{ "model_type": "gary-neuron", "architecture": "asynchronous Neural Cellular Automaton (1-D strip, 8 cells) with a top-2 Mixture-of-Experts (K=6) per-cell update rule", "task": "reversed-digit integer addition (Lee et al. 2023 format), up to 7-digit operands", "S": 8, "state_dim": 32, "expert_hidden": 32, "n_experts": 6, "topk": 2, "train_steps": 20, "p_update": 0.5, "recommended_inference_steps": 24, "recommended_vote": 9, "n_params": 26448, "trained_step": 8948, "exact_match_heldout_singleorder": 0.9997, "exact_match_heldout_vote9": 1.0, "dependencies": "numpy" }