Run an LLM at the Edge on Cloudflare Workers AI, with Real Numbers
Deploy a small open model behind a Cloudflare Worker. Real cold start, p50/p95, and cost numbers vs centralized GPU.
Mistral Forge: The 'Build Your Own AI' Bet That Could Break the API Economy
Mistral launched Forge at GTC: train custom AI models on your data, on your infrastructure. The company is on track for $1B ARR. The 'build vs rent' question for enterprise AI just got a concrete answer.
NVIDIA's Nemotron 3 Has 120 Billion Parameters but Only Uses 12 Billion
NVIDIA's new Mixture-of-Experts model activates just 10% of its parameters per query. An order of magnitude cheaper inference changes the ROI calculation for every AI project.
Morgan Stanley Says an AI Breakthrough Is Coming.
Morgan Stanley warns an AI breakthrough is imminent. The thesis: labs are building 5x more compute than current models need. What emerges at the next threshold? And is anyone actually prepared?
Open Source AI Closed the Gap
Open-source AI models match closed models on most benchmarks. Yet closed models still capture 80% of token usage and 96% of revenue. The capability gap closed. The deployment tax didn't.
The Memory War: AI Is Eating Every Chip on Earth
Data centers will consume 70% of the world's memory chips in 2026. DRAM prices surged 80-90% in a quarter. The AI boom has a hidden tax, and consumers are paying it.