• Gradient Dissent: Conversations on AI

  • Written by: Lukas Biewald
  • Podcast

Gradient Dissent: Conversations on AI

Written by: Lukas Biewald
  • Summary

  • Join Lukas Biewald on Gradient Dissent, an AI-focused podcast brought to you by Weights & Biases. Dive into fascinating conversations with industry giants from NVIDIA, Meta, Google, Lyft, OpenAI, and more. Explore the cutting-edge of AI and learn the intricacies of bringing models into production.
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Episodes
  • Building the future of collaborative AI development with Akshay Agrawal
    Jan 7 2025

    In this episode of Gradient Dissent, Akshay Agrawal, Co-Founder of Marimo, joins host Lukas Biewald to discuss the future of collaborative AI development.

    They dive into how Marimo is enabling developers and researchers to collaborate seamlessly on AI projects, the challenges of scaling AI tools, and the importance of fostering open ecosystems for innovation. Akshay shares insights into building a platform that empowers teams to iterate faster and solve complex AI challenges together.

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    41 mins
  • Evaluating LLMs with Chatbot Arena and Joseph E. Gonzalez
    Dec 17 2024

    In this episode of Gradient Dissent, Joseph E. Gonzalez, EECS Professor at UC Berkeley and Co-Founder at RunLLM, joins host Lukas Biewald to explore innovative approaches to evaluating LLMs.

    They discuss the concept of vibes-based evaluation, which examines not just accuracy but also the style and tone of model responses, and how Chatbot Arena has become a community-driven benchmark for open-source and commercial LLMs. Joseph shares insights on democratizing model evaluation, refining AI-human interactions, and leveraging human preferences to improve model performance. This episode provides a deep dive into the evolving landscape of LLM evaluation and its impact on AI development.

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    56 mins
  • AI’s breakthrough in weather forecasting with Brightband’s Julian Green
    Nov 26 2024

    In this episode of Gradient Dissent, Julian Green, Co-founder & CEO of Brightband, joins host Lukas Biewald to discuss how AI is transforming weather forecasting and climate solutions.

    They explore Brightband's innovative approach to using AI for extreme weather prediction, the shift from physics-based models to AI-driven forecasting, and the potential for democratizing weather data. Julian shares insights into building trust in AI for critical decisions, navigating the challenges of deep tech entrepreneurship, and the broader implications of AI in mitigating climate risks. This episode delves into the intersection of AI and Earth systems, highlighting its transformative impact on weather and climate decision-making.

    🎙 Get our podcasts on these platforms:

    Apple Podcasts: http://wandb.me/apple-podcasts

    Spotify: http://wandb.me/spotify

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    YouTube: http://wandb.me/youtube

    Connect with Julian Green:

    @juliangreensf

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    50 mins

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