Fix #8: Delete old README.md.md (replaced by README.md)
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itt_solver/README.md.md
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# ARC-AGI Reproduction Project
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**Project goal**
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Recreate the system described in *A Pre-Emergence Mechanics Framework for Solving the Abstraction and Reasoning Corpus ARC-AGI* by Achilles. The codebase implements a boundary constrained field solver (Intent Tensor Theory substrate) and a beam search driver to propose transforms that reduce L1 residue against ARC tasks.
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**Current status**
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- Core driver `itt_solver/experiment_driver.py` runs experiments and saves artifacts to `experiments/`.
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- Runs complete and save `*_phi_best.npy`, `*_logs.json`, `*_result.json`.
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- Immediate blockers discovered and addressed: W&B recursion removed; logging lacked candidate arrays; some transforms were no-ops. Diagnostics and small patches are in `experiments/` and `itt_solver/` to inspect and fix behavior.
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- Smoke tests show the beam accepts candidates but residue has not decreased for the example task. See `experiments/` for logs.
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**Quick start minimal run**
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1. Install dependencies (if not present): `numpy`, `matplotlib`.
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2. From project root run a single job in a notebook cell:
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```python
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from itt_solver.experiment_driver import default_atomic_factory, run_single
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# build task and params (example provided in repo)
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res = run_single(task, default_atomic_factory(params, task), params, out_dir="experiments")
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print(res)
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