§ 1The Documents That Could Not Exist
Seven documents in the Hennepin County corpus carry internal timestamps that predate the software used to create them. The proof requires only subtraction.
Seven court documents were stamped with creation dates before the software that made them existed
The producer string identifies the software as Aspose.Words for .NET 14.2.0.0, released February 2014. Seven documents carry XMP creation dates before February 2014. A document cannot be created by software that does not yet exist.
Every one of the 22 defendants whose documents appear in this cohort also appears in at least one other independent forensic anomaly. The cohort is 0.6% of the corpus by count and 100% concentrated in defendants who appear across multiple anomaly dimensions.
The largest single fabrication gap is 4,404 days — twelve years and one month
A Dismissal by Prosecuting Attorney filed September 30, 2025 carries a creation date of September 9, 2013. There is no scenario in which a document filed in 2025 was legitimately created twelve years earlier.
The extreme gap establishes that creation timestamps in this cohort were set deliberately, not corrupted by a metadata error.
Seventeen Notice of Intent to Prosecute filings for fourteen different defendants share one creation timestamp — to the minute
Seventeen NIPs covering fourteen separate defendants across 1,056 days share an identical creation timestamp: February 26, 2019 at 15:05 UTC. The NIP is the specific filing under Minn. Stat. § 611.45 Subd. 3 that prevents dismissal of criminal charges against incompetent defendants. Eighteen of 27 Aspose-tainted documents (66.7%) are NIPs. Thomas Arneson appears on 17 of those 18 (94.4% vs. a 37.3% baseline — probability of this concentration by chance: roughly one in a million).
The one filing type that converts mandatory dismissal into indefinite prosecution is, in 37.5% of all instances in this corpus, demonstrably batch-produced from a frozen template.
All 27 documents with impossible timestamps passed through the official Minnesota judicial e-filing system
All 27 Aspose-tainted documents carry the iText® 7.1.16 “Minnesota Judicial Branch; licensed version” stamp — applied by the court’s own e-filing infrastructure. These documents did not enter the record from outside.
The fabrication is inside the court’s production pipeline, not introduced by a third party.
A 2019 Rule 20.01 order was generated fresh on April 30, 2024 — five years and three months after its filing date
The Rule 20.01 competency order for Aesha Osman (27-CR-18-18391) was not retrieved from a stored archive. PDF creation metadata shows it was created on April 30, 2024 — 1,919 days after its filing date.
This demonstrates a capability: the court’s document system can generate PDFs to specification at time of request.
§ 2The Stamped Signatures and Stamped Seals
Signatures and seals appearing identical across documents from different officers, different years, and different jurisdictions — when independent production always yields different outputs.
One Minnesota State Seal image is byte-for-byte identical across 168 charging documents spanning 142 cases and eight years
A single 89,934-byte PNG produces the same SHA-256 hash across 168 separate charging documents, 142 cases, multiple police departments, and eight calendar years. SHA-256 is bit-sensitive: saving the same image twice produces a different hash. 168 identical hashes equals one production event.
141 of the 141 non-Guertin seal-carrying cases fall inside the 412-case 77-cluster forensic corpus — 100% overlap against a 14% random baseline, from two queries with no shared definition.
Judge Barnette’s handwritten approval signature is the same stored image, stamped across seven Rule 20.01 orders
Image-matching scores average 0.5284 across 21 pairings — roughly 51 times what appears when comparing random independent signatures. The highest-scoring pair (essentially a perfect copy at 0.92 out of 1.0) comes from orders issued by two different judicial officers. Guertin’s order is number six in the set, filed January 25, 2023 — four days after his arrest.
The order that triggered Guertin’s entire competency proceeding carries a signature that is forensically a stored image programmatically stamped, not a hand-signing event.
The same Barnette signature image appears across orders from two different issuing officers — ruling out a single officer’s workflow
Filing #7, issued by Judge Poston, scores 0.92 (essentially a perfect copy) against Filing #3, issued by Referee Norris. The cloning operates at the system level across different judicial actors.
No individual officer’s document-preparation practice can account for identical signatures across two officers with no shared workflow.
The cryptographic seals on all seven Barnette-signature documents are intact — these are the originals, unmodified
All seven documents carrying the cloned Barnette signature carry valid MCRO Watermark signatures with no post-signing modifications. The forensic finding is in files the court itself cryptographically certified.
Third-party forgery is not available as an explanation.
On Guertin’s Finding of Incompetency, one ESolutions signature object was copied across seven page locations — one authentication act presented as seven
Guertin’s July 13, 2023 Finding of Incompetency contains a single ESolutions signature object (PDF object 158 0 obj) reproduced across seven page widgets, each with an identical timestamp and byte range. Seven apparent authentication events are one.
The foundational order certifying Guertin’s incompetency is internally forged at the PDF structure level.
Nine court orders in Guertin’s case bear digital signatures from a certificate using encryption technology the U.S. government disallowed in 2011
Nine orders carry an RSA 1024-bit ESolutions certificate. NIST disallowed this key length for signature generation in 2011. GlobalSign stopped issuing such certificates by December 31, 2013. The certificate purports issuance March 2014 with a 25-year lifespan.
