Pipelign Articles
Exploring AI, engineering, and the knowledge that connects decisions to action.
- PIPELIGN-WP-003
From Prediction to Action
A twelve-page, plain-language guide to language models and agents. It covers training, inference, model scale, and how feedback improves coding and reasoning. Tool use, harnesses, and general-purpose agents are illustrated through a coding-agent example and a growing-context walkthrough. The paper shows how next-token prediction, training choices, and connected tools fit together, and closes with a two-page glossary.