Open framework for confidential AI

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

Neural Network Verification Software Tool https://www.verivital.com Documentation:

Sagar is a Python-based command-line virtual assistant for CSE students and cybersecurity learners. It supports single-line and multi-line commands to open trusted websites, play curated music links, and answer questions using an AI model—designed for safe automation, learning, and terminal-first exploration.

The course provides guidance on best practices for prompting and building applications with the powerful open commercial license models of Llama 2.

Make code, files, and clipboard text AI-ready before sharing – local macOS privacy checks that mask secrets, client data, and internal paths.

Safety harness for autonomous AI agents: Spec-driven AI factory. Use with any agentic CLI. Language-agnostic. Safe by design.

AAAI 2025 Tutorial on AI Safety

Security firewall and supply-chain verifier for Claude Code / Codex / Agent skills and MCPs.

Safety-Constrained Reinforcement Learning for Assistive Robot Navigation

Collaborative hub for sharing and shaping AI best practices in Medicaid through the Safe AI in Medicaid Alliance (SAMA).

Official implementation of "Uncertainty-Guided Semi-Supervised Learning for Safe Medical Image Classification".

Evaluate high school math reasoning in LLMs with baseline and Chain-of-Thought (CoT) prompts. Includes confidence calibration metrics, JSON output parsing, and reliability analysis.

Production-Grade LLM Alignment Engine (TruthProbe + ADT)

Heike — The deterministic runtime for reliable AI agents. No more prompt roulette. 侍

Computable metric for autonomous internal dynamics in neural systems (CCI + MRC-C)

A governed world-model evidence layer for AI agents: simulate bounded scenarios, track assumptions, score prediction-vs-reality error, and produce human-reviewable execution evidence.

SOEA-Plus (PDEMC): 3-task biomedical metacognition benchmark evaluating LLM metacognitive control across 2 frontier models on 300 real PubMed examples. Reveals the Control Collapse Gap

Safe for duplicate questions! || Antarmuka chatbot interaktif yang memberikan solusi cepat untuk pertanyaan pengguna.

Bilingual public-safe tool for evaluating AI draft answers before release. Derived from ELUZA AI safety research; not ELUZA AI itself.