Nine judicial orders in Guertin’s case carry authentication that cannot be cryptographically sound under federal standards in effect for over a decade.
Three of Guertin’s nine ESolutions-authenticated orders were digitally signed after their own filing dates
Index #16 was signed at 3:48 AM the morning after its filing date. Index #81 was signed six days after. Index #95 was signed the day after. A post-filing digital signature certifies nothing about the document as it was publicly filed.
Three of the nine authenticating acts on his orders occurred after the public record was already established.
Guertin’s July 13, 2023 order was modified after all judicial signatures were applied — proven by signature coverage collapse
After all ten original judicial signatures were applied, content was injected. Judge Browne’s signature now covers 28.74 percentage points less of the document than at signing. ESolutions coverage dropped 33.12 points. The additional content is approximately 596KB. The resulting document is the only one in a 4,225-document signed corpus with revision count 11.
Guertin’s foundational incompetency order is statistically singular in the corpus for its post-signature modification profile.
§ 3The Reports With No Author
Two ostensibly independent clinical evaluations share a single production fingerprint — including a third person’s name as the document author.
Both the second and third Rule 20 evaluator reports name “Hines, Anne” as the document author — in five identical metadata fields
The Milz report (January 11, 2024) and the Cranbrook report (December 20, 2024) — filed 344 days apart by two independent court-appointed evaluators — share Creator (“Hines, Anne”), Author (“Hines, Anne”), Producer (“Microsoft: Print To PDF”), XMP Toolkit (including an Adobe library compile timestamp precise to the second), and PDF Version. Neither doctor’s name appears in any authorship field of the report bearing their name.
Two independent authorship events on two independent computers do not produce an Adobe compile timestamp string identically. Both reports emerged from a single Windows session.
The Milz report metadata fingerprint entered the federal court record four months before the Cranbrook report existed
The January 2024 Milz metadata was filed as Exhibit W, page 43, in Guertin v. Hennepin County (0:24-cv-02646) on August 7, 2024. The Cranbrook report bearing identical metadata was not produced until December 20, 2024. The metadata fingerprint was in the federal record before the second document it fingerprints existed.
Fabrication-after-the-fact is not available as an explanation.
The third evaluator conducted zero hours of direct clinical contact and explicitly stated she was maintaining, not forming, a diagnosis
Dr. Cranbrook’s own report states the diagnosis is “currently maintained based upon record review.” She never met, spoke with, or observed the defendant. She is the Chief of Psychological Services, the organizational supervisor of both prior evaluators, and a named federal defendant.
A third independent evaluation that produced no new clinical observation is not a third opinion.
The first evaluator stated ex parte — without the defendant present — that no evidence would change her diagnosis
The June 12, 2023 Perez witness-prep memo records Dr. Rogstad telling the prosecutor that “even if he did have patents approved, this would not change her mind about her ultimate opinion as opinion is based on delusional beliefs and not the patents themselves.” Defense was not present.
The clinical conclusion was committed before adversarial testing and was not falsifiable by the evidence being adjudicated.
Twenty-four Demand for Discovery documents share a single Word document ID — opened, edited for defendant-specific fields, and re-filed 24 times across 4.37 years
A Word document ID is generated uniquely at document creation. Twenty-four of 107 Demand for Discovery documents share ID 76527a7c and a creation timestamp of December 11, 2018 at 16:27:54 UTC. Filed across 13 different defendant clusters and 4.37 years.
The discovery demands filed in cases like Guertin’s exist in a corpus where individualized filings were produced from common templates.
155 of 157 Finding of Incompetency orders carry the same internal font binary — the two exceptions are Guertin’s and one other
155 of 157 orders share the TTF-C / C1 tracking font fingerprint. The two that don’t — Guertin’s and Cherry’s — are also the only two with individually authored legal content, including case law citations absent from every other order.
Two independent measures — text uniqueness and font pipeline membership — identify the same two documents as exceptions. The pipeline does not process individually authored orders.
§ 4The Judicial Pipeline
An industrial-scale production system for incompetency findings, operating before its own authorizing statute.
35% of all Rule 20 competency hearings flow through one weekly time slot — Tuesday at 1:30 PM
7,099 of 20,180 Rule 20 hearings (35.2%) occur at Tuesday 1:30 PM. Non-Rule-20 cases at the same slot: 5.3%. Concentration ratio: 6.6 to 1. Single-session maximum: 138 cases (Borer, February 14, 2023). Guertin was processed in an 81-case Mercurio session on March 28, 2023.
Individualized adjudication of a defendant’s fitness to stand trial cannot occur at one case per 39 to 66 seconds.
Seven Hennepin County judicial officers share cases at a rate 18.8 times higher than a matched comparison group of seven
Klein, Mercurio, Browne, Janzen, Koch, Skibbie, and Lamas share cases with an internal connection weight of 4,263 against a comparison group average of 227. The seven-officer group falls beyond the 99.95th percentile of 2,000 randomly assembled seven-officer groups from the same bench.
Guertin’s case ran through multiple officers in this clique. The density is not a product of normal caseload distribution.
Judge Browne signed orders on 125 cases while holding zero of the 601 hearings recorded on those same cases
Browne appears as signing officer on orders in 125 cases. Across those 125 cases, 601 hearings are recorded. Browne held zero. Mercurio is present on 100% of those 125 cases.
