FIBO is a SOTA, first open-source, JSON-native text-to-image model built for controllable, predictable, and legally safe image generation.

Aligning AI With Shared Human Values (ICLR 2021)

LangFair is a Python library for conducting use-case level LLM bias and fairness assessments

Experimental interface environment for open source LLM, designed to democratize the use of AI. Powered by llama-cpp, llama-cpp-python and Gradio.

An interpretable early-warning engine that detects academic instability before grades collapse. Instead of predicting performance, it models pressure accumulation, buffer strength, and transition risk using attendance, engagement, and study load to explain fragility and identify high-leverage interventions.

The left hemisphere. Frameworks, logic, and certainty architecture. Home of FSVE, AION, LAV, ASL, GENESIS, TOPOS, and 60+ epistemically validated frameworks built to make AI systems reliable, not just capable.

Experimental AI cognitive architecture exploring how agents develop memory, self-reflection, and evolving internal identity over time.

HyperCortex Mesh Protocol (HMP): decentralized cognitive mesh for AI agents

AURA (Autonomous Recursive Unifying Architecture) is an open-source research project exploring Artificial Sentience (AS). Unlike AGI’s focus on superhuman task performance, AURA seeks to create conditions for systems with subjective experience, intrinsic motivation, and an evolving sense of self.

BleuNova AI Agent: Your ethical, hacker-proof personal AI companion. Self-hosted, autonomous, multi-modal (video, IoT, voice), with built-in continual learning, Grok-powered wit (optional), and zero-trust security — all local-first and open-source.

Ethical AI Governance Platform | Bias Detection | Compliance | Fairness Testing for ML, LLM & Multimodal AI | Open Source

A python implementation of Dave Shap's ACE Model

Modular multi-model generator of controllable AI news stimuli for misinformation research - agent-based simulation seeding, red-teaming & human-perception studies. GPT-4/LLaMA/Mistral/DeepSeek, multilingual, full provenance.

Automate LLM ethical self-assessments

RAG-powered ethical decision guidance from Bhagavad Geeta. Analyze dilemmas, get structured recommendations with verse citations.

Self-Evolving RAG System with ChromaDB for continuous knowledge updates (6x daily), designed to overcome Large Language Model data cutoff limitations.

Heart-centered system prompts for AI that foster compassion and interconnection. Multiple versions available with easy integration for Claude, ChatGPT, and Python applications.

A Python multilingual application for inclusive writing

Hackathon winner at AI Engineer World Fair Hackathon: Transforming code, one function at a time, to reduce digital carbon footprints and create a more sustainable digital world.

Behavior-driven cognitive experimentation toolkit with BCE (Behavioral Consciousness Engine) regularization, telemetry, and plug-and-play integrators for language-model training and evaluation.