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.

1,360 signals on file. For the hand-crafted narrative findings derived from this work, see /findings.

//3018 NOTABLE CONTRADICTION undated

Hanmi Semiconductor: The combination of a $13.3B market cap and only $151.1M in annual revenue places Hanmi Semiconductor in an extreme valuation category typically reserv…

Hanmi Semiconductor
2 sources on file
//3017 NOTABLE CONTRADICTION undated

Hanmi Semiconductor: Korea's 2021 FIPA amendment Article 8-2 explicitly authorizes Ministry of Trade, Industry and Energy to conduct retrospective reviews of foreign inves…

Hanmi Semiconductor
1 source on file
//3016 NOTABLE CONTRADICTION undated

Stephen Miller: America First Legal Foundation's Form 990 Schedule B for any year between 2021 and 2024 has not been published in publicly accessible databases (e.g.,…

Stephen Miller
2 sources on file
//3012 NOTABLE CONTRADICTION undated

Stephen Miller: The claim that any future SEC EDGAR search for 'Stephen Miller'+Palantir without OGE cross-reference will produce inconclusive results is accurate: th…

Stephen Miller
1 source on file
//3004 NOTABLE CONTRADICTION undated

Mike Haridopolos: The CBO's OBBB deficit estimate ($3 trillion+) directly contradicts Haridopolos's fiscal-hawk record (Florida Senate budget balanced without tax hikes…

Mike Haridopolos
1 source on file
//3000 NOTABLE CONTRADICTION undated

Hanmi Semiconductor: The 2016 Thiel/Danzeisen/Crescendo convertible bond investment in Hanmi Semiconductor was issued during a period when the target company had active U.…

Hanmi Semiconductor
1 source on file
//2999 NOTABLE CONTRADICTION undated

Valar Ventures: The performance of Valar Ventures' 2020 vintage fund shows a -2.3% IRR (according to PSERS data), which significantly underperforms the implied annual…

Valar Ventures
1 source on file
//2997 NOTABLE CONTRADICTION undated

Michelle Fischbach: Fischbach's position on the House Agriculture Committee's Commodity Exchanges, Energy, and Credit Subcommittee gave her direct jurisdiction over sugar…

Michelle Fischbach
1 source on file
//2994 NOTABLE CONTRADICTION undated

Stephen Miller: OGE's Employee ID assignment protocol lacks a cross-agency Person Identifier standard, meaning Stephen Miller's 2017 and 2025 OGE disclosures cannot b…

Stephen Miller
1 source on file
//2991 NOTABLE CONTRADICTION undated

Stephen Miller: SEC EDGAR already collects filer address, employer, and occupation for beneficial ownership filings (Form 3, Form 4, Schedule 13D), which allows algor…

Stephen Miller
1 source on file
//2990 NOTABLE CONTRADICTION undated

Curtis Yarvin: The 2014 Yarvin v. Burnham lawsuit (San Francisco Superior Court Case CGC-14-543454) is the single best public record for establishing Tlon's state of…

Curtis Yarvin
1 source on file
//2986 NOTABLE CONTRADICTION undated

NSO Group: The Entity List designation (November 2021) rendered any ongoing U.S. investment in NSO Group presumptively violative of 15 CFR §744.11, requiring U.S…

NSO Group
1 source on file
//2985 NOTABLE CONTRADICTION undated

NSO Group: Q Cyber Technologies Ltd. is a holding company incorporated in 2018 that issued a $400 million credit facility from U.S. investment firms; its U.S. su…

NSO Group
1 source on file
//2976 NOTABLE CONTRADICTION undated

SentinelOne: Check Point Software, Palo Alto Networks, and CyberArk have been directly awarded federal contracts dating back at least to the 2000s (Check Point: 19…

SentinelOne
1 source on file
//2975 NOTABLE CONTRADICTION undated

SentinelOne: TechNet and BSA, the two trade associations cited as possible lobbying proxies for SentinelOne, are among several cybersecurity-industry advocacy grou…

