The memory thesis has shifted from pricing power to volume plus duration, and Samsung offers it at about 3x next year's earnings on KB Securities' math, which the $5 trillion proxy for the shortage cannot match. KB raised its hyperscaler AI spending forecast to $1.3 trillion and warned of an unprecedented 2027 memory shortage, with Samsung and SK hynix inventories below 10 days in Q3. Samsung plans to lock about 70% of memory output into long-term deals through 2031. x.com