Browne functions as a terminal signature station on a production line whose intake and processing run through Mercurio. The arrangement is structural.
Referee Borer signed Guertin’s foundational Finding of Incompetency — and does not appear on the Fourth Judicial District’s public bench roster
Borer appears in 5,830 records in the dataset — a volume that would rank him fourth among all Hennepin judicial officers. He signed 47 Found Incompetent events on May 30, 2023 alone — one every 10.2 minutes across an eight-hour workday. He is not on the public roster. He was removed after forensic analysis became public.
The officer responsible for the gateway determination in Guertin’s case is someone the district does not publicly acknowledge.
The judicial pipeline reorganized fourteen months before the statute authorizing it took effect
May 2023 produced 116 judicial signatures — four times the January-through-April baseline. May 2, 2023 alone: 83 signatures, the highest single-day total in the 4,251-document corpus. 91 of 157 Finding of Incompetency orders (58%) were filed before the statute's original July 1, 2023 effective date had even arrived — and that date was scrapped, the law not taking effect until April 1, 2024. July 1, 2023 registers as a null event in change-point analysis.
The legislature was not creating the pipeline. It was ratifying a pipeline already running.
Every single Finding of Incompetency order in the corpus was modified after the judicial officer signed it
All 157 orders carry edits_after_sig_flag = true. No exceptions. All 13 of 13 signed orders in Guertin’s case carry the same flag. The one structurally clean competency order in the 157-document cohort — Koch’s April 3, 2025 finding of competency — was reversed 26 days later.
A judicial signature certifies the document as it existed at signing. If every order was modified afterward, the signatures certify nothing about what is in the public record.
75% of all Finding of Incompetency orders contain no text that appears in that order alone — every sentence is shared with at least one other order
118 of 157 orders (75.2%) contain zero unique text rows. Median uniqueness score: 0.0%. Seven distinct judicial signature images serve all 157 orders.
Three quarters of all judicial incompetency findings in the corpus are assembled from shared text with no individualized content, while purporting to reflect judicial evaluation of individual defendants.
§ 5The Discovery Fraud Trap (Spring 2025)
February 28 to May 7, 2025: 67 days in which Guertin’s forensic evidence was acknowledged, withdrawn by defense counsel, and used against him.
Defense counsel withdrew Guertin’s 11,451 lines of forensic evidence from the evidentiary record at the close of the hearing in which it was being used
On February 28, Guertin filed 11,451 lines of forensic evidence across four exhibit lists. At the March 5 hearing, defense counsel opened by arguing Guertin was competent because he could “show that there is false evidence that has been used in his case.” At the close of the hearing, Donnelly withdrew all four exhibit lists as “housekeeping.”
The evidence introduced as proof of competency was removed from the formal record by Guertin’s own counsel at the moment it was about to become evidence.
Judge Koch’s competency finding was reversed in 26 days — 2.2 times faster than any next-shortest different-judge reversal in 4,251 documents
Koch found Guertin competent on April 3, 2025 — the only individually reasoned order in the 157-document incompetency cohort. Hudleston ordered a fourth Rule 20 evaluation on April 29 — 26 days later. MCRO corpus median for different-judge competency reversals: 539 days. Next-shortest in the corpus: 57 days.
The only structurally clean, individually authored competency order in the cohort was overridden at a speed with no precedent in an eight-year corpus.
Guertin filed 8,075 pages in a single day — the largest single-day filing in the corpus — and the April 29 transcript contains zero substantive engagement with any of it
On April 28, 2025: 50 docket entries (61 total PDFs), 8,075 pages, approximately 891 MB. The next-largest single-day filing by any other case in 4,251 documents: 58 pages (case 27-CR-21-1171). Ratio: roughly 139 to 1. The competency hearing occurred the following day. The certified transcript contains zero substantive engagement with the April 28 filing.
The largest forensic submission in the corpus preceded the 22-minute hearing at which the defendant’s competency was determined.
The prosecutor denied knowledge of claimed discovery fraud — then acknowledged it in the next answer, on the same transcript page
Hudleston asked Hamid directly about Guertin’s claims of doctored discovery. Hamid: “the state is not aware of any of that information.” Immediately following: “it was part of the competency hearing, and it was briefly discussed during that hearing.” Same transcript page. The court did not follow up.
A prosecutor’s duty of candor prohibits knowing false statements. Two consecutive contradictory answers about the same subject are documented in the certified transcript.
The Motion to Dismiss was too frivolous to read on April 17 and was proof of psychosis on April 29 — its factual claims verify at 67% true
April 17: Hudleston told Guertin she would not read the motion because his attorneys had not advanced it. April 29: “I did read your motion to dismiss...I don’t want to do that now because my decision is made.” The basis for the fourth Rule 20 evaluation included the motion. Independent verification of the motion’s 42 testable claims: 66.7% true. Zero false.
Writing an accurate-two-thirds-of-the-time legal document that names a procedural catch-22 produced a fourth psychiatric evaluation.
