On-Prem AI Is a Bet on Control
Dell booked $12.3 billion in AI server orders in a single quarter — $30 billion year to date, with an $18.4 billion backlog and a five-quarter pipeline the company says is multiples of that, per…
Posts tagged “Enterprise AI”
Usage Standards Are a Praxis Problem
The cloud-runtime question for enterprise Claude is settled. AWS shops route through Amazon Bedrock. Google Cloud shops route through Vertex AI. Direct deployments now sit inside the customer's…
Stop Adopting AI. Start Exposing Your Context.
The AI adoption pathway that's actually working in 2026 is not "deploy a copilot to your team." It's "expose your org's context to whichever model your team already chose." That sounds like a…
This Above All: To Thine Own Context Be True
Everyone's obsessed with prompt engineering like it's some arcane art. Here's what they're missing: the real challenge isn't crafting clever prompts. It's context management. And most…
The 95% Failure Rate Nobody Talks About: Why Your AI Agent Project Is Probably Doomed
Your AI agent project is going to fail. Not because the technology doesn't work—it does. Not because your team isn't smart—they are. It's going to fail because you're building the wrong thing, for…
The Great AI Reckoning: What 2025 Taught Us About Hype vs. Reality
2025 was supposed to be the year AI changed everything. The promises were bold: AI agents would "materially change the output of companies," scientific breakthroughs would accelerate, and the…