5 articles
Practical tutorials and guides for putting AI to work.
A practical, step-by-step guide to retrieval-augmented generation: chunking, embeddings, vector search and the prompt that ties it all together.
A field guide to instructing autonomous agents: scope, tools, stopping conditions and the escalation rules that keep humans in control.
Public leaderboards will not tell you how a model performs on your task. Build a small, honest evaluation set and let the numbers decide.
A practical setup for triaging, summarising and drafting email replies with AI, while keeping a human hand on everything that gets sent.
You do not need a research lab to build a useful agent. A simple loop, two tools and a clear goal will get you surprisingly far.