AI capital expenditure forecast to exceed the cost of building railways in both the U.S. and the U.K. — with the internet added on top
THE SO WHAT
If AI capex is on track to outrun historical spend on rail plus the internet, you should treat AI infra as a macro variable, not a line item. For operators, that means planning around volatile compute pricing, power constraints, and policy scrutiny as structural, not temporary, conditions.
READ THE SOURCE
MORE FROM THE WIRE
Applied AI‘Horrifying’ — Reddit users are creating uncanny valley photos with ChatGPT, so I asked it to make something creepy and now I deeply regret it
The fact that “uncanny” and “horrifying” are now casual prompts for mainstream tools means your brand will eventually be adjacent to content you didn’t intend. If you operate consumer surfaces, tighten your content policies and think through how you’ll handle user-generated AI images that cross the line without being obviously illegal.
Applied AIForward-deployed engineering is how enterprise AI learns
The FDE model — engineers embedded on-site, encoding workflows in weeks — is becoming the default for serious enterprise AI, because the real learning happens after the first demo on messy data. If you’re buying AI platforms, negotiate for embedded engineering capacity, not just licenses and Slack support.
Applied AINewDays brings its AI-driven dementia care platform to Nevada, expands seed round to $16M
An AI companion plus telehealth clinicians that claims to preserve cognitive function for up to 18 months is a concrete example of AI moving from “assistant” to part of the care plan. Health operators should treat these hybrids as new service lines — with reimbursement, liability, and staffing implications — not just apps.
Applied AIWalnut Launches Enterprise AI Agent Platform to Personalize the B2B Buyer Experience
AI agents that auto-personalize B2B product tours are a direct response to product-led growth buyers who don’t want to talk to sales until late. If you run a SaaS GTM, you now have to decide whether to build, buy, or ignore this layer — but static demos are going to feel increasingly out of step.