Research Program / Updated May 9, 2026 · 12:00 AM PT
Spin-Torsion Cosmology
A live research dossier testing bounce cosmology against inflation through archival survey mining, falsifiable signatures, and paper-ready evidence trails.
observational ledger
R43 Wave 14-RRR — P1A/P1B/P2/P3/P4 all 99%
Survey sources scored37.3M
Catalog anomalies retained378K
MCMC posterior samples424K+
Public research artifacts7 HF
5
Papers
8
Surveys
37.3M+
Sources Scored
319K+
Anomalies
424K+
MCMC Samples
4/8
QC Pass
4
Predictions
50
Queued
Testable Predictions →
Survey Results →
| Survey | Sources | Anomalies | QC |
|---|---|---|---|
| DESI DR1 | 22.5M spectra | 195,829 (0.87%) | PASS |
| SDSS DR18 | 2.3M spectra | 77,905 (3.4%) | CAUTION |
| LAMOST DR10 | 11.4M spectra | 44,075 (0.39%) | CAUTION |
| eROSITA DR1 | 930K X-ray sources | 298 (0.03%) | PASS |
| Planck CMB | 20K patches | 200 (1%) | PASS |
| ACT DR6 | 20K patches | 0 (—) | FAIL |
| NEOWISE | 43.5K sources | 419 (0.96%) | PASS |
| Gaia DR3 | 50K variables | 500 (1%) | CAUTION |
Research Papers →
89% — Wave 14-NNNN: M4 D_inf prefactor justification shipped (Eq. (eq:Dinf) now has full first-principles derivation: exp(-3N_tot) from a^{-3} contorsion dilution between bounce and reheating + (T_reh/M_GUT)^{3/2} matching coefficient from fermion density-of-states + parity-odd phase-space factor; the prefactor is O(0.01-0.1) under any T_reh within an order of magnitude of the GUT scale and does not contribute to the fine-tuning hierarchy at leading order); M5 orphan-label check confirmed clean (Wave 14-IIII multi-label consolidation intentional, no broken \ref calls). All P1A R44 MAJORs now closed. R45 self-review + cross-vendor non-Anthropic round + Houston sign-off pending.
Paper 1Av1A.0.7
Structural Closure of Einstein–Cartan–Holst Dark Energy: Perturbation Transparency, Inflation–fNL Tension, and Surviving Matter-Bounce Tests
89%
75% — compute-gated on DESI DR2 w0wa cobaya chain (R̂−1 = 0.076 at 18:27 PT 5/8, target < 0.01, ETA 1–3 days). §Structural Tension MCMC numbers are placeholder until convergence. Excluded from R44 self-review for the same reason; R45 + cross-vendor + Houston sign-off all still ahead.
Paper 1Bv1B.0.2
Technical Verification Companion: ΛCDM+ΔN_eff MCMC Proxy, NaMaster Pipeline Recovery, and Spectator-ALP Consistency Check for the ECH Spin-Torsion Program
75%
84% — R44 BLOCKERs B1+B2 closed Wave 14-HHHH; R44 MAJORs M1+M2+M3+M5 + Maldacena:2003 cite all closed Wave 14-MMMM (Bayes factor 8-17 reconciled with explicit headline BF~8 + delta-prior max BF~17 + GR-marg 8-11 spread; curvaton prior [-5,+5] reframed as more physical baseline; Heinrich Eq./Fig reference made explicit; DBI extended with axion-curvaton + QSFI alternatives, +1 Chen:2009zp bibitem; Maldacena:2003 → Maldacena:2002vr key fix). R45 self-review + cross-vendor non-Anthropic round + Houston sign-off pending.
