Prompt Engineering Patterns That Actually Work in Production
The gap between a working demo and a reliable production system is engineering discipline around inputs, outputs, and failure handling.
The gap between a working demo and a reliable production system is engineering discipline around inputs, outputs, and failure handling.
A lean, locally deployable RAG framework that allows a compact 1.5B model to rival much larger models on domain tasks.
The future of AI lies in compact, efficient small language models that deliver powerful capabilities directly on edge devices.
Deploying a RAG system is straightforward. Knowing whether it actually works is harder.
ML models trained on wildlife audio are enabling conservation researchers to monitor biodiversity at unprecedented scale.
A foundation model combining satellite imagery with climate data to produce high-resolution planetary maps.
An AI system linking fragmented historical records across languages and centuries to reveal hidden connections.
Gemini's Deep Think reasoning mode reaches gold-medal performance on IMO-level mathematical problems.
A genomics foundation model predicting gene expression, regulatory elements, and variant effects across the human genome.
AI weather models improve cyclone track and intensity forecasting, giving communities more lead time for preparation.