Research2 min read
Meta's Hyperagents Don't Just Improve at Tasks — They Improve at Improving
Researchers at Meta and the University of British Columbia have built 'hyperagents' that can rewrite both the task-solving part of their code and the mechanism they use to improve. Unlike prior self-improving AI, the optimization loop itself becomes subject to optimization — breaking through the ceiling that has limited recursive self-improvement since the concept was first formalized.