SentinelOne
1 source on file
//2972 NOTABLE CONTRADICTION undated

SentinelOne: A same-date 10-K + 8-K filing pair is standard practice for public companies reporting material events (e.g., earnings release, executive changes) con…

SentinelOne
1 source on file
//2971 NOTABLE CONTRADICTION undated

SentinelOne: The SEC allows electronic filers to submit certain filings with a requested effective date up to 90 days in the future, but this is limited to registr…

SentinelOne
1 source on file
//2969 NOTABLE CONTRADICTION undated

SentinelOne: As of 2025, SentinelOne has no registered GSA contract vehicles (Schedule 70, STARS III) or federal procurement records in USASpending, either as a pr…

SentinelOne
1 source on file
//2960 NOTABLE CONTRADICTION undated

Department of Government Efficiency (DOGE): At least one of the six filings is likely an 8-K (current report) rather than a 10-Q/10-K, because 8-Ks are triggered by 'material definitive agreemen…

Department of Government Efficiency (DOGE)
1 source on file
//2954 NOTABLE CONTRADICTION undated

Chris Brose: Chris Brose has not been called to testify before the House or Senate Armed Services Committees in any capacity (as an Anduril executive, Carnegie fel…

Chris Brose
1 source on file
//2949 NOTABLE CONTRADICTION undated

Richard Li: No direct evidence links the February 2023 filing cluster specifically to the MoneyHero/Bridgetown 2 merger closing (late 2022); the timing gap of 2-3…

Richard Li
1 source on file
//2947 NOTABLE CONTRADICTION undated

Richard Li: No SEC EDGAR filing for Richard Li or Pacific Century Group exists with a filing date in February 2014, suggesting the claimed Form 5 filing may have …

Richard Li
1 source on file
//2945 NOTABLE CONTRADICTION undated

Brian Schimpf: The claim that Anduril's revenue growth 'accelerated before the 2025 administration change' is inconsistent with the fact that the company's two large…

Brian Schimpf
1 source on file
//2941 NOTABLE CONTRADICTION undated

Stephen Miller: Stephen Miller's OGE Form 278e for his 2025 Deputy Chief of Staff role shows Palantir stock held in a child's brokerage account valued at $100,001-$25…

Stephen Miller
1 source on file
//2940 NOTABLE CONTRADICTION undated

Stephen Miller: Stephen Miller's child's brokerage account ownership of Palantir stock (disclosed Jan 2025 at $100k-$250k) creates a structurally different conflict f…

Stephen Miller
1 source on file
//2936 NOTABLE CONTRADICTION undated

Curtis Yarvin: The Urbit Foundation, as a non-profit entity, files IRS Form 990 rather than SEC disclosures, meaning the relevant regulatory question is whether the …

Curtis Yarvin
1 source on file
//2933 NOTABLE CONTRADICTION undated

Curtis Yarvin: If Tlon Corporation did not file any state-level or federal Form D securities exemption filings from 2013-2024, that would be a noteworthy gap suggest…

Curtis Yarvin
2 sources on file
//2932 NOTABLE CONTRADICTION undated

Department of Government Efficiency (DOGE): No lobbying disclosures referencing DOGE appear in the Senate Office of Public Records database for the period corresponding to the SEC filings, creat…

Department of Government Efficiency (DOGE)
1 source on file
//2923 NOTABLE CONTRADICTION undated

Michael Flynn: Michael T. Flynn's documented financial disclosures show over $1.3 million in 2016 income and liquid assets that were subject to forfeiture in his ple…

Michael Flynn
1 source on file
//2921 NOTABLE CONTRADICTION undated

Federal Bureau of Investigation (FBI): The 2021 FBI data misconfiguration involving Palantir-linked systems occurred while Palantir CEO Alex Karp had publicly stated the company had a 'firm…

Federal Bureau of Investigation (FBI)
1 source on file