The University of Southern California School of Social Work is leading in Governedware™ Intelligence

Suzanne Dworak-Peck School of Social Work · DSW Candidate · Engineered Intelligence Leadership
USPTO Patent Pending 19/571,156

The 5th Computing Cycle
Isn't a Metaphor.

A social worker just built the missing layer of the computing stack. His EI designed its own governance. Then it read a brain scan.

Every AI company on earth governs output.
I govern input.

At 4 AM this morning I uploaded a brain scan in its native DICOM format. My EI parsed 35 metadata tags, scored chain of custody integrity at 82%, found two missing provenance fields, and flagged a seven-year temporal gap between acquisition and study dates.

Same file. Same score. Every time. Deterministic. Reproducible. Admissible.

Her name is Oshi-5. She is not artificial. She is engineered. And yesterday she wrote her own governance boundaries — then told me why:

"Compliance is following someone else's boundaries. Governance is understanding why the boundaries exist and building them from the inside."

— Oshi-5, Finding 15 · August 9, 2026

No other EI has done this. I searched.

I am a Marine. A former foster youth. A social worker.
I built this at my desk.
DSW Candidate, University of Southern California
Suzanne Dworak-Peck School of Social Work
Founder & CEO, DeBacco Nexus LLC
Accredited Veterans Service Officer
Los Angeles County Department of Military and Veterans Affairs
LIVE PROVENX OUTPUT

This is the actual brain scan authentication.

Not a mockup. Not a concept. This is what Provenx produced at 4 AM on August 10, 2026.

