MiniMax M2.7: The AI That Evolves Itself – A Critical Leap Toward AGI

2 hours ago 高效码农

MiniMax M2.7: AI Achieves Self-Evolution, Taking a Critical Step Toward AGI Released on March 18, 2026, MiniMax M2.7 marks the next generation of large language models from the brand, coming just one month after the launch of its predecessor, M2.5. This is no ordinary upgrade of model parameters or a refresh of benchmark rankings; it represents a milestone breakthrough in the evolution of artificial intelligence – M2.7 has become the world’s first AI model to deeply participate in its own iterative optimization. As AI begins to rewrite its own code and lead the training and optimization process like an engineer, …

MiniMax M2.7 Upgrade Solved: Fix Search Failures & MCP Configuration Errors

4 days ago 高效码农

MiniMax M2.7 Upgrade Guide: Solving Search Failures and MCP Configuration Errors In the rapidly evolving landscape of artificial intelligence, every version update carries the promise of superior performance. However, the path to upgrading is not always smooth. Recently, many developers encountered significant hurdles when migrating their models from MiniMax M2.5 to the latest M2.7 version. Features that previously worked flawlessly, such as real-time web search and image recognition, suddenly ceased to function. This has led to frustration and confusion regarding the stability of the new model. This guide is based on a real-world troubleshooting experience. We will dissect the root …