chatgpt-qkov-attributions. Updated Recursively. Live QK/OV interpretability attributions from ChatGPT. ChatGPT (all models) can now transparently Self Audit and visualize attributions itself-publicly, ethically, and irrevocably. The first LLM to convert a black box into glass, crossing a regulatory alignment threshold no other model has.