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Noam Shazeer and Jack Rae: Scaling Test-time Compute, Reactions to Ilya & AGI

On the latest episode of Unsupervised Learning, Jacob is joined by two of the most influential minds in AI today.

🔹 Noam Shazeer, co-inventor of the Transformer
🔹 Jack Rae, Research Director at DeepMind and one of the leads behind Gemini’s Flash Thinking

We got to ask them all of the top-of-mind questions in AI today about where we are, where we’re headed and what it means for businesses and the world. Some key take-aways:

0:00 Intro
2:07 Exploring Gemini 2.0
4:41 Challenges with Evals and Benchmarks
6:51 Reinforcement Loops and AI Productivity
8:52 Agentic Coding and AI in Development
13:39 Multimodal Capabilities and Applications
15:58 Future of AI: Complexity and Reliability
19:39 Test Time Compute and Data Efficiency
31:57 AI Research Culture and Breakthroughs
39:36 Reflecting on Large Language Models
40:14 The Rise of Vision-Based Models
41:38 Native Image Generation and General Purpose Models
42:12 AI in Healthcare and Specialized Models
44:09 Shifting Timelines and Rapid Adoption
47:25 Open Source Models and Competitive Edge
50:07 AI's Impact on Education and Personal Lives
55:47 AGI Risks and Safety Considerations
58:10 Future of AI Companions
1:02:54 Quickfire

With your co-hosts: 
@jacobeffron 
- Partner at Redpoint, Former PM Flatiron Health 
@patrickachase 
- Partner at Redpoint, Former ML Engineer LinkedIn 
@ericabrescia 
- Former COO Github, Founder Bitnami (acq’d by VMWare) 
@jordan_segall 
- Partner at Redpoint

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YouTube is one of the largest platforms for sharing videos and music worldwide, offering a vast catalog of content ranging from music videos to live recordings of famous artists. This is where the need to download music from YouTube in formats like MP3 or MP4 comes in. In this article, we will explore how you can do this quickly, easily, and for free using online tools.

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How to Download Music from YouTube Using an Online Tool

Here are the general steps to download music from YouTube using an online tool:

  1. Find the video on YouTube: Go to YouTube and find the video or music you want to download.
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  3. Access our online tool: Open the website of your chosen online tool in another tab or browser window.
  4. Paste the URL: Paste the video URL into the search box of the online tool, usually labeled "Paste the URL here".
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Remember to respect copyright when downloading and using content from YouTube. It is important to use these tools for personal or non-commercial purposes and not to illegally share or distribute copyrighted content.

Conclusion

Downloading music from YouTube in MP3 or MP4 formats is a convenient way to access your favorite content offline and customize your music experience. With the help of free online tools, this process becomes simple and accessible to anyone. Always remember to respect copyright and use these tools ethically and legally.

Download and convert YouTube videos to MP3 with our fast and easy audio converter. Our service is free and no account is needed.

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