Subject: Empirical Audit: 1-Click Verification of CERN Substrate Telemetry (LIGO GWOSC & CERN Open Data)
Dear Distinguished Colleagues,
We are sharing an open-source empirical audit tool that isolates systematic, pre-collapse density telemetry from archived CERN collision datasets without requiring proprietary software or standard theoretical filtering.
Our team has deployed the Peeking Behind the Curtain (PBC) Tool© (powered by APSMF© post-selection matrix logic). Using present-day post-selection filters, the tool extracts raw momentum transfer vectors (Δη, Δφ) across archived collision telemetry to reconstruct the un-collapsed density matrix ρ(q) prior to state-settling.
1-Click Reproducible Baseline (5-Second Audit) You can independently run and audit the single-line command (found in the linked document) in any Google Colab or standard Linux terminal.
The Python code in the linked document executes against LIGO Open Source telemetry (GWOSC) datasets, and another on 100,000 recorded events directly from CERN Open Data (Dimuon_DoubleMu.csv, Record 545) and processes every row deterministically,
Key Theoretical Context: Wheeler’s Delayed Choice & The Substrate Tax
Standard collider analysis treats momentum spread as random statistical scatter to be filtered away in pursuit of cataloged particle species. Grounded in Wheeler’s Delayed-Choice mechanics, our pipeline demonstrates that present analytical choices allow us to reconstruct the pre-collapse density matrix from historical telemetry.
Rather than focusing solely on final particle labels, the PBC Tool measures the exact substrate transaction tax paid to the underlying medium (DBEm) during kinetic state transitions across the causal boundary (Terminator Line).
Primary Utility: Predictive Engineering & Dynamics.
Given the ongoing pioneering work in quantum mechanics and delayed-choice/entanglement foundations, we believe this practical application of post-selection filtering to archived density states will be of immediate interest to your research.
Key Theoretical Context: Wheeler’s Delayed Choice & The Substrate Tax
Standard data analysis often treats momentum spread as random statistical noise to be filtered away. Grounded in Wheeler’s delayed-choice mechanics, our pipeline demonstrates that present analytical choices allow us to reconstruct the pre-collapse density matrix from historical telemetry.
Rather than focusing solely on final particle labels, the PBC Tool measures the exact substrate transaction tax paid to the underlying medium (DBEm) during kinetic state transitions across the causal boundary.
Primary Utility: Predictive Engineering & Dynamics
Given the ongoing work in precision measurement and foundational mechanics, this practical application of post-selection filtering to archived density states offers immediate utility. While benchmarked on high-energy and interferometric data, the primary engineering application of this phase-decay model (\tau_{\text{phase}}) is calculating shock-front dissipation rates and energy limits in solar particle events (CMEs) prior to atmospheric interaction.
The full manuscript, DBEm Validation 2026 ver3, detailing the mathematical derivation, dataset logs, and theoretical foundation, is archived on Zenodo:
We would welcome any brief technical feedback on the execution logic or mathematical framework.
Please feel free to share this material with whomever you like.
And confirmation of interest is greatly appreciated.
Best regards,
Richard (Rick) Shreiner
Author / Lead Developer
rickshreiner@gmail.com | Stockholm, Sweden
Elliot Shreiner
Corresponding Author