Company
Marvell Technology designs semiconductors for data infrastructure, including custom AI accelerators, networking, and storage chips for cloud customers.
SK hynix plans in-house H-TPU cores to run repetitive SSD I/O, claimed to draw about 2.5% of a CPU core's power and 4% of its area. VP Koo In-jae said at ISOCC 2026 that controller CPUs are at their limit on power and area.
Reality
Tower Semiconductor and Japan will co-invest $4 billion to reach 45,000 300mm-equivalent wafers a month of optical-connectivity capacity by 2029. Until the new fab lands in 2029, growth comes from adding tools to a fab that already ships.
Reality
The parts that hold boot code in routers, cars and factory equipment are caught in the AI memory crunch. The fabs that make them have a straightforward financial reason to keep cutting that capacity.
Reality
Apple has not confirmed the plan and the M8 Ultra is years from release. Seven other companies have already licensed the same rack interconnect from Nvidia, and their dates are the ones a buyer can use.
Reality
Faraj Aalaei's Cognichip argues that semiconductor physics belongs inside the model, with agents left to orchestrate. The one speedup it has documented in detail is a 55-page spec handled in days against a baseline Cognichip supplied itself.
Reality
The book grew from about $7bn in a year, and roughly half of it is priced by funding rounds rather than by markets, which means a demand forecast built on customer orders is partly a forecast of Nvidia's own marks.
Reality
Counterpoint puts the first-quarter DRAM contract jump at 80% to 90% and TrendForce sees 13% to 18% more in the third, which is how Marvell gets memory to 30% of hyperscaler spend against about 8% two years ago.
Reality
Capital is rotating toward the hardware that lets machines see, and at $1.6bn Lyte is the clearest price on that layer so far, one set by fund managers rather than by anyone named as a customer.
Reality
Contract prices roughly tripled in two quarters. Marvell is selling recycled DDR4 behind CXL, but its reference customer, Meta, did the job on an ASIC of its own design.
Reality
Talks over a partnership, investment or acquisition would give Nvidia an energy-efficient NPU line and the sovereign-AI customers already buying it, rather than leaving both to regional rivals.
Reality
The first hardware disclosure from the leading robotaxi operator turns an autonomy pitch into a supply-chain document, with 20x compute growth in eight years and redundancy it calls non-negotiable.
Perspective Coverage
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