World Model · podcast knowledge graph

The Evolution of AI Agents: Lessons from 2024, with MultiOn CEO Div Garg

2024-12-03 · 87 min · 26 entities

episode page audio

Asserted relationships

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    evidence rules-v4
    Link in episode "The Evolution of AI Agents: Lessons from 2024, with MultiOn CEO Div Garg": https://podcasts.apple.com/de/podcast/the-cognitive-revolution-ai-builders-researchers-and/id1669813431
  • → appeared on "The Cognitive Revolution" podcast
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    evidence rules-v4
    The Evolution of AI Agents: Lessons from 2024, with MultiOn CEO Div Garg
  • → hosted by Erik Torenberg, Nathan Labenz person
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    evidence rules-v4
    Feed author/publisher: Erik Torenberg, Nathan Labenz
  • → works at MultiOn company
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    evidence rules-v4
    CEO of MultiOn
  • → works at MultiOn company
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    evidence rules-v4
    CEO of MultiOn
  • → discusses Society & Culture concept
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    evidence rules-v4
    Feed category: Society & Culture
  • → discusses Technology concept
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    evidence rules-v4
    Feed category: Technology
  • → discusses Business concept
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    Feed category: Business
  • → discusses Entrepreneurship concept
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    Feed category: Entrepreneurship
  • → hosted by Turpentine company
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    evidence rules-v4
    Feed author/publisher: Turpentine
  • → references @CognitiveRevolutionPodcast website
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    evidence rules-v4
    Link in episode "The Evolution of AI Agents: Lessons from 2024, with MultiOn CEO Div Garg": https://youtube.com/@CognitiveRevolutionPodcast
  • → references wandb.me website
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    evidence rules-v4
    Link in episode "The Evolution of AI Agents: Lessons from 2024, with MultiOn CEO Div Garg": https://wandb.me/cr
  • → references multion.ai website
    0.38
    evidence rules-v4
    Link in episode "The Evolution of AI Agents: Lessons from 2024, with MultiOn CEO Div Garg": https://multion.ai/

Entities found in this episode

concepts 9

  • mentioned Society & Culture concept
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    evidence rules-v4
    Feed category: Society & Culture
  • mentioned Technology concept
    0.50
    evidence rules-v4
    Feed category: Technology
  • mentioned Business concept
    0.50
    evidence rules-v4
    Feed category: Business
  • mentioned Entrepreneurship concept
    0.50
    evidence rules-v4
    Feed category: Entrepreneurship
  • discusses Society & Culture concept
    0.40
    evidence rules-v4
    Feed category: Society & Culture
  • discusses Technology concept
    0.40
    evidence rules-v4
    Feed category: Technology
  • discusses Business concept
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    evidence rules-v4
    Feed category: Business
  • discusses Entrepreneurship concept
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    evidence rules-v4
    Feed category: Entrepreneurship
  • mentioned CEO concept
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    evidence rules-v4
    CEO

websites 6

  • mentioned @CognitiveRevolutionPodcast website
    0.45
    evidence rules-v4
    Link in episode "The Evolution of AI Agents: Lessons from 2024, with MultiOn CEO Div Garg": https://youtube.com/@CognitiveRevolutionPodcast
  • mentioned wandb.me website
    0.45
    evidence rules-v4
    Link in episode "The Evolution of AI Agents: Lessons from 2024, with MultiOn CEO Div Garg": https://wandb.me/cr
  • mentioned multion.ai website
    0.45
    evidence rules-v4
    Link in episode "The Evolution of AI Agents: Lessons from 2024, with MultiOn CEO Div Garg": https://multion.ai/
  • references @CognitiveRevolutionPodcast website
    0.38
    evidence rules-v4
    Link in episode "The Evolution of AI Agents: Lessons from 2024, with MultiOn CEO Div Garg": https://youtube.com/@CognitiveRevolutionPodcast
  • references wandb.me website
    0.38
    evidence rules-v4
    Link in episode "The Evolution of AI Agents: Lessons from 2024, with MultiOn CEO Div Garg": https://wandb.me/cr
  • references multion.ai website
    0.38
    evidence rules-v4
    Link in episode "The Evolution of AI Agents: Lessons from 2024, with MultiOn CEO Div Garg": https://multion.ai/

companys 5

  • mentioned Turpentine company
    0.70
    evidence rules-v4
    Feed author/publisher: Turpentine
  • mentioned MultiOn company
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    evidence rules-v4
    CEO of MultiOn
  • works at MultiOn company
    0.50
    evidence rules-v4
    CEO of MultiOn
  • works at MultiOn company
    0.50
    evidence rules-v4
    CEO of MultiOn
  • hosted by Turpentine company
    0.40
    evidence rules-v4
    Feed author/publisher: Turpentine

