Evidence item

Help Net Security reports agent effort remained below total human labor in June 2026, implying an even lower ratio in April. DIRECT_TEXT

Authenticity UNVERIFIED · extraction UNVERIFIED · independence group none (unreviewed) · created seq 10613

Source: OpenAI just hit a milestone on the road to self-improving AI · locator {} · excerpt hash sha256:607568efda60f4dac550bea09acc6dfadd25cd84908b847be347c417d4245282

The research organization logs 3.1 agent-workdays of effort for every eight hours of human labor. In June 2026, agent effort remained below total human labor.