PaperAgent

Jun 7, 2026 · Artificial Intelligence

How 100 Samples Let LLMs Master New Domains – The DOMINO Agent Breakthrough

The article explains how the DOMINO method lets large language models learn a domain from just dozens of real examples instead of hand‑written prompts, describes its trainable "domain switch" architecture, and shows experimental gains on time‑varying code tasks, highlighting more robust and diverse data synthesis.