Model Attribution Pipeline
A custom RunPod-hosted classifier predicts the most likely base checkpoint and feeds downstream retrieval.
AI Image Attribution Workbench
GenGlasses
GenGlasses is an AI image attribution and retrieval system designed to investigate likely source models, cross-reference web evidence, and surface plausible model matches through a structured search workflow.
The application combines authentication, secure media handling, model inference, Google Lens evidence recovery, and Civitai retrieval into one focused technical tool.
Authenticity Scoring
Hive remains in the loop for AI-generated and deepfake scoring to provide an independent signal alongside attribution.
Cross-Source Retrieval
Google Lens evidence and LLM query planning are used to generate targeted Civitai searches and surface plausible matching models.