According to CoinMeta, the Xiaomi team has acknowledged that there is an issue with duplicate tool calls in the mimo-v2.6 version, which causes the model to repeatedly invoke the same or similar tools while performing tasks, leading to context consumption without any progress in the task. By analyzing the replay training data, it was found that the proportion of abnormal samples with more than 10 single-round calls in flash increased from 11.1% in step to 24.6% in step. To address this issue, Xiaomi plans to reduce the penalty threshold from 32 to 8 calls. The estimated cost for fixing this problem is around $90,000. The weights for the fixed versions mimo-v2.6-pro-mopd and flash-mopd have now been made available, and API has also been switched to the new version.