Arm China’s Zhouyi X3 NPU Signals a New Push in On‑Device AI
What Changed and Why It Matters Arm China introduced the Zhouyi X3 NPU IP. It targets large model inference at the edge. The company is also pushing Linux kernel support…
Why AI Workflows Beat Chatbots: The New Playbook for AI Products
What Changed and Why It Matters The AI market is pivoting from chat-first interfaces to workflow-first systems. The signal is clear across operator blogs, dev platforms, and consulting shops. Enterprises…
Where AI startups unlock $25M ARR: the mid‑funnel advantage
What Changed and Why It Matters ICONIQ’s latest B2B SaaS readout puts a spotlight on where growth actually breaks loose. Mid-stage companies in the $25M–$100M ARR band are finally pushing…