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Flagship lab

Big Bounce Cosmology

Observational tests of bounce cosmology across galaxy chirality, dark-energy closure, non-Gaussianity forecasts, and multi-survey anomalies.

Level 3 · lightweight reproductionVisit bigbounce.hubify.app

scoped to P1B NaMaster synthetic-window smoke test only

Six research programs

P1AECH No-Go Theoremv1A.0.126
P1BNaMaster Proof / MCMC Companionv2B.0.14
P2Bounce f_NL Forecastv1.7.128
P3Multi-Survey Anomaly Catalog (ApJS)v3.2.0-r13
P4Galaxy Chirality Catalogv1.0.271
P5DESI Chiralityv0.1.142-2026-07-22

Reproducibility, honestly reported

A view is not a reproduction. A cloned environment is not a verified result. This is exactly how far Big Bounce Cosmology has been reproduced, and no further.

L0
archived

Complete — 740 publication-critical files SHA-256 hashed at source commit 130cc061.

Verified
L1
environment reconstructedscoped to packages/namaster-proof (P1B) only

Real venv built and namaster-proof[test] installed; its own 41-test suite passed; pip freeze captured verbatim (python 3.12.13, numpy 2.5.1, pytest 9.1.1). The wider ML/astropy stack has no lockfile in source and is NOT covered.

Verified
L2
artifacts verifiedscoped to 740/740 local-against-source; 663/740 (89.6%) independently remote-verified

An anonymous cloner with no source-repo access can verify 663 of 740 artifacts by SHA-256 over HTTPS against bigbounce.hubify.app (verify_artifacts.py --remote; 663 OK, 0 mismatched). The remaining 77 require the source repo and the verifier reports them as unverified rather than passing them.

Verified
L3
lightweight reproductionscoped to P1B NaMaster synthetic-window smoke test only

Re-runs P1B's own CI check: recovered 0.25 deg vs injected 0.25 deg, equivalence error 2.78e-17 against the repo's 1e-14 bar, in 0.036s. No GPU, no large download. The other five programs have no demonstrated lightweight reproduction.

Verified
L4
partial computational

Staged next.

Staged
L5
full reproduction

Staged next — requires explicit cost authorization before any compute runs.

Staged

Provenance

Source repo
github.com/Hubify-Projects/bigbounce
Safety tag
safety/pre-hubify-lab-2026-07-23
Manifest commit
130cc061

The isolated reproduction repo (Hubify-Projects/bigbounce-lab) is public — anyone can clone and verify it.

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