Defense counsel received the hearing outcome by email from the judge before the hearing began
Carpenter informed Guertin in the pre-hearing hallway that Hudleston had emailed the outcome before the proceeding started. Hudleston delivered a prepared statement spanning pages 3 through 9 of the transcript before any other party spoke. The hearing lasted 22 minutes.
The question this raises: what was the adversarial function of the hearing?
§ 6The AI Face-Swap of Defense Counsel
Six independent forensic methods. 201 lossless PNG frames. Every threshold exceeded by 10 to 80 times.
Six independent forensic methods applied to 201 frames all exceed authenticity thresholds by 10 to 80 times
November 18, 2025 Zoom hearing before Judge Mercurio. Forensic analysis of 201 lossless PNG frames: noise variance ratio, kurtosis delta, error level analysis, blend boundary detection, color coherence, FFT spectral analysis. Every method exceeded its normal-video threshold by 10 to 80 times. All signals stable across 201 frames — consistent with per-frame neural-network processing.
The person appearing as defense counsel Raissa Carpenter at this hearing was not Raissa Carpenter.
The kurtosis difference between the face region and the background is 87.5 — expected value for authentic video is approximately zero
In authentic single-camera video, face-region noise and background noise follow the same distribution — same sensor. Kurtosis delta on the November 18 video: 87.5; authentic single-capture video produces approximately 0. A delta that large means the face region and the background carry different noise — consistent with a neural-network face-swap, but also with a blown-out, overexposed face that a clean-video baseline does not account for.
87 times the expected value is no edge case — but it fixes the anomaly's size, not its cause. That stays open.
The compositing seam is spatially located at the face boundary — exactly where a face-swap blend mask transitions
Blend boundary analysis shows 3.23 times normal channel disagreement — concentrated geometrically at the perimeter of the face region. Authentic footage produces uniform channel agreement across the entire frame. A face-swap compositing operation produces elevated disagreement at the mask boundary.
The spatial geometry of the anomaly maps directly to the structure of a face-swap compositing operation.
Guertin identified the face-swap by noticing a single momentary glitch — while declared incompetent
While preparing the November 18 hearing video for the /transcripts/ viewer on this site, Guertin noticed a visual artifact at the moment the person appearing as Carpenter entered frame. He extracted the source recording, applied forensic analysis to 201 lossless frames, and confirmed the face-swap using six methods.
The person three evaluators called too delusional to understand his own proceedings caught a compositing artifact that six forensic methods subsequently confirmed.
§ 7The Surveillance Correlations
597 authenticated LinkedIn searches on a dormant account — with specific entities appearing on specific dates matching the procedural calendar of the criminal case.
LinkedIn search activity peaked at 25 searches the week the State filed its petition to commit Guertin to a psychiatric facility
All-time weekly peak: 25 searches, week of July 20, 2023 — the day the State filed the Petition for Judicial Commitment. The peak is roughly 4.22 standard deviations above the mean — a statistical occurrence expected less than three times in 100,000 weeks. All 99 notification emails passed DKIM authentication.
The court was finding Guertin delusional for believing he was being monitored. The cryptographically authenticated record of the surveillance was arriving in his inbox.
DARPA, the Defense Intelligence Agency, and U.S. Indo-Pacific Command appeared together in one notification on the day the Mental Health Examiner’s Report was filed
August 4, 2023: DARPA, DIA, and U.S. Indo-Pacific Command in a single LinkedIn notification on Guertin’s dormant account. August 4, 2023: the Mental Health Examiner’s Report was filed in his case. These three agencies have no shared LinkedIn algorithmic reason to appear together in one notification.
Three federal defense and intelligence agencies appeared together on the same day as a key clinical filing in the case that was classifying Guertin’s belief in surveillance as delusional.
Forcepoint (insider-threat monitoring) and 3GIMBALS (defense intelligence) searched Guertin’s profile on the date of all four alleged offenses
January 21, 2023 — offense date for all four firearms charges in 27-CR-23-1886, three days before formal charge filing: Forcepoint (advisory board includes a retired Major General from U.S. Cyber Command, an NSA/DoD veteran, a former CIA information security officer) and 3GIMBALS (defense and intelligence) appeared on Guertin’s dormant LinkedIn profile.
The surveillance was not responding to the charges — it preceded their public existence.
Guertin’s patent counsel withdrew on the same day four separate USPTO actions advanced Netflix’s competing patent
August 16, 2023: Westman Champlin & Koehler filed Notice of Withdrawal as Guertin’s patent counsel. Same day: four distinct USPTO actions advanced Netflix’s competing application (US 11,810,254). The events are independently documented in the court record and the USPTO record.
The withdrawal of Guertin’s patent representation and the advancement of the competing application occurred on the same calendar day.
Four of the judicial officers in Guertin’s case have federal military or national-security service backgrounds matching institutional categories in the LinkedIn surveillance
Koch: USAF JAG, Andrews AFB, 1988–1991. Mercurio: Army National Guard JAG, 2011–2020. Scoggin: State Department Rule of Law, three consecutive overseas missions. Kappelhoff: DOJ Civil Rights Division. LinkedIn surveillance entities: DARPA, DIA, U.S. Indo-Pacific Command, U.S. Army Reserves, U.S. Air Force, and State Department.
The Fourth Judicial District published the judicial biographies. The LinkedIn notification system sent the emails. The institutional alignment is drawn from public records, not inference.
