What is a reasoning model? How it differs from standard LLMs, how Chain-of-Thought works, and how to compare o1, DeepSeek-R1, Qwen 3 & top models of 2026.
25,000 Danish workers reported saving 2.8% of work time; hours and earnings did not move. The four-stage chain that decides whether AI savings become ROI.
Token 1.9: Open-Source vs Closed-Source AI Models: Which is the Better Choice for Your Business?
Open-source vs closed-source LLMs: key differences in cost, customization, data privacy, and compliance. Deep dive with practical tips for your business.
Z.ai, Formerly Zhipu AI: The Rise of an AI Tiger Reaching for AGI
Zhipu AI, now Z.ai, is a Tsinghua-born Chinese AI company behind the GLM models. Founders, CEO Zhang Peng, US sanctions, Hong Kong IPO, and GLM-5.2 explained.
FOD#158: The Post-Necessity Institute: A Blueprint for the AI-Abundance Era
A proposal for a Post-Necessity Institute to test public AI access, new civic roles, and life beyond survival-driven work. What to do when AI abundance arrives