The New AI Startup Moat: Why Inference Chips Beat Big Models
What Changed and Why It Matters The center of gravity is shifting from model training to inference. The money, latency, and user experience are all downstream of how cheaply and…
Why the Factory Floor Is AI’s Next Breakout Market — And Why Now
What Changed and Why It Matters AI is leaving slide decks and hitting the line. The factory floor is turning into AI’s next breakout market. Three signals stand out. First,…
From Server Rooms to iPhones: Apple’s On‑Device AI Sprint Explained
What Changed and Why It Matters Apple is moving AI execution from massive data centers to iPhones, Macs, and wearables. When tasks overflow, they spill into Apple-run, attested servers called…