• EP 58: Jon Brewton from data²

  • Nov 21 2024
  • Duración: 1 h y 10 m
  • Podcast

EP 58: Jon Brewton from data²

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  • Resumen

  • AI and energy might sound like an odd couple, but data² is making it a match made in industrial heaven. With their GraphRAG tech hitting 99% accuracy, they’re tackling billion-dollar challenges like well abandonment and lease block acquisition while rethinking how the energy sector uses AI. Led by John Brewton, who’s blended big-league experience from Chevron with cutting-edge tech smarts, the team’s unique mix of energy pros, tech experts, and even military minds is driving solutions that are agile, scalable, and downright impressive. This isn’t just about data—it’s about turning AI into a true industry game-changer.

    https://mineralconference.com/register/sign-up/

    Digital Wildcatters brings the energy community together through events, cutting-edge content, and powerful tools. Join our online community at collide.io. Engage with experts, level up your career, and ask Collide AI your toughest technical questions.

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    Click here to view the episode transcript.

    00:00 - Intro
    03:36 - MIT Robot Learning Breakthrough
    06:24 - DataSqured’s Secret Sauce
    11:09 - Introduction to ContextSmith
    14:15 - Jon’s Background and Founding of ContextSmith
    21:59 - ExtraaD and Graph Usage
    23:40 - Understanding Graph Databases
    29:44 - Model Training Techniques
    32:28 - Introduction to RAG
    40:45 - Tech Community Challenges
    42:49 - Transition from POC to Production
    44:49 - AI Limitations: "I Don't Know"
    46:05 - Canvass AI Functionality
    54:35 - Data Integration into Models
    56:13 - A2D and Data Hosting Environments
    1:00:26 - Speed Round
    1:04:08 - Vector Databases Insights
    1:05:27 - Houston Restaurants Discussion

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