Research

Papers

A curated digest of recent prompt-engineering, agentic, and AI-security research. Each paper: a 3-sentence TL;DR, why it matters for practitioners, and how to put it to work.

1 paper in Applied

Applied May 2020 arXiv: 2005.11401

Retrieval-Augmented Generation for Knowledge-Intensive NLP Tasks

Coined the term RAG. Showed that combining a language model with retrieval over a knowledge base beats fine-tuning on knowledge-intensive tasks while staying updateable without retraining. The foundation of every modern document-chat, support bot, and enterprise search app.

Patrick Lewis, Ethan Perez, Aleksandara Piktus +9

Papers

Retrieval-Augmented Generation for Knowledge-Intensive NLP Tasks