DATA LAYER · PATTERN SIGNALS

Pattern signals

Machine-generated observations the platform produces by cross-referencing facts, contradictions, and connections in the database. Each one is a one-line corroboration or contradiction signal — data, not narrative.

2,088 signals on file. For the hand-crafted narrative findings derived from this work, see /findings.

//2581 SIGNIFICANT CORROBORATION undated

Trae Stephens: Founders Fund's Form ADV filings do not disclose individual partner economics or explicitly permit retroactive carried interest allocations as a contr…

Trae Stephens
2 sources on file
//2580 SIGNIFICANT CORROBORATION undated

Trae Stephens: The SEC's Form ADV reporting requirements for registered investment advisers (including Founders Fund Management, LLC if applicable) would disclose pa…

Trae Stephens
2 sources on file
//2579 SIGNIFICANT CORROBORATION undated

Trae Stephens: No public congressional testimony by Trae Stephens or any Anduril Industries executive has been recorded before the House or Senate Armed Services ful…

Trae Stephens
2 sources on file
//2578 SIGNIFICANT CORROBORATION undated

Project Maven: Google employees who opposed Project Maven and left the company would have been bound by mandatory arbitration clauses in their employment contracts, …

Project Maven
1 source on file
//2571 SIGNIFICANT CORROBORATION undated

Anduril Industries: The absence of GAO analysis on OTA liability is consistent with a broader pattern of regulatory bypass in defense acquisition: as OTA spending increas…

Anduril Industries
2 sources on file
//2566 SIGNIFICANT CORROBORATION undated

Hanmi Semiconductor: The 479.5 billion won profit realized from HPSP investment (Fact 11) provides a documented financial incentive for Hanmi Semiconductor and its chairma…

Hanmi Semiconductor
2 sources on file
//2565 SIGNIFICANT CORROBORATION undated

Hanmi Semiconductor: Korea's 2021 FIPA amendments granting retrospective review authority for foreign investments in semiconductor equipment manufacturing would apply to t…

Hanmi Semiconductor
2 sources on file
//2564 SIGNIFICANT CORROBORATION undated

Project Maven: No publicly available FOIA releases from the Department of Defense or Defense Innovation Unit have confirmed the specific contract vehicle (PIID numbe…

Project Maven
1 source on file
//2563 SIGNIFICANT CORROBORATION undated

Project Maven: Project Maven contract awards through the Defense Innovation Unit (DIU) in 2017-2018 used Other Transaction Authority (OTA), which is exempt from FAR-…

Project Maven
1 source on file
//2560 SIGNIFICANT CORROBORATION undated

World Liberty Financial: Tahnoun bin Zayed's 49% stake in World Liberty Financial was acquired on January 16, 2025, four days before Donald Trump's inauguration, a timing that…

World Liberty Financial
1 source on file
//2557 SIGNIFICANT CORROBORATION undated

Palantir Technologies: Palantir's use of at least two external lobbying firms (Cornerstone Government Affairs, Miller Strategies) creates potential gaps in publicly traceabl…

Palantir Technologies
1 source on file
//2554 SIGNIFICANT CORROBORATION undated

World Liberty Financial: The 20% fee share arrangement between World Liberty Financial and Aave DAO is structured through the Aave V3 protocol architecture, meaning the revenu…

World Liberty Financial
1 source on file
//2551 SIGNIFICANT CORROBORATION undated

Project Maven: Palantir's quarterly lobbying spending increased most sharply between Q2 2017 ($125k) and Q4 2017 ($230k), a period that immediately followed the Pent…

Project Maven
1 source on file
//2549 SIGNIFICANT CORROBORATION undated

World Liberty Financial: The Trump family's 60% ownership and 75% revenue entitlement from WLF (established facts #12, #18) structurally subordinates Aave DAO's 7% governance …

World Liberty Financial
1 source on file
//2548 SIGNIFICANT CORROBORATION undated

