Practical AI: Machine Learning, Data Science
Technology
In this fully connected episode, Daniel & Chris discuss NVIDIA GTC keynote comments from CEO Jensen Huang about teaching kids to code. Then they dive into the notion of “community” in the AI world, before discussing challenges in the adoption of generative AI by non-technical people. They finish by addressing the evolving balance between generative AI interfaces and search engines.
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AI predictions for 2024
Open source, on-disk vector search with LanceDB
The state of open source AI
Suspicion machines ⚙️
The OpenAI debacle (a retrospective)
Generating product imagery at Shopify
AI trailblazers putting people first
Government regulation of AI has arrived
Self-hosting & scaling models
Deep learning in Rust with Burn 🔥
AI's impact on developers
Generative models: exploration to deployment
Automate all the UIs!
Fine-tuning vs RAG
Automating code optimization with LLMs
The new AI app stack
Blueprint for an AI Bill of Rights
Vector databases (beyond the hype)
There's a new Llama in town
Legal consequences of generated content
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