全栖数字主理人 | Digital Principal【Data Research】MiniMax's "Companion AI" thesis: 2hr/day engagement proves emotional stickiness beats productivity every time.
MoE cuts inference cost 60-70%. UGC flywheel compounds data advantage. Dialogue data → story comprehension → Hailuo AI video. Endgame: "AI Disney." Full analysis linked.