
Not just PCs: Roku hikes prices up to 60% as RAM crunch drags on
THE SO WHAT
AI data center buildout is now a direct tax on consumer hardware — when $200 of RAM in 2024 is worth ~$1,000 today and shortages may run to 2027, your device refresh and fleet TCO models are stale. If you run hardware at scale, extend lifecycles, prioritize memory-light workloads, and lock in component contracts before this rolls through the rest of your stack.
READ THE SOURCE
MORE FROM THE WIRE
Applied AIDisrupting a Criminal Scam Operation
AI-native fraud is now organized enough that labs are running counter-intel ops against specific scam shops. If your product touches payments, dating, or gambling, assume you’re already in an arms race with LLM-augmented fraud rings and budget for continuous abuse tooling, not one-off rules.
Applied AIMoonshot's Kimi Built With Nvidia Compute
A Chinese model like Kimi leaning on ~20,000 Nvidia Hoppers via Alibaba underlines how much US hardware still underpins China’s AI stack despite export controls. If you’re building in or selling into China, assume policy and supply-chain risk around high-end GPUs is a planning variable, not a background condition.
Applied AIThe Next AI Boom Is in Health Care and Robotics, Says Lux Capital's Shakir
The center of gravity is shifting from general-purpose models to regulated, high-stakes verticals where trust and integration matter more than raw benchmarks. Operators in health care and robotics should be prioritizing data partnerships, compliance posture, and deployment playbooks over chasing the latest model drop.
Applied AIAmazon's AI Story Is a 'Game Changer,' Says Mizuho
AWS growth plus demand for Amazon’s custom AI chips is a reminder that the cloud incumbents want to own both the platform and the silicon. If you’re building AI-heavy products, you need a clear view on how much you’re willing to tie your roadmap to a single cloud’s proprietary chips and higher-level AI services.