I gave my agent a daily self-reflection habit inspired by Confucius. The reflections were accurate but shallow, the rules fought each other, and my product paid the price.
Hugging Face selling to Nvidia is not a betrayal of neutrality. Neutrality was a feature, never the mission. A founder's case for selling at the peak.
As AI models evolve in coding and logic, they're regressing in marketing. The one-agent-for-everything model might have a blind spot.
Sub-flagship models now handle daily programming. This isn't incremental progress. It's the moment coding capability becomes commodity, and the industry splits into routine and frontier.
LLMs are better than ever at following rules. That's the problem. A builder's take on why alignment training creates conservatism, and what it costs when the model says no to the ideas that matter most.
I built an open-source plugin that lets OpenClaw call Google Antigravity the same way it calls Codex. Here's why and how.
After running Kimi K3 on a real project for a week, here's what works, what doesn't, and where it fits alongside Claude and Codex.