All Episodes
35 episodes
Episode 1: The Corpus
4 parts
What 2.1 million released documents actually contain: the processing pipeline, the 42% still withheld, and statistical estimates of what remains unseen.
Episode 2: Banking Failures
5 parts
Wire transfers, suspicious activity reports, and willful blindness — how hundreds of millions moved through banks that saw the red flags and kept processing.
Episode 3: Ghosts in the Machine
4 parts
OCR hallucinations, misread names, and 2.38 million extracted entities — the machine-reading errors that shape what the corpus appears to say.
Episode 4: Aircraft, Shells, and the USVI
3 parts
Eight aircraft in FAA records, fifty-three shell companies, and how the US Virgin Islands became a domestic offshore haven.
Episode 5: The FedEx Logistics Network
3 parts
2,894 FedEx packages, 148 third-party shipments, and the 457 Madison Avenue command center behind Epstein's physical logistics.
Episode 6: Computational Forensics at Scale
6 parts
Vision models reading handwritten flight logs, network topology across 2.38 million entities, and changepoint detection on decades of documents.
Episode 7: Verification and Synthesis
6 parts
How six agents corroborated the corpus, entity resolution built one namespace from 2.38 million fragments, and what cross-domain synthesis actually found.
Episode 8: Congress Opens the Files
4 parts
The Transparency Act, the February 2026 congressional actions, and the international criminal response the releases triggered.
Episode 9: Four Jurisdictions
5 parts
France, the UK, New York, and Lithuania — tracing where the evidence converges across borders and what each jurisdiction is pursuing.
Episode 10: Method Over Myth
3 parts
Zero evidence for Pizzagate in 2.1 million documents, four tiers of claim verification, and why method is the protagonist of this investigation.
Episode 11: The Inner Circle
6 parts
Darren Indyke, Richard Kahn, Bella Klein, and Lesley Groff — the lawyers, accountants, and gatekeepers who kept the operation running.
Episode 12: The Properties
4 parts
9 East 71st Street, 575 Lexington, Red Hook Quarter, and Zorro Ranch — what the real estate records and shipping destinations reveal.
Episode 13: The Key Documents
6 parts
The 29-page SAR, the 2013 approval email, the Birthday Book, and the nine-page Non-Prosecution Agreement that shadowed everything for twelve years.
Episode 14: The Shell Entities
6 parts
Southern Trust's $391 million, Harlequin Dane's circular flows, and the twin JEGE entities — anatomy of the corporate architecture.
Episode 15: Turning Points
4 parts
The Deutsche Bank exit, the October 2005 cutoff, the final 48 hours, and the NPA's twelve-year shadow — the dates that define the timeline.
Episode 16: Institutional Comparisons
3 parts
Deutsche Bank vs. TD Bank, mislabeled DOJ data sets, and redacted vs. unredacted flight logs — what side-by-side comparison exposes.
Episode 17: Search and Statistics
4 parts
Sub-second search across 2.1 million documents, the German Tank Problem applied to missing records, and why nothing in the corpus is a finding by itself.
Episode 18: Data Quality Failures
3 parts
197,945 singleton entities, garbage clusters that connect noise to noise, and the phantom city created by 190 pages of absorbed headers.
Episode 19: Public Figures Under Scrutiny
5 parts
Wexner's 'I was conned,' Clinton under subpoena, the Mandelson arrest, and Poland's thin evidence — where named figures stand in the record.
Episode 20: Reproducing the Pipeline
3 parts
The single-PC pipeline, the PostgreSQL schema, and how to download and verify the corpus yourself.
Episode 21: Cross-Domain Observations
3 parts
Indyke and Kahn across every domain, the victim privacy crisis, and the $1.08 billion in flows the records cannot fully trace.
Episode 22: Notable Wire Transfers
6 parts
The $14.66 million IOLA problem, 31 butterfly wires, and the retainer replenishments — the individual transfers that document the machine.
Episode 23: Notable FedEx Shipments
6 parts
RADIO FENCE, the island shipments, and a pseudonym on a shipping label — the packages that turn logistics records into evidence.
Episode 24: Edge Cases
2 parts
OBS-4 through OBS-6: the limits of indirect connection and what happens when scanning software hallucinates countries from blank forms.
Episode 25: The DOJ Data Sets
6 parts
Twelve releases, from the December deadline through 950,000 pages of Deutsche Bank records to the misidentified email trove.
Episode 26: The Legal Proceedings
7 parts
Giuffre v. Maxwell, USA v. Epstein, USVI v. Estate, and the FOIA suit for the other 42% — the cases that produced the record.
Episode 27: Financial Crime Typologies
7 parts
Circular ownership, five-jurisdiction layering, textbook structuring, and pass-through detection — the laundering patterns in the data.
Episode 28: The Email Corpus
5 parts
jeevacation@gmail.com, the Centurion booking to Moscow, and the Relativity load files proving the emails were already reviewed.
Episode 29: The Congressional Players
8 parts
Massie, Khanna, Higgins, and Raskin — the members who forced the vote, made it bipartisan, and followed the money.
Episode 30: Producing PAPER TRAIL
11 parts
Three arcs, fourteen episodes: how the documentary series was built, graded for verification, and prepared for distribution.
Episode 31: The Accountability Framework
9 parts
The accountability matrix, willful blindness categories, and evidence chains with compound confidence — the analytical scaffolding.
Episode 32: The Chronology
5 parts
Palm Beach to the NPA, the thirty-five days of 2019, the Maxwell trial, and the 427-1 vote — the complete arc in four parts.
Episode 33: The MCC Evidence
8 parts
419 surveillance videos, 278 guard gaps, and 42 unguarded door changes — the forensic record of the night Epstein died.
Episode 34: Congressional District Guides
29 parts
What the Epstein files mean district by district — constituent guides for 29 members of Congress with oversight roles.
Episode 35: The Academic Network
1 part
Lawrence Krauss, 29,399 mentions, and the Origins Project — where the money met the academy.