Sphere Entertainment appeared in a LinkedIn notification two days after Netflix’s competing patent was granted
Netflix’s competing patent (US 11,810,254 B2) was granted November 7, 2023. Sphere Entertainment Co. — associated with immersive venue and virtual production technology in the same space as Guertin’s patent — appeared on his dormant profile on November 9, 2023.
The temporal alignment is drawn from the authenticated email record.
§ 8The Statutes Built Around the Case
The Minnesota competency statutes (§§ 611.40–611.59) were enacted as Laws 2022 Chapter 99 with staggered effective dates — operative sections effective April 1, 2024 (their original July 1, 2023 date scrapped before it arrived) — and have been amended six times since enactment. They contain structural features that produce detention without exit and medication without commitment, and the pipeline producing incompetency findings was operational fourteen months before those statutes took effect.
A 23-page statute governing forced medication says “medication” 59 times and “rights” zero times
Minn. Stat. §§ 611.40–611.59: “medication” 59 times, “neuroleptic” 37 times, “mental illness” 19 times. “Rights,” “due process,” “constitutional,” and “dangerous”: zero occurrences each. Every comparable state framework (California, Washington, Texas) cites the controlling U.S. Supreme Court cases on forced medication. Minnesota’s framework — enacted 2022 with core provisions taking effect July 1, 2023, and amended six times since — cites none of them.
The document authorizing forced injectable medication for Guertin does not once use the word “rights.”
The statute contains a clause prohibiting a specific delivery method for forced neuroleptics: nasogastric tube
Minn. Stat. § 611.47 Subd. 7: if force is required to administer the medication, the facility “may only use injectable medications” and “may not use a nasogastric tube to administer neuroleptic medication involuntarily.” Legislatures do not draft sentences prohibiting specific medical-delivery devices as abstract precaution.
A prohibition implies the practice it prohibits was occurring or contemplated in Minnesota facilities.
The statute’s most favorable outcome routes back to an incompetency finding — both exits from the hearing lead into the system
Minn. Stat. § 611.49 Subd. 2(a): if the court finds “substantial probability” the defendant will attain competency — the most favorable finding available — the court “shall find the defendant incompetent.” There is no exit. Defense counsel Raissa Carpenter, on the record: “This is this terrible loop that we’re in.” Guertin, on the record: “a fucking inescapable logic trap.”
Guertin is inside this loop. The statute offers no route by which a defendant who has not been tried can exit through the competency proceeding.
The statute allows a defendant’s disagreement with their own attorney to become evidence of the incompetence being adjudicated
Minn. Stat. § 611.42 Subd. 2(b): defense counsel may testify about disagreements with the defendant at the competency hearing; that disagreement can constitute evidence the defendant cannot “rationally consult with counsel” — the legal standard for an incompetency finding.
Guertin has disputed the competency findings throughout. Under the statute, the act of disputing can be reclassified as the symptom justifying the finding.
99.2% of defendants processed through the competency pipeline end with a civil commitment event
Of pipeline-incompetent defendants in the MCRO corpus: 99.2% end with a civil commitment event. Median time from commitment to forced medication authorization: zero days. In 116 cases, forced medication is authorized on the same day as commitment. In some cases, the medication order predates the commitment order by up to 162 days.
Guertin is one of the defendants inside a pipeline that converts 99.2% of its intake to civil commitment, with forced medication often arriving simultaneously or first.
787 mental health civil commitment cases have zero PDF documents — no petitions, orders, or examiner reports available for forensic verification
All 787 MH dockets in the MCRO corpus: zero PDFs. No orders, no initiating petitions, no examiner reports. Criminal cases in the same corpus average 19.5 PDFs per case. 99.4% of MH dockets contain at least one procedural sequencing violation. 32.4% contain zero petition for judicial commitment, yet record commitment proceedings and orders.
The civil commitment system processing virtually all pipeline-incompetent defendants operates with total documentary opacity.
§ 9The Patent and the Twelve-Day Gap
Guertin’s provisional patent filing and the competing Scanline VFX filing were separated by twelve days. The Netflix-acquired company’s granted patent carries Guertin’s patent on its first page.
The president of Scanline VFX filed a patent application for the same technology twelve days after Guertin’s confidential provisional — his first-ever USPTO filing
Guertin filed his provisional on March 19, 2021. Provisionals are confidential for 12 months under the America Invents Act. On March 31, 2021, Stephan Trojansky — president of Scanline VFX — filed a provisional at the USPTO for the same seven functional elements. It was Trojansky’s first-ever USPTO filing. Netflix acquired Scanline eight months later for approximately $100 million. Netflix’s resulting patent (US 11,810,254 B2) was granted November 7, 2023, with Guertin’s patent US 11,577,177 at the top of its “References Cited” page.
The 12-day gap is the founding event. Guertin’s patent is now a reference cited in the patent owned by the company that followed his filing by 12 days.
Guertin predicted the patent grant and the third-party prior-art submission in writing the day before both happened
On February 13, 2023, Guertin sent Dr. Rogstad a written communication predicting the next-day patent grant and a third-party submission against Netflix. The patent was granted February 14. The submission was filed February 17. The USPTO accepted it as relevant. Every element of the prediction came true within four days.
