Marvell announced a set of AI memory infrastructure products this week spanning SSD controllers, CXL memory expansion, and optical shared memory. Read as a product release it is a dense but ordinary announcement. Read against the acquisition that produced it, the timing becomes the story. The Photonic Fabric memory modules, the Photonic Fabric NIC, and the Photonic Fabric … [Read more...] about Marvell (MRVL) Turns Celestial AI Into Product, and the $5.5 Billion Earnout Clock Is Now Running
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Samsung Unveils zHBM and 400-Layer V10 BV-NAND at FMS 2026, and Wafer Bonding Is the Common Thread
Samsung used its FMS 2026 keynote to show a roadmap rather than a product line. The headline items are zHBM, a concept for stacking high bandwidth memory directly on top of an AI accelerator instead of beside it, zNAND-O for edge inference, and V10 BV-NAND, the company's first NAND architecture built on wafer bonding, with more than 400 layers and roughly 58% higher density … [Read more...] about Samsung Unveils zHBM and 400-Layer V10 BV-NAND at FMS 2026, and Wafer Bonding Is the Common Thread
Kioxia GP1 Wins FMS Best of Show With 10 Million IOPS, Splitting From SanDisk and SK Hynix on HBF
Kioxia America announced that its GP Series PCIe NVMe SSD took the Best of Show award in the Specialized Storage category at FMS: the Future of Memory and Storage, running this week in Santa Clara. Trade show awards are not usually worth a paragraph. This one is, because of what else happened at the same event. One day before the award, SanDisk and SK hynix published the … [Read more...] about Kioxia GP1 Wins FMS Best of Show With 10 Million IOPS, Splitting From SanDisk and SK Hynix on HBF
The Humanoid Robot Bottleneck Is the Battery: Why Two Kilowatt-Hours Caps the Whole Industry
Almost every discussion of humanoid robots treats intelligence as the hard part. Foundation models learned to see, plan and manipulate, the argument goes, and the rest is engineering. That framing was reasonable three years ago. It is now wrong, and the evidence is sitting in the spec sheets of every platform actually deployed in a factory today. The average humanoid in 2026 … [Read more...] about The Humanoid Robot Bottleneck Is the Battery: Why Two Kilowatt-Hours Caps the Whole Industry
SK hynix HBF Standard Turns NAND Into a Memory Tier, and the Memory Trade Still Has Room to Run
SK hynix and Sandisk published the first standard specifications for High Bandwidth Flash on August 3, timed to the opening of FMS 2026 at the Santa Clara Convention Center. The spec covers capacities up to 512GB across 8-high and 16-high NAND die stacks, three bandwidth grades running from roughly 0.4TB/s to 3.0TB/s, and a set of packaging, reliability and software I/O … [Read more...] about SK hynix HBF Standard Turns NAND Into a Memory Tier, and the Memory Trade Still Has Room to Run
The Humanoid Trap: FCC Robot Import Ban Defends the Wrong Form Factor
The robotics industry has a consensus problem. Across investment portfolios, research agendas, and policy conversations, humanoid robots have become the default horizon — the assumed endpoint of manufacturing automation. The bipedal, human-shaped machine is treated not as one possible architecture among many but as the inevitable one. That assumption deserves serious … [Read more...] about The Humanoid Trap: FCC Robot Import Ban Defends the Wrong Form Factor
Kioxia Splits Its AI Roadmap Between On-Device Flash and Hyperscale E1.S SSDs
Kioxia announced two product lines within hours of each other during the FMS 2026 window, and they point in opposite directions. One is a family of UFS 5.0 embedded flash devices aimed at running inference on the handset and in the vehicle. The other is a next-generation E1.S SSD line built for AI training and hyperscale racks. Same vendor, same day, two ends of the stack that … [Read more...] about Kioxia Splits Its AI Roadmap Between On-Device Flash and Hyperscale E1.S SSDs
Coursera Invests $100 Million in Its Chairman’s New Company: Venture Funding and Acquisitions Roundup
The disclosed venture funding announced across the wires on 28 July 2026 came to roughly $201 million. One check accounted for half of it. Strip out Coursera's investment in LearnVector and what remains is eight rounds totalling around $101 million, with a median size under $7 million — a thin day by any measure, and a useful reminder that the headline aggregate in venture … [Read more...] about Coursera Invests $100 Million in Its Chairman’s New Company: Venture Funding and Acquisitions Roundup
Cameras Are Designed for Human Eyes, and AI Vision Pays the Cost
Almost every image sensor in commercial production is a compromise negotiated with the human retina. The negotiation happened decades ago, it was entirely reasonable at the time, and the party it was negotiated on behalf of is no longer the primary consumer of the output. Most images captured today are never looked at by anyone. They are ingested by a model, reduced to a … [Read more...] about Cameras Are Designed for Human Eyes, and AI Vision Pays the Cost
Meshy Raised $400 Million at a $1.5 Billion Valuation and Announced It Two Different Ways
Meshy, which generates usable 3D models from a line of text or a single photograph, closed a Series B of nearly $400 million this week. The company calls it the largest round ever raised by a business built specifically for AI 3D generation, and by the available evidence that is true. It is also the company's first publicly disclosed valuation since it was founded in … [Read more...] about Meshy Raised $400 Million at a $1.5 Billion Valuation and Announced It Two Different Ways