LiarLiar.ai is an innovative AI-powered tool designed to detect deception and monitor heart rate fluctuations in real-time. Utilizing advanced algorithms and psychological insights, it analyzes micromovements and subtle cues in body language and voice during video calls and video analysis. Easy to integrate and use, it offers a sophisticated solution for anyone needing accurate lie detection and behavioral analysis.

Multi-Agent Surveillance offers a flexible simulation framework where multiple AI agents act as predators or evaders in a discrete grid world. Users can configure environment parameters such as grid dimensions, number of agents, detection radii, and reward structures. The repository includes Python classes for agent behavior, scenario generation scripts, built-in visualization via matplotlib, and seamless integration with popular reinforcement learning libraries. This makes it easy to benchmark multi-agent coordination, develop custom surveillance strategies, and conduct reproducible experiments.

Scribo Pronto transforms writing assessment through artificial intelligence by providing instant feedback to students and aiding educators in their grading tasks. The tool supports customizable rubrics and standards, allowing teachers to set specific writing goals. With features like automated feedback generation and real-time monitoring, Scribo Pronto streamlines the teaching process. This tool not only reduces grading time but also promotes student ownership of their writing by giving them immediate insights into their work.