MiniMax delays M2.7 open-source drop to weekend

The struggle to open-source M2.7 exposes the hidden tax of releasing production-grade AI — it's rarely as simple as just uploading weights to Hugging Face.

• –Infrastructure adaptation is a persistent bottleneck for companies transitioning models from proprietary APIs to open-weight releases
• –At 56.22% on SWE-Pro, M2.7 is highly anticipated by the local LLM community for building autonomous coding agents
• –The developer transparency on Reddit is refreshing, acknowledging the difficulty of decoupling models from internal scaffolding