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
- 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.
- (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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