Mastering Diverse Domains through World Models
A general-purpose engine for large-scale, repeated information gathering by a fleet of workers.
A map of modern time-series forecasting architectures, each with a short README and runnable code.
STEPQuant: When and Where Errors Matter in Delta-Rule Recurrent State Quantization
Give an LLM eyes on a video without blowing the context window: ffmpeg frame sampling at a chosen resolution, token estimates per model family, budget fitting, contact sheets.
Build world models from scratch — from perception and latent dynamics to planning, JEPA, VLA, and 3D/4D intelligence.