References to Upcoming MiniMax M3.1 Model Spotted in Official Code Repository

References to an unreleased MiniMax M3.1 language model were spotted in unit test files within a recent commit to MiniMax's official GitHub repository. This discovery indicates that MiniMax is actively developing and testing an incremental update to its core M-series AI models. Although not an official release announcement, repository leaks of this nature frequently precede public launches. An upcoming M3.1 model demonstrates MiniMax's fast iteration cycle in the competitive landscape of foundation LLMs and AI agent ecosystems. The reference was found in the `model-selection.test.ts` file within the `MiniMax-AI/minimax-code` repository under the local runtime service package. The code commit itself did not include benchmark figures or detailed hardware parameters for the M3.1 model.