dailyai.report

An 8:1 effort ratio between alignment and control is the proposed target for AI safety research. The author argues that alignment scales more effectively as systems approach superintelligence. While control measures provide a temporary window of safety, alignment offers a more durable solution. Practitioners should shift resources toward long-term behavioral alignment over containment.