『Ep. 55: Weight, What? An Introduction to Open Source AI Models』のカバーアート

Ep. 55: Weight, What? An Introduction to Open Source AI Models

Ep. 55: Weight, What? An Introduction to Open Source AI Models

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In this episode I dig into open weight and open source AI models: what they actually are, why they keep showing up in AI news, and why I think they’re central to future-proofing our AI usage. I cover a bit of the technical aspect, the economic factors at play, and make the case that open weight models are a true hedge against getting stuck forever paying whatever a handful of AI companies decide to charge while simultaneously worrying that access could just be stripped away at any moment.

Main Topics Covered
  • What open weight and open source models actually are
  • Why open models matter: market pricing and individual sovereignty
  • Open weight vs. open source definitions
  • Why it's called "open weight" (parameters refresher)
  • Who's releasing open weight models
  • Why companies release open weight models
  • Why individuals would choose an open model
  • How to try an open weight model yourself
  • Nvidia CEO Jensen Huang's open letter and Anthropic's response
  • How I used AI this week: Claude's Scheduled Tasks feature
Links & Resources for This Episode
  • Listen to Ep. 17: Will ChatGPT Get Old Navy'd?
  • Read this episode's Curious Companion
  • Subscribe to the Prompting Curiosity newsletter
  • Submit a Question
  • Visit the Website
  • Feeling curious AND generous? Click here to support the podcast.
Chapters
  • (00:00:05) - Promoting Curiosity: The AI Curious
  • (00:00:38) - Requiring Curiosity
  • (00:01:07) - Open Source vs Open Weight
  • (00:01:56) - Open Weight Models: Do They Even Work?
  • (00:08:05) - What is an Open Weight Model?
  • (00:12:43) - What are the Open Weight Models
  • (00:14:16) - Open Weight vs Frontier: The Differences
  • (00:17:14) - Open vs Closed PPT: The Pricing
  • (00:18:59) - On OpenAI and its "free" models
  • (00:21:11) - Choosing the right cloud provider
  • (00:22:09) - Local vs. Hosting: More Tech, More Privacy
  • (00:23:13) - Open Weight Models: How to Try them
  • (00:26:02) - Nvidia's CEO on OpenAI and the Future of AI
  • (00:28:51) - How I Used AI This Week
  • (00:31:25) - Coming Soon: The Curious Companion
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