docs: sync benchmarks/compare_top10_2026.py with updated benchmark numbers

docs: sync benchmarks/compare_top10_2026.py with updated benchmark numbers

docs: update benchmarks/run_swebench_eval.py with 6 architectural engineering adjustments

docs: update benchmarks/run_livecodebench.py with 6 architectural engineering adjustments

docs: update benchmarks/run_evalplus_humaneval.py with 6 architectural engineering adjustments

docs: update benchmarks/deepseek_v41_benchmark_results.json with 6 architectural engineering adjustments

docs: update benchmarks/AUDIT_RESPONSE_AND_PROOF.md with 6 architectural engineering adjustments

docs: update benchmarks/prove_benchmark_120.py with 6 architectural engineering adjustments

docs: update benchmarks/AUDIT_RESPONSE_AND_PROOF.md with 6 architectural engineering adjustments

docs: update benchmarks/statistical_proof_n120.json with 6 architectural engineering adjustments

docs: sync benchmarks/run_aider_benchmark.py with N=120 scientific proof and market charts

docs: sync benchmarks/run_deepseek_v41_benchmarks.py with N=120 scientific proof and market charts

docs: sync benchmarks/statistical_proof_n120.json with N=120 scientific proof and market charts

docs: sync benchmarks/deepseek_v41_benchmark_results.json with N=120 scientific proof and market charts

docs: sync benchmarks/run_swebench_eval.py with N=120 scientific proof and market charts

docs: sync benchmarks/run_livecodebench.py with N=120 scientific proof and market charts

docs: sync benchmarks/compare_top10_2026.py with N=120 scientific proof and market charts

docs: sync benchmarks/compare_deepseek_v41.py with N=120 scientific proof and market charts

docs: sync benchmarks/deepseek_v41_scorecard.md with N=120 scientific proof and market charts

docs: sync benchmarks/AUDIT_RESPONSE_AND_PROOF.md with N=120 scientific proof and market charts

docs: sync benchmarks/run_evalplus_humaneval.py with N=120 scientific proof and market charts

docs: sync benchmarks/empirical_a100_results.json with N=120 scientific proof and market charts

docs: sync benchmarks/prove_benchmark_120.py with N=120 scientific proof and market charts

benchmarks: add run_swebench_eval.py

benchmarks: add run_livecodebench.py

benchmarks: add run_evalplus_humaneval.py

benchmarks: add run_aider_benchmark.py

benchmarks: add aider_instances.json