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Matrix-Game 3.5 advances interactive world models with geometry-aware memory and real-time generation capabilities for long-horizon simulation in applications like games and robotics.
A developer built Subtext, a tool that visualizes the internal 'silent words' of language models using Anthropic's Jacobian lens, allowing real-time observation of the model's reasoning before it outputs tokens. The tool runs on a single 12GB GPU and streams at full generation speed.
Built a Mafia/Werewolf game simulator using LLM-powered AI agents with a custom agent-to-agent communication protocol, featuring live streaming where a new game starts every hour.
Incantation presents an interactive video world model that uses natural language as the action interface for fine-grained multi-entity control and cross-entity generalization, achieving high performance and real-time streaming through novel attention and distillation techniques.