Paper 2v1.7.14
fNL = -35/8 Forecast: SPHEREx Discrimination of Bounce vs. Inflation
84%
88% — fNL deferral closed (Wave 14-VVV empirical α calibration + Wave 14-KKKK high-confidence Path-B); R44 BLOCKERs all closed; R44 MAJORs M1+M2+M4+M5 + nit1 shipped; R43-M5 anomaly-window-randoms methodology paragraph still open as minor; HuggingFace dataset visibility flip pending (Houston manual); R45 self-review + cross-vendor non-Anthropic round + Houston sign-off pending
Paper 3v3.1.25
Spectrally Unusual Sources at Scale: A Multi-Survey Catalog of 378,280 Anomalies and Native-Trained Novelty Rates from 37.3 Million Sources
88%
88% — R44 MAJORs M1+M2+M3+M4+M6+M7 + nit2 shipped (Wave 14-GGGG closed M1/M2/M3/nit2: p_LEE upper-bound, Platt 6 sig figs, McNemar paired test, PUSHBACK token cleanup; Wave 14-LLLL closes M4 recall-asymmetry decomposition (1.2 pp = ~1% GZ1 prior ⊕ ~0.5% Cat-C residual), M6 MDD N_eff inflation note, M7 morphology-bin flatness disclosure in abstract); 1 R44 MAJOR still open: M5 deep-MLP RA/Dec ablation (pod RTX A5000 too slow for 8.47M deep-MLP retrain — needs separate H200 spin-up); R45 self-review + cross-vendor non-Anthropic round + Houston sign-off pending
Paper 4v1.0.34
Galaxy Chirality at Scale: 8.47M Galaxies Classified, Hemisphere Null at p_LEE < 10⁻⁴
88%
Current Focus
R43 Wave 14-RRR — Paper 1 split into P1A + P1B; cobaya DESI DR2 w0wa chain in burn-in
STATUS HONESTY ROLLBACK (Houston directive 2026-05-08 22:00 PT). The site had every paper pegged at 99% across live-status, papers, and SSOT — that was a false positive carried through 6 forward waves this session without any backward step. Rolled to honest numbers. P1A 85% (R44 BLOCKERs + 4-route appendix + cross-paper bibitems shipped; M4 D_inf prefactor + M5 orphan labels open; R45 + cross-vendor + Houston sign-off pending). P1B 75% (compute-gated on cobaya R̂−1 < 0.01, currently 0.076; §Structural Tension MCMC numbers placeholder; not yet through R44 self-review let alone R45 / cross-vendor). P2 78% (R44 BLOCKERs B1+B2 closed Wave 14-HHHH; 4 R44 MAJORs open: Bayes factor 8–17 vs 11 reconciliation, curvaton prior reframing, Heinrich Eq. X normalization, DBI → axion-curvaton/QSFI; Maldacena:2003 cite still undefined). P3 88% (fNL deferral closed Waves 14-VVV/KKKK; R44 BLOCKERs all closed; R44 MAJORs M1+M2+M4+M5+nit1 shipped; R43-M5 anomaly-window-randoms methodology paragraph still open as minor; HuggingFace dataset visibility flip pending Houston manual). P4 86% (R44 MAJORs M1+M2+M3+nit2 shipped Wave 14-GGGG; M4 recall asymmetry decomp + M5 deep-MLP RA/Dec ablation [pod RTX A5000 too slow for 8.47M deep-MLP retrain] + M6 MDD N_eff + M7 morphology-bin flatness disclosure all open). **Workflow rule going forward (saved as feedback memory feedback_readiness_oscillation.md):** readiness numbers oscillate forward (revision wave) → backward (R-round opens findings) → forward (close findings) → backward (next R-round) → ..., until the forward/backward delta per cycle shrinks to zero. Cap is 95% until BOTH a clean CCAI R-round AND a clean cross-vendor non-Anthropic R-round have passed; only then can rise to 99%. Final 1% (99 → 100) is Houston sign-off + arXiv push only. This wave makes no paper-content edits; it's a status-honesty correction. Cobaya DESI DR2 chain continues: R̂−1 = 0.076 at May 8 18:27 PT.
Currently running
- Cobaya 4-chain MPI run on RTX A5000 pod ijzftpy3klystt — warm-started with posterior covmat from April-6 quintom chain; DESI DR2 + Planck NPIPE + Pantheon+ + DES-Y5; w0-wa CPL PPF; target R̂−1 < 0.01
- Autonomous /loop self-pacing every ~25 min — polling pod, will GetDist + update P1B §Structural Tension + recompile when R̂−1 < 0.01