π New Blog Just Dropped!
π New Blog Just Dropped!
Oct 6, 2026Β·
Β·
1 min read
Xi Zhang

π§ 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 πͺ
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