πŸ“ New Blog Just Dropped!

πŸ“ New Blog Just Dropped!

Oct 6, 2026Β·
Xi Zhang
Xi Zhang
Β· 1 min read

🧠 TL;DR

In the agentic era, the unit that matters is the next action, not the next token: something the model does to its workspace, like reading a file or running code. Yet we still prepare data and evaluate models as if they were chatbots. The question is not whether models can act. The question is whether our tasks let them.

Dive deeper in the full post: Next Action Is All You Need πŸͺœ

Opinions are my own

Xi Zhang
Authors
Founder & Chief Scientist
Founder of EvoScientist. Chief Scientist at ANative Lab. Formulator of the Three Laws of Self-Evolving AI Agents. Building the next generation of self-evolving AI ecosystems.