KITT demo - Production-ready AI Agents Hackathon @ AI By the Bay

KITT is a world model powered AI agent that aims to solve a 12 billion dollar a year problem for Frieght loading and transportation and for shipping. 🥉 3rd Place — KITT A World-Model-Powered AI Agent for Freight Loading Optimization Created by: xenn0010 & Yeabsira Sam Freight loading inefficiency costs the logistics industry over $12 billion annually. KITT tackles this massive problem with a physics-based AI world model inspired by cutting-edge research in autonomous agents. What KITT Does KITT predicts the optimal way to load trucks and containers — accounting for weight distribution, item geometry, weather, traffic, and route constraints. The goal is simple: Zero delays. Zero damage. Maximum efficiency. How It Works Leverages the Dreamer V3 world model to simulate physical environments Predicts optimal positioning of every item inside a truck or container Uses weather and traffic forecasts to adjust configurations dynamically Aims to autonomously power the entire freight-loading workflow, end-to-end Tech Stack Dreamer V3, DeepMind models, Claude, Bana, Google Nano, Python, Vite, Weather APIs KITT stood out for its ambition — a rare application of world models in an industry ready for AI-driven transformation.