Building Domain-Specific Annotation Tools with FastHTML: Lessons from Isaac Flath
How Isaac Flath built a medical flashcard annotation tool for AnkiHub using FastHTML, and why custom annotation tools beat generic ones for complex domains.
Artificial intelligence
LLM Evals Course Lesson 3: Building Automated Evaluators
Notes from lesson 3 of Hamel and Shreya's LLM evaluation course - implementing automated evaluators, building reliable LLM-as-judge systems, and avoiding common pitfalls.
Three Things I Learned About Voice Agents from Kwindla Kramer
Three thigns I learned about voice agent architecture, context limitations, and latency trade-offs.
LLM Evals Course: Lesson 2b (office hrs)
A few things from Evals Course office hrs following lesson 2 of Hamel and Shreya's LLM evaluation course.
AI Demystified Book by Antonio Weiss
Pearson FT published AI Demystified offers a gentle introduction for business leaders who want to understand how AI might impact their field.
LLM Evals Lesson 2 Error Analysis
Notes from lesson 2 of Hamel and Shreya's LLM evaluation course - covering error analysis, open and axial coding, and systematic approaches to understanding where AI systems fail.