CRSM (Continuous Reasoning State Model): An asynchronous "System 2" architecture that implements Hierarchical State Sovereignty within a Mamba backbone. Unlike traditional search wrappers, CRSM uses Forward-Projected Planning and Sparse-Gated Injection to steer latent manifolds in real-time, decoupling strategic reasoning from token generation.
research reinforcement-learning ai pytorch mcts rl control-theory ssm mamba reasoning state-space-models system-2 large-language-models llm brain-inspired-ai representation-engineering asynchronous-systems
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Updated
Apr 24, 2026 - Python