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experiments/regulatory_compliance
experiments/regulatory_compliance
 
 
osf_upload
osf_upload
 
 
paper
paper
 
 
.gitignore
.gitignore
 
 
AXIOM_SPECIFICATION.md
AXIOM_SPECIFICATION.md
 
 
CLAUDE.md
CLAUDE.md
 
 
README.md
README.md
 
 
REPRODUCIBILITY.md
REPRODUCIBILITY.md
 
 
RESEARCH_LOG.md
RESEARCH_LOG.md
 
 
RESULTS.md
RESULTS.md
 
 
axiom_ablation.py
axiom_ablation.py
 
 
axioms_definitions_v2.py
axioms_definitions_v2.py
 
 
download_hscode_data.py
download_hscode_data.py
 
 
enhance_hscode_dataset.py
enhance_hscode_dataset.py
 
 
expand_hscode_dataset.py
expand_hscode_dataset.py
 
 
experiment_runner_async.py
experiment_runner_async.py
 
 
experiment_runner_v2.py
experiment_runner_v2.py
 
 
extraction.py
extraction.py
 
 
fix_hscode_dataset.py
fix_hscode_dataset.py
 
 
llm_integration.py
llm_integration.py
 
 
multivariate_analysis.py
multivariate_analysis.py
 
 
prepare_gold_datasets.py
prepare_gold_datasets.py
 
 
prepare_publication.py
prepare_publication.py
 
 
prepare_spdx_from_github.py
prepare_spdx_from_github.py
 
 
preregistration.md
preregistration.md
 
 
pyproject.toml
pyproject.toml
 
 
quick_test.py
quick_test.py
 
 
reg_sp_annotate.py
reg_sp_annotate.py
 
 
run_ablation.py
run_ablation.py
 
 
run_experiment_batch.py
run_experiment_batch.py
 
 
run_full_variance.py
run_full_variance.py
 
 
run_scheduled_experiments.py
run_scheduled_experiments.py
 
 
run_variance_analysis.py
run_variance_analysis.py
 
 
run_variance_focused.py
run_variance_focused.py
 
 
scrape_cross_advanced.py
scrape_cross_advanced.py
 
 
test_axiom_styles.py
test_axiom_styles.py
 
 
test_label_alignment.py
test_label_alignment.py
 
 
watch_experiments.py
watch_experiments.py
 
 

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The 70% Rule: When Axiomatic Prompting Helps, and When It Hurts
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