s $200B Valuation, & Google’s Comeback
Rob Toews
Partner at Radical Ventures, leading the firm's Bay Area office
Radical Ventures
Episode: AI Round Up: Ari Morcos from Datalogy AI and Rob Toews from Radical VC on AI Talent Wars, xAI’s $200B Valuation, & Google’s Comeback
Oliver Wang
Expert on Nano Banana and image models
Google
Episode: Ep 75: Nano Banana’s Oliver Wang and Nicole Brichtova - Behind the Breakthrough as Gemini Tops the Charts
Nicole Brichtova
AI researcher involved in Nano Banana's development
Google
Episode: Ep 75: Nano Banana’s Oliver Wang and Nicole Brichtova - Behind the Breakthrough as Gemini Tops the Charts
Peter Deng
General Partner and Investor
Felicis
Episode: Ep 73: General Partner of Felicis Peter Deng on on AI Pricing Tactics, Reaction to GPT-5 & Why Voice is Underrated

Host

Jacob Effron
Host of Unsupervised Learning, Redpoint Ventures

Reviews

4.9 out of 5 stars from 228 ratings
  • Awesome podcast

    Great guests great questions love it

    Apple Podcasts
    5
    hadrianwho?
    United States10 months ago
  • Strongly recommend

    One of the best podcasts in AI.

    Apple Podcasts
    5
    Frank-manu
    Canada10 months ago
  • Incredible

    Thank you so much for this podcast. Very informative and I can’t wait for each episode!

    Apple Podcasts
    5
    Awsedrftgyhujikolm
    United Statesa year ago
  • Thank you Redpoint for doing the hard work of keeping up with AI!

    Amazing way to keep up with AI’s rapidly evolving impact on all sorts of industries! Unsupervised learning, indeed.

    Apple Podcasts
    5
    amooradian
    United States3 years ago

Listeners Say

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

Listeners appreciate the depth and candor, with guests who are practitioners rather than hype-makers.
The show balances technical rigor with business relevance, making AI trends actionable.
Guests bring frontline insights from labs, startups, and investing, which keeps episodes fresh and high-signal.
Quality production and thoughtful questions help demystify complex topics for a business audience.

Chart Rankings

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Apple Podcasts
#136
Hong Kong/Technology

Talking Points

Recent interactions between the hosts and their guests.

Ep 82: Behind Legora's $550M Raise, Model Competition, Doubling Revenue Every Quarter, & US Expansion
Q: What opportunities and constraints do you see with AI-enabled services in law, and will Legora pivot into running a fully AI-native service firm or stay as a software provider?
Legora intends to remain primarily a software provider that enables AI-native workflows for clients, arguing that even the strongest firms would still partner with Legora's platform rather than build a competing service from scratch. The emphasis is on enabling others to scale and transform through AI, rather than replacing firms with an in-house AI service.
Ep 80: CEO of Surge AI Edwin Chen on Why Frontier Labs Are Diverging, RL Environments & Developing Model Taste
Q: In your view, should companies be training their own models?
Yes, every company should eventually train their own models to ensure they meet their specific needs and optimize effectively.
Ep 80: CEO of Surge AI Edwin Chen on Why Frontier Labs Are Diverging, RL Environments & Developing Model Taste
Q: What do you think the best companies are doing to measure if their models are getting better?
The best companies focus on high-quality benchmarks and rigorous human evaluations to assess model performance beyond synthetic metrics.
Ep 76: Sora Creators Bill Peebles, Rohan Sahai & Thomas Dimson on Their Unexpected Viral Success
Q: Can you talk a little bit about what that journey has been like over the past month?
They have had the opportunity to chat with various facets of society since launching Sora, which revealed both excitement and concerns from rights holders.
Ep 76: Sora Creators Bill Peebles, Rohan Sahai & Thomas Dimson on Their Unexpected Viral Success
Q: What was the strangest thing you threw out?
They had a prototype of a social media stream inside of ChatGPT, which evolved into a Reddit-style thread but was found to be less effective.

Audience Metrics

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Frequently Asked Questions About Unsupervised Learning

What is Unsupervised Learning about and what kind of topics does it cover?

A technology-focused interview show that pulls in leading AI researchers, engineers, and investors to discuss current capabilities, framing the real-world implications for businesses and developers. Episodes frequently center on model design, evaluation, safety, enterprise adoption, and the shifting hardware/software landscape, with guests from OpenAI, Anthropic, Google, and VC firms sharing practical insights on building, evaluating, and deploying AI at scale. The host and guests often challenge hype with first-hand experiences, exploring topics like benchmarking, generalization, data quality, and the future mix of specialized models versus general-purpose systems. A standout through-line is a pragmatic, business-facing view of AI progress... more

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1. No Priors: Artificial Intelligence | Technology | Startups
2. Latent Space: The AI Engineer Podcast
3. Training Data
4. Dwarkesh Podcast
5. AI + a16z

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Unsupervised Learning launched 3 years ago and published 90 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 Unsupervised Learning?

Recent guests on Unsupervised Learning include:

1. Max Jungestål
2. Jerry Tworek
3. Edwin Chen
4. Dianne Na Penn
5. Ari Morcos
6. Rob Toews
7. Oliver Wang
8. Nicole Brichtova

To view more recent guests and their details, simply upgrade your Rephonic account. You'll also get access to a typical guest profile to help you decide if the show is worth pitching.

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