Use with AI agents
The MCP endpoint is /gradio_api/mcp. These tools call the NumPy estimator or return a cited table. run_sar_public_model is not in the public tool list.
compute_sar— live SAR1, SAR2, rank fidelity, and ordering error.compare_additivity— first-order and pairwise residuals from that same call.get_paper_aggregate— cited 18-setting rank fidelity 0.9782 and 0.9959. Not a live recompute.get_recorded_demo— the README GPT-2 Small table. Not a live model run.
The executable example is Try SAR: tutorial function g = A + 0.5*B + C + 0.4*D - A*C + A*B*D, K=4, M=128, n_fit=96, seed=17. Pairwise share stays a held-out estimate, including when it is negative. Paper: arXiv:2610.21261. Code: GitHub.