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 

MediaTek gains three ways from AI, as compute spending grows, TPUs take a larger share of it and MediaTek takes a larger share of each TPU's bill of materials. @KairosPraxis adds that MediaTek designs the TPUv9 ASIC, has close TSMC ties amid a wafer shortage and could gain if AI capex shifts to cheaper players. @KairosPraxis also sees it as largely a TPU story, where any execution delay would sink the stock, with mobile flat to down. x.com 

MediaTek's upside from designing Google's TPU looks limited because inference is the bigger market and the biggest players have their own chips. They will push their own silicon as much as possible and have no incentive to try TPUs; TPU had an edge two years ago, but Google did not act in time. That counters @KairosPraxis's case that the market underestimates MediaTek's TPUv9 ASIC work. x.com 

MediaTek should heavily outperform over the next two years. It is preferred over Qualcomm, which has photonics upside from acquisitions such as Alphawave's optical networking IP but too much exposure to China. x.com  x.com 

MediaTek has ample ASIC opportunity as Google's TPU ramp accelerates and Broadcom's pricing becomes a problem for Google. Per Mizuho, TPU shipments could top 35M in 2028, about 8x 2026, while Broadcom's CoWoS plus N3 package has become expensive. MediaTek's potential challenges are 224G SerDes IP integration and EMIB-T packaging yields, though checks by @sssjeffpu put EMIB-T above 95%, so yield should not be a major problem now. Intel and Broadcom also have ASIC opportunities. x.com 

Broadcom and MediaTek risk losing chip ownership and margin as hyperscalers pull custom silicon in-house for platform control and margin. @jukan05 relays a rumor that Google will move to customer-owned tooling from TPU v9, ordering wafers directly from TSMC like AWS's Annapurna and reducing Broadcom and MediaTek to IP and design-service roles at lower per-chip margins. Even if not now, it will happen eventually, because the end state is all about optimization. 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 

Architecture changes could lift TSMC wafer demand. Shifting from 12-high to 8-high lifts volumes; an on-device AI phone upgrade cycle would be enormously bullish, while ASIC gains over Nvidia help because ASICs use more wafers. TSMC is arguably more vital to AI buildout than MAG stocks and a reasonable extended-AI-cycle play at a not-crazy multiple, barring big macro events. Margins may not expand as capex rises; a Terrafab partnership, if it happens, would somewhat ease Intel competition risk. … Show more

Broadcom and MediaTek risk being bypassed after Google reportedly told TSMC it wants to become a major direct customer, per Tech Taiwan. That points to Google's ultimate goal of an Apple-style COT model, though both partners internally still see the shift as a distant threat. x.com  x.com 

Low multiples give AI infrastructure good risk/reward as demand outruns supply and agentic workloads have runway. TSMC at 17x 2027E EPS appears to have all the accelerator and CPU demand it can handle this year and next; Ultra Clean is at 8x, MKS 12x, TTM 13x, Nvidia 14x and Celestica 15x. Kioxia at 3x and Samsung preferreds at 2.5x carry a big discount on pricing and cycle fears. Multiples imply a 2027 capex peak and meaningful drop; 2028 capex growth is expected, but below 2027's rate. x.com  … Show more