Public preview of Society of Thought, a Qwen adapter that reasons through visible multi-persona debate, with benchmark evidence, raw traces, and demo.

A modular Self-Reflective RAG framework with built-in critique system. Features 3 adaptive critics ([Retrieve], [ISSUP], [ISCOMP]) for on-demand retrieval, factual verification, and completeness checking. Works with any document source with full reasoning trace visibility.