Meta researchers introduce 'hyperagents' to unlock self-improving AI for non-coding tasks Meta's new hyperagent framework breaks the AI "maintenance wall," allowing systems to autonomously rewrite their own logic and scale across tasks without constant human engineering. Published: 2026-04-15