Tg: Margulan Seissembai
30 Mar 2026 · 0 min

0:27
Margulan Seissembai describes a technique for getting better AI answers by pushing the model to extremes. He creates two virtual assistants with opposite political views, a hardline Republican and Democrat, who argue their positions then attack them from the other side. The polarization forces the AI beyond moderate responses into clearer, more reasoned opinions.