podcasts 3

  • 0.90
    evidence rules-v4
    Link in episode "The Evolution of AI Agents: Lessons from 2024, with MultiOn CEO Div Garg": https://podcasts.apple.com/de/podcast/the-cognitive-revolution-ai-builders-researchers-and/id1669813431
  • 0.77
    evidence rules-v4
    Link in episode "The Evolution of AI Agents: Lessons from 2024, with MultiOn CEO Div Garg": https://podcasts.apple.com/de/podcast/the-cognitive-revolution-ai-builders-researchers-and/id1669813431
  • appeared on "The Cognitive Revolution" podcast
    0.68
    evidence rules-v4
    The Evolution of AI Agents: Lessons from 2024, with MultiOn CEO Div Garg

persons 3

  • mentioned MultiOn CEO Di person
    0.72
    evidence rules-v4
    The Evolution of AI Agents: Lessons from 2024, with MultiOn CEO Div Garg
  • 0.70
    evidence rules-v4
    Feed author/publisher: Erik Torenberg, Nathan Labenz
  • 0.55
    evidence rules-v4
    Feed author/publisher: Erik Torenberg, Nathan Labenz
Episode description as stored
In this episode of The Cognitive Revolution, Nathan welcomes back Div Garg, Co-Founder and CEO of MultiOn, for his third appearance to discuss the evolving landscape of AI agents. We explore how agent development has shifted from open-ended frameworks to intelligent workflows, MultiOn's unique approach to agent development, and their journey toward achieving human-level performance. Dive into fascinating insights about data collection strategies, model fine-tuning techniques, and the future of agent authentication. Join us for an in-depth conversation about why 2025 might be the breakthrough year for AI agents. Check out MultiOn: https://www.multion.ai/ Help shape our show by taking our quick listener survey at https://bit.ly/TurpentinePulse SPONSORS: Oracle Cloud Infrastructure (OCI): Oracle's next-generation cloud platform delivers blazing-fast AI and ML performance with 50% less for compute and 80% less for outbound networking compared to other cloud providers13. OCI powers industry leaders with secure infrastructure and application development capabilities. New U.S. customers can get their cloud bill cut in half by switching to OCI before December 31, 2024 at https://oracle.com/cognitive SelectQuote: Finding the right life insurance shouldn't be another task you put off. SelectQuote compares top-rated policies to get you the best coverage at the right price. Even in our AI-driven world, protecting your family's future remains essential. Get your personalized quote at https://selectquote.com/cognitive Weights & Biases RAG++: Advanced training for building production-ready RAG applications. Learn from experts to overcome LLM challenges, evaluate systematically, and integrate advanced features. Includes free Cohere credits. Visit https://wandb.me/cr to start the RAG++ course today. RECOMMENDED PODCAST: Unpack Pricing - Dive into the dark arts of SaaS pricing with Metronome CEO Scott Woody and tech leaders. Learn how strategic pricing drives explosive revenue growth in today's biggest companies like Snowflake, Cockroach Labs, Dropbox and more. Apple: https://podcasts.apple.com/us/podcast/id1765716600 Spotify: https://open.spotify.com/show/38DK3W1Fq1xxQalhDSueFg CHAPTERS: (00:00:00) Teaser (00:00:40) About the Episode (00:04:10) The Rise of AI Agents (00:06:33) Open-Ended vs On-Rails (00:10:00) Agent Architecture (00:12:01) AI Learning & Feedback (00:14:01) Data Collection (Part 1) (00:18:27) Sponsors: Oracle Cloud Infrastructure (OCI) | SelectQuote (00:20:51) Data Collection (Part 2) (00:22:25) Self-Play & Rewards (00:25:04) Model Strategy & Agent Q (00:33:28) Sponsors: Weights & Biases RAG++ (00:34:39) Understanding Agent Q (00:43:16) Search & Learning (00:45:39) Benchmarks vs Reality (00:50:18) Positive Transfer & Scale (00:51:47) Fine-Tuning Strategies (00:55:16) Vision Strategy (01:00:16) Authentication & Security (01:03:48) Future of AI Agents (01:16:14) Cost, Latency, Reliability (01:19:30) Avoiding the Bitter Lesson (01:25:58) Agent-Assisted Future (01:27:11) Outro SOCIAL LINKS: Website: https://www.cognitiverevolution.ai Twitter (Podcast): https://x.com/cogrev_podcast Twitter (Nathan): https://x.com/labenz LinkedIn: https://www.linkedin.com/in/nathanlabenz/ Youtube: https://www.youtube.com/@CognitiveRevolutionPodcast Apple: https://podcasts.apple.com/de/podcast/the-cognitive-revolution-ai-builders-researchers-and/id1669813431 Spotify: https://open.spotify.com/show/6yHyok3M3BjqzR0VB5MSyk