🎯 EquiLens - AI Bias Detection Platform for LLMs via Ollama. Interactive CLI with corpus generation, multi-metric auditing, statistical analysis & visualization. Features enhanced auditors, dynamic concurrency, resume capability & rich progress tracking. Alt Links: https://equilens.pages.dev/ , https://life-experimentalist.github.io/EquiLens/

Agent Indoctrination – AI Safety, Bias, Fairness, Ethics & Compliance Testing Framework 🚀

LLM-based scholar recommendation auditing

A four-probe benchmark for measuring attribution faithfulness in multi-factor LLM reasoning. Eight frontier models, CI-verified numeric claims, Zenodo-archived.