# Hugging Face — Aligning to What? Rethinking Agent Generalization in MiniMax M2

- Company: Hugging Face (huggingface.co)
- Announced: 2025-10-30T10:03:45+00:00
- Subject: Platform
- Models affected: MiniMax M2
- Source: https://huggingface.co/blog/MiniMax-AI/aligning-to-what
- Record: https://forck.live/items/1589-aligning-to-what-rethinking-agent-generalization-in-minimax-m2

The post discusses the challenges of agent generalization for the MiniMax M2 model, emphasizing the need for interleaved thinking and the insight that true generalization requires adapting to perturbations across the entire operational space, not just tool scaling.

## Evidence

Verbatim from https://huggingface.co/blog/MiniMax-AI/aligning-to-what:

> Agent generalization is not just about adapting to new tools; it's about adapting to perturbations across the model's entire operational space.

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Record: https://forck.live/items/1589-aligning-to-what-rethinking-agent-generalization-in-minimax-m2
Catalogue: https://forck.live/llms.txt
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