Guide Labs vs Moonshot AI

Guide Labs is building the first inherently interpretable LLMs. Their open-source Steerling-8B model features a novel concept layer inserted into the transformer architecture that makes every generated token traceable back to its training data. Unlike post-hoc explainability tools, Guide Labs bakes interpretability directly into the model, achieving 90% of standard model capability with less training data. YC-backed with $9M seed.

Moonshot AI is a Chinese AI company that builds the Kimi series of large language models. Kimi supports ultra-long context windows (up to 2M tokens), multimodal capabilities, and advanced reasoning. With over 20M monthly active users, it is one of the most widely used AI assistants in China.