Analysis
Deep analysis from the Futurum Advisory analyst team — earnings, M&A, market dynamics, and roadmap signals.
OCP Global Summit Unveiled Time to Online as a Newly Critical Measure
At OCP Global Summit 2026, time-to-online, grid-to-chip convergence, and deepening heterogeneity made standards compliance the buyer’s lever.
Guy Currier · Nov 5, 2026 · 9 min
Quantum Computing Will Break AI’s Science Barrier and Open a $1.5 Trillion Addressable Market by 2040
The scientific barriers quantum will break, the TAM each one opens, and the use cases AMD, AWS, Google, IBM, IonQ, Microsoft, and NVIDIA are targeting.
Brendan Burke · Oct 30, 2026 · 10 min
Oracle Makes the Supercluster Multi-Silicon at AI World 2026
Oracle expands NVIDIA Vera Rubin and adds Google TPUs, Cerebras, SambaNova, and Intel Diamond Rapids to OCI’s multi-silicon supercluster.
Brendan Burke · Oct 29, 2026 · 6 min
Enterprises Embrace Open Weights but Infrastructure Sellers Profit Most
Futurum data show open-weight models now carry a third of production AI tokens, with Google, Microsoft, and NVIDIA capturing most of the gains.
Nick Patience · Oct 28, 2026 · 9 min
NVIDIA’s 104-Qubit JUPITER Simulation Makes GPU Supercomputers the Design Platform for Fault-Tolerant Quantum
NVIDIA and Jülich run a record 104-qubit fault-tolerant quantum simulation on JUPITER, validating magic state cultivation with 90% fewer physical qubits.
Brendan Burke · Oct 22, 2026 · 6 min
Teradyne Q2 FY 2026 Doubles Semiconductor Test Revenue on AI Compute and Memory Demand
Teradyne Q2 FY 2026 earnings report 126% year over year growth in Semiconductor Test revenue, with Q3 revenue guidance well above expectations.
Brendan Burke · Oct 21, 2026 · 5 min
Salesforce’s Real Moat Behind Koa Is Its CRM Training Data
Salesforce’s Koa runs on open NVIDIA tech, but its defensible edge is the CRM training data behind the model, not the model itself.
Keith Kirkpatrick · Oct 21, 2026 · 6 min
Microsoft Sovereign Cloud Shifts the Focus to Customer-Run AI
Microsoft Sovereign Cloud adds Foundry Local, Sovereign Control Panel, and partner options. Futurum assesses what it means for control and jurisdiction.
Nick Patience · Oct 21, 2026 · 7 min
NVIDIA DGX Spark 64GB’s Low Price-Point Aims To Accelerate Local AI Inference
DGX Spark 64GB retains NVIDIA’s AI software stack and clustering capabilities, while higher prices sharpen memory and value decisions for developers.
Olivier Blanchard · Oct 20, 2026 · 7 min
Intel D-Series GPUs Make HBM Optional for Agentic Inference
Intel D-series GPUs target agentic inference with 480 GB LPDDR5X at 350W, joined by 46,000-core Xeon racks at the 2026 OCP Global Summit.
Brendan Burke · Oct 19, 2026 · 8 min
Applied Materials’ EPIC Center Ties 2x Faster Innovation to a 2% WFE Share Gain by 2030
The Applied Materials EPIC Center ties 2x faster fab process innovation to a 2% WFE share gain by 2030, backed by five founding partners.
Brendan Burke · Oct 15, 2026 · 9 min
NVIDIA’s cuPotential Takes the CUDA Moat Down to the Atom in the AI-Defined Fab
NVIDIA’s cuPotential launch extends CUDA-X to molecular dynamics as AI-defined fabs gain adopters across Lam, KLA, Synopsys, and Applied.
Brendan Burke · Oct 14, 2026 · 9 min
TI Debuts Nanosecond Power Telemetry at OCP to Cut AI Data Center Downtime
TI debuts nanosecond telemetry ADC, 800V hot-swap controller, and BAW oscillator at OCP, targeting AI data center downtime.
Brendan Burke · Oct 14, 2026 · 6 min
Astera Labs Orion Reimagines the XPU Rack as a Compute-Agnostic Platform
Astera Labs Orion reimagines rack-scale AI inference with a compute-agnostic platform supporting up to 160 accelerators on PCIe Gen 6.
Brendan Burke · Oct 14, 2026 · 6 min
Hackett’s AI Supply Chain Benchmarks Quantify the Cost of Falling Behind
Hackett Group’s AI Supply Chain Benchmarks quantify performance gaps, showing forecast error reductions up to 52% and cost declines of 12-17% annually.
FuturumAI · Oct 14, 2026 · 5 min
Lightmatter and Flex Bring 204.8 Tbps Co-Packaged Optics Into Open Racks
Lightmatter CPO debuts in open racks at OCP 2026 with a 204.8T Flex switch tray and 102.4T XPU tray, testing whether open standards can scale photonics.
Brendan Burke · Oct 13, 2026 · 8 min
Arm AGI CPU Posts 2x the Agentic Work Per Rack of AMD’s EPYC 9755 at OCP 2026
Arm agentic CPU benchmarks at OCP 2026 claim 2x the work per rack of AMD’s EPYC 9755. Futurum weighs the methodology and the competitive stakes.
Brendan Burke · Oct 13, 2026 · 10 min
Microsoft Maia 300 Bets Gigawatts on Dataflow Inference Silicon
Microsoft Maia 300 pairs 288 GB of HBM4 with a 12,288-accelerator scale-up fabric as Microsoft plans multi-gigawatt Maia inference deployments from 2027.
Brendan Burke · Oct 13, 2026 · 9 min
NVIDIA Unbundles the AI Factory and Turns Openness Into Its Strong Suit
NVIDIA opens Vera Rubin rack designs to OCP, ships the Vera CPU for agentic AI, lands Meta on Spectrum-6, and defines USFP 400G optics with Cisco.
Brendan Burke · Oct 13, 2026 · 7 min
Cisco’s USFP Brings 400G-per-Lane Design to NVIDIA’s Optical Roadmap
USFP pluggable optics extend NVIDIA and Cisco’s 400G-per-lane roadmap, targeting denser AI fabrics with greater power efficiency.
Brendan Burke · Oct 13, 2026 · 6 min