Intel / article

Agentic Data Engineering for LLMs: System Design and a Controlled Empirical Study

Source: arxiv.org
Author: Ruomeng Ding, Qianli Shen, Zhaoyang Han, Meixin Chen, Daoyuan Chen, Yaliang Li
Date: Published Oct 14, 2026

Why it matters

Agents that use cumulative experiment feedback found data and reward strategies that beat generic baselines on held-out benchmarks. This is a concrete pattern for automating training-data engineering.

Terms in this piece · Glossary

LLM — A large language model — the neural network behind tools like Claude and ChatGPT, trained on huge amounts of text to predict what comes next.

Read the source arxiv.org