Minisforum MS-03 review: A powerful but flawed AI workstation
THE SO WHAT
The MS-03 shows how “AI workstations” are racing ahead on CPU, networking, and expansion — but a single RAM stick bottlenecking graphics is a reminder that system balance still matters. If you’re speccing on-prem AI boxes, don’t just chase cores and NICs; profile your real workloads and memory needs first.
READ THE SOURCE
MORE FROM THE WIRE
Deep & Emerging TechGoogle contracts for 3.6 GW of power from Constellation Energy in the US' largest power grid, with new nuclear energy accounting for ~25% of that supply
3.6 GW of contracted power — with roughly a quarter from new nuclear — turns AI data centers into grid-scale energy customers, not just cloud tenants. If you’re planning large AI or HPC builds, power mix, long-term PPAs, and regulatory exposure now sit alongside GPU supply as board-level constraints.
Deep & Emerging Tech10 best third-party risk management software platforms for 2026
As vendor sprawl grows and every SaaS app touches sensitive data, third-party risk tools are becoming a control plane, not a checkbox. If you’re still tracking vendor risk in spreadsheets, you’re flying blind on AI-heavy supply chains and will struggle to answer regulators’ and customers’ questions.
Deep & Emerging TechRAM to be hit with 'meaningful price increases' before 2026 is out
A multi-year memory shortage with “meaningful” price hikes means AI and data-heavy workloads will feel cost pressure beyond GPUs. Lock in RAM-heavy configs and server buys early, and revisit architecture choices that assume cheap, abundant memory.
Deep & Emerging TechAMD CEO Lisa Su says the company plans to "substantially increase" supply in 2027 and needs "more advanced wafer capacity", as she meets Foxconn and TSMC
AMD planning a substantial supply ramp in 2027 and courting more advanced wafer capacity signals that today’s GPU scarcity is a timing problem, not a permanent condition. If you’re locking in long-term AI infra contracts, model scenarios where accelerator prices and availability look very different three years out.