World Liberty Financial: The purchase of AAVE governance tokens by World Liberty Financial coincided with Donald Trump's assumption of presidential authority on January 20, 20…

World Liberty Financial
1 source on file
//2542 SIGNIFICANT CORROBORATION undated

Thiel Capital: The absence of SEC accession numbers for Thiel Capital filings creates a structural verification gap that prevents the public from determining whether…

Thiel Capital
1 source on file
//2540 SIGNIFICANT CORROBORATION undated

Thiel Capital: Thiel Capital's February 14 SEC filings in 2022 and 2023 are consistent with Schedule 13G annual amendment deadlines under Rule 13d-1(b)(d) for passiv…

Thiel Capital
1 source on file
//2538 SIGNIFICANT CORROBORATION undated

Valar Ventures: A five-year gap in SEC filings by a Registered Investment Adviser managing funds with $170M in ongoing distributions to a single LP is inconsistent wi…

Valar Ventures
1 source on file
//2537 SIGNIFICANT CORROBORATION undated

Valar Ventures: The timing of Valar Ventures' SEC filing cessation (late 2019) is consistent with a fund management decision to minimize regulatory scrutiny following…

Valar Ventures
1 source on file
//2536 SIGNIFICANT CORROBORATION undated

Elon Musk: The 8-year period from SpaceX's first major defense contract competition (NSSL Phase 2 eligibility determination, 2016) to the end of the study period…

Elon Musk
2 sources on file
//2533 SIGNIFICANT CORROBORATION undated

Project Maven: Palantir's lobbying expenditure spike in 2017 is consistent with a strategy to position itself as preferred successor to Google on Project Maven follo…

Project Maven
1 source on file
//2526 SIGNIFICANT CORROBORATION undated

Palantir Technologies: At least four UK government officials with oversight of defense procurement met with Palantir executives in Washington DC in February 2025, including …

Palantir Technologies
2 sources on file
//2522 SIGNIFICANT CORROBORATION undated

xAI: The SEC EDGAR entity named 'xAI' that filed in 2018 and shows a 2026 entry is almost certainly not Elon Musk's xAI Corp (CIK 2002695, incorporated Mar…

xAI
1 source on file
//2517 SIGNIFICANT CORROBORATION undated

HPSP: HPSP's equipment may be classified as a subsystem incorporated into a larger multi-step semiconductor tool, meaning BIS export licenses would be issue…

HPSP
1 source on file
//2510 SIGNIFICANT CORROBORATION undated

Kash Patel: SEC EDGAR filings under the name 'Kash Patel' from 2018 to 2024 are ambiguous as to identity; no filing in the public dataset includes a verifier such…

Kash Patel
1 source on file
//2506 SIGNIFICANT CORROBORATION undated

Peter Navarro: The House Select Subcommittee on the Coronavirus Crisis, which investigated Navarro's role in directing over $1 billion in contracts, was dissolved in…

Peter Navarro
1 source on file
//2505 SIGNIFICANT CORROBORATION undated

Peter Navarro: No registered lobbying disclosure links Phlow Corporation to Peter Navarro or any trade-policy focused firm from 2021-2024, consistent with the claim …

Peter Navarro
1 source on file
//2502 SIGNIFICANT CORROBORATION undated

CACI International: The previously stated inference that CACI's subsidiary conversions occurred during the 'peak liability-determination phase' of Al Shimari is sustained…

CACI International
1 source on file
//2499 SIGNIFICANT CORROBORATION undated

Ron Wyden: No public documentation exists confirming the specific content or scope restrictions of the 1,000+ pages reviewed by Finance Committee staff on Februa…

Ron Wyden
1 source on file
//2498 SIGNIFICANT CORROBORATION undated

Ron Wyden: The February 14, 2024 document review at Treasury occurred when the department was under Democratic leadership, while the 2025 refusals occurred under…

Ron Wyden
1 source on file