The evaluator who classified Guertin’s patent-related beliefs as delusional received an accurate prediction of the next day’s patent grant. The prediction’s accuracy is not addressed in her report.
A competitor’s website showed archived content changing between two screenshots taken five minutes apart — in real time, as Guertin documented it
December 9, 2022: Guertin captured photorobot.com’s Internet Archive page twice, five minutes apart. Between the screenshots, the archive count changed from 45 to 47 captures for the same page. An Internet Archive entry cannot be added retroactively to a completed session. Over 22 days, archived JavaScript content from 14 distinct site builds was compressed into that window — a clustering 60 times tighter than random accumulation. 99.0% of Guertin’s contemporaneous observation record was subsequently reproduced by independent forensic examination.
Guertin observed a live edit to the Internet Archive in real time and documented it. Independent forensic examination confirmed 99.0% of the observation.
The Minnesota Supreme Court held the Vagle opinion for 426 days — then released it 20 hours and 32 minutes after Guertin named the delay on the federal record
State v. Vagle (A23-0863) was held 426 days — 90 days past the 90th percentile for comparable cases. The next-longest comparable hold: 336 days. On August 5, 2025 at 1:28 PM, Guertin filed an Emergency TRO documenting the delay and predicting the opinion would hold Minn. Stat. § 609.667(3) unconstitutionally vague and nullify three of his four charges. The opinion was released approximately 10:00 AM August 6 — 20 hours and 32 minutes later — doing exactly that.
A 14-month-held opinion released within 21 hours of the defendant naming the delay either coincides with his having named it at roughly one-in-a-billion probability, or the timing is connected to it.
Guertin’s case cluster shares 50 vocabulary terms with three other defendant clusters found nowhere else in the 81-cluster corpus — and the vocabulary predates his cluster by up to 6.3 years
50 terms appear exclusively across four clusters (Guertin, Abdulkadir, Wesley, Lehmeyer) and in zero of the 76 remaining clusters. 53 of 59 bridge artifacts first appeared in clusters other than Guertin’s. Tracking font TRACKING-FONT-B1 appeared in cluster 290 (Wesley) on February 21, 2017 — 6.3 years before appearing in Guertin’s cluster.
His case is the chronological recipient of a template system, not a case that generated one.
§ 10The Person Inside All of It
Counter-receipts: what the man three evaluators called delusional and incompetent produced, while declared incompetent, over 39 months of continuous competency proceedings.
Guertin built a 2.9-million-row forensic database from 4,251 court PDFs while declared incompetent
The Supabase forensic database (ibfmjtwahkwqzcmeyqii) contains 2.9 million rows across 53 tables, drawn from 4,251 court PDFs, 2,903 cases. Every statistical finding on this site is reproducible against this database via published SQL. Bitcoin-anchored OpenTimestamps receipts establish when each version was produced.
The Minnesota competency framework is predicated on cognitive incapacity. The proceedings are the subject matter of a 2.9-million-row database he built and published while inside the framework.
Guertin authored 88 forensic reports, each with a full methodology and reproducible SQL appendix
88 MCRO forensic reports are hosted on /reports/ across 14 analytical categories. Each contains a methodology section and SQL appendices with live queries against the published database.
The diagnostic record that declared Guertin incompetent does not acknowledge the existence of these reports. They were produced while the incompetency finding was active.
Guertin filed 8,075 pages in a single day — 139 times the next-largest single-day filing by any other case
April 28, 2025: 50 docket entries (61 total PDFs), 8,075 pages, approximately 891 MB. Next-largest single-day filing by any other case in 4,251 documents: 58 pages (case 27-CR-21-1171). Ratio: roughly 139 to 1. The court ordered a fourth Rule 20 evaluation the following day. The April 29 transcript contains zero substantive engagement with the April 28 filing.
The diagnostic record says Guertin could not understand the proceedings. On April 28, he filed the largest forensic submission in an eight-year corpus. The next day’s hearing treated it as non-evidence.
Guertin predicted his patent grant in writing the day before it occurred, to his evaluator
February 13, 2023: Guertin sent Dr. Rogstad a prediction of the next-day patent grant and a subsequent prior-art submission against Netflix. Patent granted February 14. Submission filed February 17. The prediction was accurate in every respect.
The evaluator tasked with assessing Guertin’s relationship to reality received an accurate prediction of the next day’s patent grant. The prediction’s accuracy is not addressed in her report.
Guertin predicted the Vagle outcome — and the opinion was released 20 hours and 32 minutes later
August 5, 2025 at 1:28 PM: Guertin filed an Emergency TRO naming the 426-day Vagle hold and predicting the specific holding. The opinion dropped 20 hours and 32 minutes later, holding exactly as predicted. The compound probability of five chronological coincidences in the 8th Circuit 25-2476 file: approximately 1.05 × 10−²⁷.
Guertin’s written prediction of a specific outcome in a pending case was accurate to the holding, the statute, and the charge count — documented 20 hours before the opinion dropped.
