Meta-Agent Challenge

A new wave of long-horizon agent benchmarks, including Agents' Last Exam, SWE-Marathon, the Meta-Agent Challenge, and Arena's Agent Mode, reveals a fundamental trade-off between realism and verifiabil…

Researchers introduced the Meta-Agent Challenge (MAC), a new benchmark evaluating whether AI models can autonomously develop agent systems rather than simply execute predefined tasks. Testing showed t…