Applied AI
- Can AI Make You World Class at Something You Know Nothing About?
How I built a vision model that outperformed everything while not understanding how a single line of the code worked.
- Objectives: A Lightweight Way to Keep Agents on Track for Long-Running Tasks
A prompt and a few files that keep a coding agent on track for long-running tasks, without building orchestration.
- AI Darwinism: Why RAG Will Never Die
Understand why Retrieval-Augmented Generation (RAG) remains crucial for LLM performance and efficiency, even with massive context windows, by viewing it as context optimization.
- The Secret to Better LLM Outputs: Multiple Structured Reasoning Steps
Enhance LLM outputs using structured reasoning steps. Learn a practical approach that improves reliability and quality in generating responses.