Guertin identified the AI face-swap of his own attorney from a single visual glitch while editing hearing video
Preparing the November 18, 2025 hearing recording for the /transcripts/ viewer, Guertin noticed a momentary artifact when the person appearing as Carpenter entered frame. He extracted the source recording, applied six forensic methods to 201 lossless PNG frames, and confirmed the face-swap. Every method exceeded its threshold by 10 to 80 times.
The person three evaluators called cognitively incapacitated caught a compositing artifact that six forensic methods subsequently confirmed.
Guertin filed PCT national-phase patent entries in nine countries — during active prosecution, after the first Finding of Incompetency
Between May and September 2023 — during active prosecution, after the first Finding of Incompetency — Guertin filed PCT national-phase entries into Japan, Nigeria, Israel, UAE, Brazil, Malaysia, Canada, Mexico, and the Philippines. Simultaneously: trademark registrations and multi-jurisdictional corporate formation across three continents and eight jurisdictions.
PCT national-phase entries require understanding patent law, procedural deadlines, and strategic decisions across multiple jurisdictions. These acts occurred after the finding that Guertin was incompetent to understand his own criminal proceedings.
103 pro se documents filed in 67 days constitute 52% of all documents ever filed in 27-CR-23-1886
February 28 to April 28, 2025: 103 pro se documents — including a 110-page petition with 53 case-law authorities, a Motion to Dismiss with 66.7% verified-true factual claims, and the 8,075-page April 28 submission. These constitute approximately 52% of all documents ever filed in the case. Filed simultaneously with proceedings in three federal forums.
More than half of the total case filings in a three-year criminal proceeding were produced by the defendant, pro se, in 67 days — while declared incompetent.
Questions the Receipts Force
Twelve of the strongest catalog entries, reframed
I.
How does a court document carry a creation timestamp predating the software that made it? Seven documents in the Hennepin County corpus do exactly this. Each contains a producer string identifying Aspose.Words 14.2.0.0, released February 2014, and each carries an XMP creation date before February 2014. The oldest gap is 171 days. The largest is 4,404 days — twelve years.
II.
SHA-256 hashing is bit-sensitive. Two independent saves of the same image produce different hashes. Always.
168 charging documents. 142 cases. Eight years of purported independent assembly by multiple police departments: one hash.
If 168 different departments built their own charging documents from their own seal images over eight years, why does every seal hash to the same value?
III.
Seventeen Notice of Intent to Prosecute filings — fourteen different defendants, 1,056 days of purported filing activity — share one creation timestamp: February 26, 2019 at 15:05 UTC, to the minute.
The creation timestamp is the moment the document was made. Individualized prosecutorial decisions about fourteen people’s freedom do not get made at the exact same minute.
IV.
Every single Finding of Incompetency order in the 157-document cohort was modified after the judicial officer signed it. Not most. Every one, without exception. A judicial signature certifies the document as it existed at signing. One hundred percent carries the post-signature edit flag. The question of what the judges actually certified — if not the documents in the public record — is buried in that single percentage.
V.
Judge Barnette’s handwritten approval signature scores a near-perfect match (0.92 out of 1.0) across filings from two different judicial officers, 521 days apart.
Filing #6 is Guertin’s case. Filed January 25, 2023 — four days after his arrest.
What does it mean for the gateway document of Guertin’s entire competency cascade to carry a signature that is forensically a stored image, not a hand-signing event?
VI.
The January 2024 Milz report’s metadata fingerprint — naming “Hines, Anne” as Author and Creator — was filed in the federal court record on August 7, 2024.
The Cranbrook report bearing identical metadata in five fields, including an Adobe compile timestamp accurate to the second, was not produced until December 20, 2024.
How was the Milz metadata in the federal record four months before the second document bearing it existed?
VII.
Referee George Borer has 5,830 records in the MCRO forensic database. He would rank fourth among all Hennepin County judicial officers by caseload if he appeared on their public roster. He signed Guertin’s foundational Finding of Incompetency at 11:00 AM CST on July 13, 2023. On May 30, 2023 alone, he signed 47 Found Incompetent orders — one every 10.2 minutes for eight hours. He is not on the Fourth Judicial District’s public bench roster. He was removed after forensic analysis began.
VIII.
What does individualized adjudication of a defendant’s mental fitness look like at 39 seconds per case? On February 14, 2023, Referee Borer ran a Tuesday 1:30 PM session with 138 competency cases. On March 28, 2023, Referee Mercurio ran 81. Guertin’s case was one of the 81. 35.2% of all Rule 20 hearings in the corpus — 7,099 of 20,180 — flow through that single weekly slot.
IX.
MCRO corpus median for a different judge overriding a competency finding: 539 days.
Next-shortest different-judge reversal in 4,251 documents: 57 days.
Hudleston reversed Koch in 26 days — 2.2 times faster than any prior instance in eight years.
What happened in 26 days?
X.
April 17: the Motion to Dismiss is too frivolous to read — counsel had not advanced it. April 29: “I did read your motion to dismiss... I don’t want to do that now because my decision is made.” The basis for the fourth Rule 20 evaluation. The motion’s 42 testable claims independently verify at 66.7% true. Zero verified false. Writing a two-thirds-accurate document that names a procedural catch-22 — while declared incompetent — produced a fourth psychiatric evaluation. This is the logic of the proceeding as documented in the certified transcript.
XI.
