null-results

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NITISH-R-G / svg-ambiguity-bench

An evaluation methodology for context-augmentation experiments: a format-matched control that separates whether added context helps because of its information or its format. Pre-registered instrument, mutation-audited scorer, worked example in SVG reference resolution.

svg benchmark reproducible-research preregistration evaluation-methodology llm-evaluation small-language-models null-results reference-resolution

Updated Jul 31, 2026
Python

IR14 / e5-137-finite-field-audit

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Finite-field audit notes, reproducible tests, and LaTeX preprint for the e-5-137 parameterization.

python latex cpp computational-physics thermodynamics cosmology finite-fields reproducibility null-results gf137 e5-137

Updated Jun 1, 2026
Python

Junaid-Ahmed-Rupok / DemocracyGuard

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An honest empirical test of subjective/objective reconciliation for forecasting democratic backsliding using ensemble learning.

machine-learning random-forest democracy dpi political-science forecasting ensemble-learning reproducibility social-sciences elastic-net gradient-boosting regime-change time-series-forecasting v-dem democratic-backsliding null-results nelda adverse-regime-transitions

Updated Jul 21, 2026
Jupyter Notebook

hermes-labs-ai / the-asymmetric-burden-of-proof

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Archival repository for the Zenodo paper The Asymmetric Burden of Proof.

reproducible-research research-paper model-evaluation ai-safety ai-agents evidence-synthesis large-language-models llm-evaluation ai-reliability null-results epistemic-engineering hermes-labs

Updated Aug 6, 2026
Python

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