Tibo Sottiaux posted that recent results show Codex serving as an effective harness. He wrote that it will seem primitive in two to three months and that another major evolution in frontier AI use is coming. He added that the next generation of models will need more than a laptop. Several AI researchers, creators, and commentators quoted the post or replied with short reactions such as expressions of readiness or notes on cloud agents and agent limits.