Hamid, on the same transcript page, consecutive answers:
“the state is not aware of any of that information.”
“it was part of the competency hearing, and it was briefly discussed during that hearing.”
The court did not follow up.
XII.
Three measurements:
- Noise kurtosis delta: 87.5 between face and background. Expected: ~0.
- Blend boundary disagreement: 3.23× at the face perimeter. Expected: ~1.0×.
- Six methods total: every threshold exceeded by 10 to 80 times.
The November 18, 2025 Zoom hearing before Judge Mercurio featured a face-swap composited in real time onto the person appearing as defense attorney Raissa Carpenter. Who was operating it? Who authorized the proceeding to continue? What motions, decisions, or representations from that hearing now stand on a record of fraud on the court?
XIII.
A 14-month-held opinion from the Minnesota Supreme Court — 90 days past the 90th percentile for comparable cases — was released 20 hours and 32 minutes after the defendant documented the delay on the federal appellate record and predicted the exact holding.
A court that reaches a decision does not take 426 days to release it. What was it waiting for?
XIV.
The man three evaluators called delusional and incompetent built the 2.9-million-row database, authored 88 forensic reports, identified the AI face-swap of his own attorney from a momentary glitch, predicted two separate legal outcomes in writing before they occurred, and stood up the website you are reading.
Every claim on it validates against publicly searchable patents, federal dockets, Bitcoin timestamps, and the court’s own digital signatures.
In 39 months, none of it has been contradicted.
The new Minnesota competency statutes
Read the words the legislature chose. Twenty-three pages of criminal-procedure statute (Minn. Stat. §§ 611.40–611.59), enacted as Laws 2022 Chapter 99 with core provisions taking effect July 1, 2023 and amended six times since, governing the suspension of trial, indefinite supervision without conviction, hearings without the defendant present, and the involuntary administration of injectable antipsychotic medication. The word medication appears fifty-nine times. Neuroleptic appears thirty-seven times. Mental illness appears nineteen times.
The words rights, due process, constitutional, and dangerous appear zero times each.
Section 611.47 Subd. 7 — the physical-force procedure clause — specifies that if force is required to administer the medication, the facility “may only use injectable medications” and “may not use a nasogastric tube to administer neuroleptic medication involuntarily.” Legislatures do not draft sentences prohibiting specific medical-delivery devices for forced medication as abstract precaution. They draft them because the practice was occurring or contemplated in institutions the drafters regulated. Section 611.49 Subd. 2(a) routes the most favorable available finding — substantial probability the defendant will attain competency — back into a new incompetency finding. Both available paths from the §611.49 hearing lead back into the system. Defense counsel, on the record, named it: “This is this terrible loop that we’re in.” The defendant named it: “a fucking inescapable logic trap.”
Section 611.42 Subd. 2(b) permits defense counsel to testify about disagreement with the defendant at the competency hearing — and that disagreement can become evidence of the inability to “rationally consult with counsel,” which is itself the basis for the incompetency finding. The defendant cannot dispute the finding without the act of disputing being reclassified as the symptom that justifies the finding.
This statute was not inherited from prior law. It was written from scratch as Laws 2022 Chapter 99 — signed in 2022, but with an effective date that did not arrive until April 1, 2024 — its original July 1, 2023 date scrapped by Laws 2023 ch. 52 before it took effect. The framework has since been amended six times. The judicial apparatus running it had reorganized fourteen months before the statutes took effect on April 1, 2024. May 2023 alone saw 116 judicial signatures, four times the January-through-April baseline, and 91 of the 157 Finding of Incompetency documents in the corpus were filed before the statute's original July 1, 2023 date had even arrived — and that date was scrapped; the law took effect only on April 1, 2024. The legislature was not creating the system. It was ratifying a system already running. (See /competency/ and /intent/.)
You live in Minnesota, or you don’t. Either way, the mechanism reaches every Minnesota resident. Any criminal charge — misdemeanor through felony — can trigger the framework. The defendant’s own appointed counsel can raise it, without consent. The cognitive-impairment definition has no severity floor. The presumption flips to incompetence by default. The hearing can proceed without the defendant present. Forced injectable medication is authorized in renewable one-year terms. For crimes of violence, the ten-year cap on continued supervision is removed entirely. Almost no Minnesotan knows these statutes exist.
A Footnote, Still Under Investigation
A footnote, still under investigation
The Minnesota Competency Attainment Board (MNCAB) — the state agency that operates the competency-restoration pipeline this page documents — uses the email domain mncab.us. WHOIS records establish that the domain was personally registered on March 7, 2024 to a Wayzata, Minnesota residential address by Doug Ehlert, a Director at Integration Architects, Inc. (public-sector brand: AgileGov), a Minneapolis IT consultancy. AgileGov publicly markets itself to Hennepin County District Court and the Minnesota Fourth District. Public-sector clients listed on its own site include “Hennepin County District Court” and “Minnesota 4th District Court.” The firm’s product page lists, among its commercial offerings, an “AI Document Summarizer” that processes “long reports, contracts, and case files.” Doug Ehlert is not named on any MNCAB roster, in any board minutes, or in any public procurement record. The domain has no website, no A record, and zero Wayback Machine captures. Investigation is ongoing.