A predicted 8–12-week crossroads for open-source AI models

In an October 4, 2026 post, a user predicted that open-source models had 8–12 weeks to improve dramatically and enter a self-improving loop or be left behind. The user claimed frontier labs were already in that phase and expected big open-source announcements soon.