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1. arc-agi-3-curio arc-agi-3-curio Public

   Curio: a world-modeling agent for the ARC Prize 2026 ARC-AGI-3 competition

   Python

2. counterfactual-cell-world counterfactual-cell-world Public

   Distribution-level counterfactual prediction for single-cell perturbation systems.

   Python

3. evolver evolver Public

   Closed loop program search with tests benchmarks lineage and evidence

   Python

4. forgetnet forgetnet Public

   Pure-PyTorch plastic-memory sequence model: local attention plus bounded differentiable memory, surprise-gated writes, forgetting, synthetic benchmarks, and ablations.

   Python

5. mirage mirage Public

   Pure-PyTorch world-model rocket lander: learns a latent simulator, trains policy in imagined rollouts, persists checkpoints, and visualizes real vs dreamed behavior.

   Python

6. orbit-wars orbit-wars Public

   Orbit Wars (Kaggle) competition agent + self-play tournament harness

   Python