Practical AI: Machine Learning, Data Science
Technology
Daniel & Chris explore the state of the art in prompt engineering with Jared Zoneraich, the founder of PromptLayer. PromptLayer is the first platform built specifically for prompt engineering. It can visually manage prompts, evaluate models, log LLM requests, search usage history, and help your organization collaborate as a team. Jared provides expert guidance in how to be implement prompt engineering, but also illustrates how we got here, and where we’re likely to go next.
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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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