The Blog
Deep dives, paper summaries, tutorials, opinion, and benchmarks for engineers building with AI.
Deep Dives
The LLM Architecture Landscape in 2026
A visual guide to transformer variants, attention mechanisms, and the emerging architectures reshaping the field.
Tutorials
RAG in Production: What Nobody Tells You
Hard-won lessons from deploying retrieval-augmented generation at scale.
Paper Summaries
Paper Summaries: Week 20
Three arXiv papers worth reading this week — what changed, what's useful, what's oversold.
Benchmarks
LLM Benchmarks: A Reality Check
Most benchmark comparisons are misleading. Here's how to read them without getting fooled.
Opinion
Why Most Fine-Tuning Advice Is Wrong
Common fine-tuning recommendations don't hold up under scrutiny. Here's what actually works.