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Hyperagents

Published in arXiv (Cornell University) • Mar 19, 2026
NobleIDNI4P15W78R14S53
Authors:
Jenny Zhang
,
Bingchen Zhao
,
Wannan Yang

Abstract

Self-improving AI systems aim to reduce reliance on human engineering by learning to improve their own learning and problem-solving processes. Existing approaches to self-improvement rely on fixed, handcrafted meta-level mechanisms, fundamentally limiting how fast such systems can improve. The Darwi...

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