Deployment limits will slow AI hardware spending and expose cyclical suppliers such as SK hynix. Amazon has hardware waiting for power, and Broadcom's CEO said some clients delayed shipments because they could not deploy. Cheap forward multiples can mark a cyclical peak as analysts extrapolate growth. The slowdown could have begun or be a year away; timing is uncertain, so reducing cyclical risk in favor of healthier, genuinely cheap names looks better. x.com  x.com  x.com 

Semiconductor trade faces a capex growth ceiling even if AI delivers what bulls expect. Spending cannot compound at 70-100% a year indefinitely, and compute per dollar roughly doubles every two years, so the same budget buys more capacity later. Today's chip valuations also demand years of 20% AI earnings growth beyond 2028: roughly 10.9 extra years for AMD, 8.9 for ASML, 7 for Marvell and 6.4 for TSMC, versus 1.6 for Broadcom and 0.8 for Nvidia; Micron needs none under the chart's assumptions. … Show more

Broadcom's integrated optics, electronics and packaging could lower custom-chip system costs because separate suppliers defend their margins. At similar valuations, it is preferred to Nvidia and has more room to beat expectations. Google TPU v8 shipments are estimated at 4.0M in 2026 and 9.1M in 2027, assuming Broadcom supplies the remainder after MediaTek's allocation. Anthropic financing adds value only if chip profit exceeds likely support payments and capacity costs. x.com  x.com 

Semiconductors could stay undersupplied for a long time as more capable AI per dollar creates more uses and drives compute demand. Micron and NVIDIA trade at low forward P/Es because investors fear peak cyclical earnings, yet current earnings show no slowdown. Shortages may worsen as AI adoption spreads, though the industry could remain cyclical; a reversal of the forced rollover trade is hoped for, not assured. x.com  x.com  x.com 

Morgan Stanley's sharp cut to AMD's GPU demand forecast raises downside risk, though its original sales estimate may simply have been too high. The bank cut its 2026-30 forecast from 14.1 million to 8.0 million units, or 43.3%, while leaving Nvidia's unchanged. AMD was called to fall 60% when the market opens. x.com 

A memory-chip shortage lasting until 2030 is good for Nvidia. SK hynix expects that shortage and reports a 632% profit jump. x.com 

Broadcom's demand case looks less credible because the person projecting a fourfold EPS increase by 2030 now says that demand comes from gamblers consuming tokens. The person raising roughly $100B to finance chips also warns that a lack of capital could stop the bubble. Broadcom is no longer appealing. x.com  x.com 

TSMC's latest results point to AI chip demand still running ahead of supply, supporting the semiconductor and equipment trade. Cantor says TSMC raised its 2026 revenue outlook again, guided December-quarter sales above consensus and held 65-67% gross-margin guidance through the N2 ramp; its bullish sector read names Nvidia, Broadcom, AMD, ASML, Applied Materials, Lam Research and KLA. Jensen Huang says AI labs need not reach trillions in revenue to justify the buildout. x.com  x.com 

Anthropic's customer growth gives AI compute suppliers firmer demand evidence than capacity plans. Its S-1 reports $16.3B in H1 2026 revenue and about 900% net retention as of September 30, the strongest evidence yet of adoption. Over $500B in commitments include a roughly $125B five-year Broadcom equipment lease plus Amazon, Google and Microsoft arrangements; Nvidia GPUs are in its mix. Long-term obligations could outlast usage revenue. x.com 

Broadcom's Jalapeño chip deal with OpenAI is already priced in and margin dilutive. OpenAI guides to about 30 GW by 2030; at 30-40% Jalapeño, that is 9-12 GW, matching the 10 GW deal signed in October 2025. Selling finished chips, Broadcom books full ASPs but fronts wafers, HBM and other costs, about $15 billion per GW or $25-45 billion a year, at 50-60% margins at best. FY27 guidance already tops $100 billion; the bull case is maybe $120 billion. Broadcom even lends OpenAI the build money. … Show more