(00:00:00) Micron's Hiroshima Gamble, TSMC Pricing Power & AMD's CPU Surge
(00:00:47) HBM Sold Out Through 2028
(00:01:36) Samsung SK Hynix Already Ahead
(00:02:09) TSMC Pricing Power Test
(00:02:55) AMD CPU Surge and Memory Crisis
(00:03:41) Laptop GPU Now Leads Desktop
(00:04:13) Key Watchpoints Ahead

Micron has broken ground on a $9.3 billion factory expansion in Hiroshima, backed by roughly 500 billion yen in Japanese government subsidies — a signal that HBM undersupply is a structural condition, not a short-term glitch. With orders already locked through 2027 and into 2028 via multi-year take-or-pay contracts, Barclays has raised its price target on Micron to $2,000, citing a decade-long supply deficit. The open question is whether AI data-centre spending stays elevated long enough to meet the 2028 production ramp.

On the foundry side, TSMC raised chip prices by up to 10% and committed $20 billion to its Arizona expansion, sending its stock up nearly 4% and prompting a Goldman Sachs price target upgrade. TSMC's pricing power rests on being irreplaceable for leading-edge logic — but Samsung's growing interest in inference ASIC production and customers already absorbing surging memory costs will eventually sharpen the search for alternatives.

In consumer hardware, Gartner forecasts a 130% surge in DRAM and SSD prices by end-2026, with DDR5 kit prices already up roughly 400% since 2025. AMD has capitalised: its X3D cache architecture reduces dependence on expensive external memory, helping it reach nearly 46% CPU share among Steam gamers — up 14 percentage points in 18 months. In a related first, the Nvidia RTX 4060 Laptop GPU now leads the Steam hardware survey, overtaking the desktop RTX 3060 as rising memory costs erode the appeal of premium DIY builds.

The throughline: scarcity is the defining commercial force across AI accelerators, leading-edge fabs, and consumer memory — and it is actively redirecting capital and purchasing behaviour.

This episode includes AI-generated content.