The standard assumption about maturing technology is that hardware demand flattens. Software gets more efficient, silicon gets denser, and the same work needs fewer parts. That has been broadly true for compute. It has not been true for memory, and the reasons are structural rather than cyclical. The short version: as AI moves from training to inference, the binding … [Read more...] about Why DRAM and HBM Demand Grows as AI Matures, and Where the Cycle Still Bites
The AI Boom Is Broadening: Intel’s $100 Billion Book, CoreWeave’s 1.5 Gigawatts, and Gemini’s Billionth User
Investment cycles usually die by narrowing. Participation concentrates into a handful of names, the marginal buyer disappears from everything except the leaders, and the layers underneath quietly stop clearing while the index still looks healthy. Breadth is the thing to watch, and breadth is measurable. On 11 August the day's news ran from electricity procurement to consumer … [Read more...] about The AI Boom Is Broadening: Intel’s $100 Billion Book, CoreWeave’s 1.5 Gigawatts, and Gemini’s Billionth User
Autodesk Opens Fusion to AI Agents as SendCutSend Banks $110 Million: The Design-to-Part Loop Is Now Machine-Readable
Two developments a few weeks apart have done something the on-demand manufacturing industry has talked about for a decade and never shipped: they made the path from design intent to a physical part addressable by software, end to end, without a human in the middle of every step. Autodesk released official Model Context Protocol support for Fusion in May, letting external AI … [Read more...] about Autodesk Opens Fusion to AI Agents as SendCutSend Banks $110 Million: The Design-to-Part Loop Is Now Machine-Readable
Cloudflare Open-Sources Cloudflare OS: The Agent Workspace Is Free, the Network Underneath Is Not
Cloudflare put its internal AI workspace on GitHub this week and called it Cloudflare OS. The company had been running the thing on itself since May, when it handed a first version to every employee. By August, thousands of people across sales, finance, IT and engineering were using it daily to draft documents, build slide decks, automate repetitive jobs and throw together … [Read more...] about Cloudflare Open-Sources Cloudflare OS: The Agent Workspace Is Free, the Network Underneath Is Not
Marvell (MRVL) Turns Celestial AI Into Product, and the $5.5 Billion Earnout Clock Is Now Running
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
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