LLMsRAGProduction
WHY RAG PIPELINES FAIL IN PRODUCTION
MAR 2025 · 4 MIN READ
Most retrieval-augmented generation systems fail not because the embeddings are wrong, but because the chunking strategy misunderstands how humans ask questions.
FIELD DISPATCHES
3 PUBLISHED RECORDSMLOpsProductEngineering
THE GAP BETWEEN MODEL ACCURACY AND PRODUCT VALUE
FEB 2025 · 6 MIN READ
A model with 94% accuracy and one with 91% accuracy can produce identical user experiences.
Computer VisionProductionSystems
WHAT COMPUTER VISION STILL CAN'T DO IN 2025
JAN 2025 · 5 MIN READ
Computer vision models are remarkably capable at pattern recognition in controlled distributions. They remain fundamentally brittle everywhere else.