Auditability-First Science_ Cryptographic Determinism as a New Standard for Reproducible Research

CODES Framework Abstract: The replication crisis shows that post-hoc reproducibility is structurally insufficient. Peer review, p-values, and “data on request” cannot prevent p-hacking, selective reporting, or HARKing. Auditability-first science inverts the workflow: build a deterministic audit substrate before experimentation, pre-register hypotheses with cryptographic timestamps, and publish only with deterministic replay proofs. Using fixed-point computation and bundleHash verification, predictions are locked prior to data collection and results are released with platform-independent proofs of non-manipulation. Demonstrated via RIC v2, whose golden test suite is fully reproducible across platforms, auditability-first shifts truth from social consensus to cryptographic verifiability and offers a practical, field-agnostic path out of the replication crisis.

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2025-11-09
DOI
https://doi.org/10.5281/zenodo.17567056
Primary Topic
Scientific Computing and Data Management
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Auditability-First Science_ Cryptographic Determinism as a New Standard for Reproducible Research

Zenodo (CERN European Organization for Nuclear Research)
Scientific Computing and Data Management
article

Auditability-First Science_ Cryptographic Determinism as a New Standard for Reproducible Research

article en

Abstract

CODES Framework Abstract: The replication crisis shows that post-hoc reproducibility is structurally insufficient. Peer review, p-values, and “data on request” cannot prevent p-hacking, selective reporting, or HARKing. Auditability-first science inverts the workflow: build a deterministic audit substrate before experimentation, pre-register hypotheses with cryptographic timestamps, and publish only with deterministic replay proofs. Using fixed-point computation and bundleHash verification, predictions are locked prior to data collection and results are released with platform-independent proofs of non-manipulation. Demonstrated via RIC v2, whose golden test suite is fully reproducible across platforms, auditability-first shifts truth from social consensus to cryptographic verifiability and offers a practical, field-agnostic path out of the replication crisis.

Zenodo (CERN European Organization for Nuclear Research)
Openalex Percentile: Top 24%
Scientific Computing and Data Management
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.