# The Harness Singularity: Inside Weco AI's Breakthrough in Self-Improving Agents

> Source: <https://aiflash.com/content/the-harness-singularity-inside-weco-ais-breakthrough-in-self-improving-agents/>
> Published: 2026-09-26 21:26:42+00:00

In a landmark Machine Learning Street Talk feature, Weco AI CEO Zhengyao Jiang unveils how autonomous harnesses are outperforming human R&D teams. By shifting recursive self-improvement from neural weights to agentic scaffolding, Weco's AID system generated alien yet highly generalizable code—achieving seven accepted OpenAI records and introducing self-evolved anti-cheating mechanisms.