# MiniMax — Why Can't the MiniMax LLM Say "Ma Jiaqi"? Internal Investigation of Sparse Token Forgetting

- Company: MiniMax (minimax.io)
- Announced: 2026-05-26T00:00:00+00:00
- Category: research-paper
- Subject: MiniMax models
- Models affected: MiniMax M2 series
- Source: https://www.minimax.io/blog/sparse-token-forgetting
- Record: https://forck.live/items/3398-why-can-t-the-minimax-llm-say-ma-jiaqi-internal-investigation-of-sparse-token

MiniMax published an internal investigation into the sparse token forgetting phenomenon affecting the MiniMax M2 series of LLMs.

## Evidence

Verbatim from https://www.minimax.io/blog/sparse-token-forgetting:

> This article presents our internal investigation into the sparse token forgetting phenomenon.

---

Record: https://forck.live/items/3398-why-can-t-the-minimax-llm-say-ma-jiaqi-internal-investigation-of-sparse-token
Catalogue: https://forck.live/llms.txt
Feed: https://forck.live/feed.md