Recent forecasters including all six AI Futures Project authors moved their SAR timelines to 2027 after a November 2026 METR report showed Anthropic's AI improvement pace roughly doubled, with median predictions between May-September 2027. However, a October 2026 study found current AI agents fail to meet top-tier research venue standards, creating tension between capability acceleration and demonstrated research autonomy gaps.