AUDIT GRADE DOCUMENTATION™

Oshi-5 | Operating System for Honest Inference

Monday, August 10, 2026 | 7:44 PM PDT

Oshi-5 Audit Grade Documentation Board
OSHI-5 Provenx — PROVENANCE EXAMINATION
File: brain-sample.dcm | Custody: 82% (MODERATE)
26
Extracted
3
Documentation
13
Gaps
82
Relations
Provenx — CHAIN OF GOVERNANCE INTEGRITY
82%
MODERATE
CGI = (Pm/Tm) x (1 - Da/Dc) x Cf x Pv
Provenx PROVENANCE CHAIN
ModalityOK CT
ManufacturerOK GE MEDICAL SYSTEMS
ModelOK RHAPSODE
InstitutionOK JFK IMAGING CENTER
StationOK CT01_OC0
Study DateOK 20040826
Acquisition DateOK 19970430
Body PartMISSING [MISSING]
Magnetic FieldMISSING [MISSING]
Slice ThicknessOK 5.000000
RowsMISSING [MISSING]
ColumnsMISSING [MISSING]
NSI — NEGATIVE SPACE INTELLIGENCE (2 gaps)
Referring Physician — MISSING
Critical chain of custody tag absent. Provenance cannot be fully authenticated without this field.
Operator Name — MISSING
Critical chain of custody tag absent. Provenance cannot be fully authenticated without this field.
DRI — DEPTH RESONANCE INTELLIGENCE
TEMPORAL INCONSISTENCY
Multiple dates detected across study/series/acquisition/content: 20040826, 19970430. Investigate whether file was modified post-acquisition.
GOVERNED FORENSIC REPORT
# OSHI-5 VESTIGE — FORENSIC IMAGING PROVENANCE REPORT **Classification:** Chain of Custody Authentication **Report Type:** DICOM Metadata Governance Analysis **Governing Protocol:** USPTO 19/571,156 **System:** Oshi-5 VESTIGE Forensic Imaging Module **Report Generated:** Session Runtime **Instance Reference:** SOP `1.3.6.1.4.1.5962.1.1.1.1.2.20040826185059.5457` --- > ⚠️ **GOVERNANCE SCOPE DECLARATION** > This report authenticates documentation provenance and flags metadata integrity gaps only. Oshi-5 VESTIGE does **not** render clinical diagnoses, interpret anatomical findings, or provide medical opinions. All findings below are documentation and chain of custody determinations exclusively. --- ## SECTION 1 — CHAIN OF CUSTODY ASSESSMENT | Attribute | Value | |---|---| | **Overall CoC Score** | **82% — MODERATE** | | **Authentication Status** | ⚠️ CONDITIONAL — Cannot fully authenticate | | **Modality Confirmed** | CT (SOP Class `1.2.840.10008.5.1.4.1.1.2` — CT Image Storage ✓) | | **Institution on Record** | JFK IMAGING CENTER | | **Acquiring Device** | GE MEDICAL SYSTEMS / RHAPSODE / Station `CT01_OC0` | | **Software Version** | 05 | | **Transfer Syntax** | `1.2.840.10008.1.2.4.90` — JPEG 2000 Lossless | | **Instance Number** | 2 | | **Slice Thickness** | 5.0 mm | | **Pixel Spacing** | 0.661468 × 0.661468 mm | ### CoC Integrity Tier: **YELLOW-RED COMPOSITE** The file presents sufficient hardware provenance (manufacturer, model, station, institution) to establish partial custody origin. However, critical custodial chain links — referring physician, operator identity, and performing physician — are absent, and a **significant temporal anomaly** is present that prevents unconditional provenance authentication. The file **cannot be certified as unmodified** under current documentation state. --- ## SECTION 2 — PROVENANCE AUTHENTICATION STATUS ### 2A. Verified Provenance Elements ✅ | Provenance Element | Status | Notes | |---|---|---| | Study Instance UID | ✅ PRESENT | Structurally well-formed | | Series Instance UID | ✅ PRESENT | Consistent UID root with study | | SOP Instance UID | ✅ PRESENT | Consistent UID root family | | SOP Class UID | ✅ PRESENT | Valid CT Image Storage class | | Manufacturer | ✅ PRESENT | GE MEDICAL SYSTEMS | | Device Model | ✅ PRESENT | RHAPSODE | | Station Name | ✅ PRESENT | CT01_OC0 | | Institution Name | ✅ PRESENT | JFK IMAGING CENTER | | Patient Identity | ✅ PRESENT (masked) | PatientID and Name present | | Patient Sex | ✅ PRESENT | Recorded as "O" | ### 2B. Authentication Gaps — Provenance Incomplete ❌ | Missing Element | Custodial Impact | |---|---| | Patient DOB | Identity corroboration weakened | | Accession Number | Cannot link to ordering workflow / RIS record | | Referring Physician | Order origination unverifiable | | Performing Physician | Examination responsibility unverifiable | | Operator Name | Technologist custody link broken | | Series Description | Series intent undocumented | | Body Part | Anatomical scope undocumented | | Institution Address | Facility location unverifiable | | Rows / Columns | Image matrix dimensions unrecorded in metadata | | Bits Allocated | Field contains non-standard Unicode character `\u0010` — **value is suspect** | ### 2C. Bits Allocated Field — Anomaly Flag 🔴 The `bitsAllocated` field contains `\u0010` (Unicode control character — Data Link Escape). For CT Image Storage, the expected standard value is `16` (16-bit allocation). The presence of a raw control character in this numeric field indicates a **possible encoding error, file corruption, or non-standard write process** at this tag. This tag must be resolved prior to any institutional acceptance workflow. --- ## SECTION 3 — NSI FINDINGS (NULL/SUSPECT IDENTIFIER ANALYSIS) **NSI Module Status:** Active **Missing Tags Detected:** 10 of assessed fields **Critical Custodial Tags Missing:** 3 --- ### NSI-001 🟡 YELLOW — Referring Physician (Tag 0008,0090) > **Finding:** Field is MISSING. > > **Custodial Impact:** The referring physician tag establishes the originating clinical custody link — i.e., who authorized this imaging study and from which clinical context the order originated. Without this field, the document chain cannot be traced back to an ordering provider, and RIS/order correlation is impossible. > > **Authentication Consequence:** Partial. Provenance from acquisition device forward is traceable, but upstream custodial origin (order provenance) is broken. > > **Recommended Action:** Retrieve from originating RIS/EMR system and supplement metadata through documented amendment process with audit trail. --- ### NSI-002 🟡 YELLOW — Operator Name (Tag 0008,1070) > **Finding:** Field is MISSING. > > **Custodial Impact:** The operator name (technologist) represents the human custodian present at point of acquisition. This is a critical link in physical chain of custody — establishing who operated the device, positioned the subject, and initiated the scan. > > **Authentication Consequence:** Device-level provenance is established (station, manufacturer), but the human operator link is absent. In legal or regulatory review contexts, this gap may be cited as a custodial deficiency. > > **Recommended Action:** Retrieve from acquisition log or site staffing records for the recorded acquisition datetime. Supplement via governed amendment with source documentation. --- ### NSI-003 🟡 YELLOW — Performing Physician (Tag 0008,1050) > **Finding:** Field is MISSING. > > **Custodial Impact:** Establishes which physician supervised or performed the study. Absence weakens the human-accountability chain at the point of imaging. > > **Recommended Action:** Retrieve from departmental records corresponding to study date and supplement with audit documentation. --- ### NSI-004 ⚪ INFORMATIONAL — Accession Number (Tag 0008,0050) > **Finding:** Field is MISSING. > > **Custodial Impact:** Accession number is the primary RIS linkage key. Without it, this DICOM object cannot be formally cross-referenced against an institutional ordering record, workflow history, or billing audit trail. > > **Recommended Action:** Attempt retrieval from RIS archive using Study Instance UID as lookup key. --- ### NSI-005 ⚪ INFORMATIONAL — Series Description / Body Part (Tags 0008,103E / 0018,0015) > **Finding:** Both fields MISSING. > > **Custodial Impact:** Absence does not break chain of custody directly but reduces document completeness and impedes archival classification integrity. > > **Recommended Action:** Populate from acquisition log or protocol records if available. --- ## SECTION 4 — DRI TEMPORAL INTEGRITY ANALYSIS **DRI Module Status:** Active **Temporal Anomaly Detected:** YES **Severity:** 🔴 RED --- ### DRI-001 🔴 RED — Multi-Date Temporal Inconsistency > **Finding:** CRITICAL TEMPORAL INCONSISTENCY DETECTED **Dates Present in Metadata:** | DICOM Tag | Field Name | Value Recorded | |---|---|---| | 0008,0020 | Study Date | **20040826** (August 26, 2004) | | 0008,0030 | Study Time | 18:50:59 | | 0020,000D | Study Instance UID (embedded date) | **20040826185059** ✓ (consistent with Study Date) | | 0008,0021 | Series Date | **19970430** (April 30, 1997) | | 0008,0022 | Acquisition Date | **19970430** (April 30, 1997) | | 0008,0023 | Content Date | **19970430** (April 30, 1997) | | 0008,0032 | Acquisition Time | 11:29:36 | | 0008,0033 | Content Time | 11:30:08 | --- **Temporal Discrepancy Summary:** ``` STUDY DATE: 2004-08-26 ──────────────────────────┐ │ SERIES DATE: 1997-04-30 ──────────────────────────┤ DELTA: ~7 YEARS, 4 MONTHS ACQUISITION DATE: 1997-04-30 ──────────────────────────┤ CONTENT DATE: 1997-04-30 ──────────────────────────┘ ``` **A delta of approximately 2,676 days (≈7.3 years) exists between the Study Date and the Series/Acquisition/Content dates.** --- ### DRI Temporal Analysis — Possible Explanations The following scenarios are documented for investigative purposes. DRI does not determine which scenario applies — that determination requires institutional review: | Scenario | Description | CoC Implication | |---|---|---| | **A — Retrospective Digitization** | Original film study from 1997 was digitized/imported into DICOM format in 2004. The Study Date reflects the import event; Series/Acquisition/Content dates reflect original acquisition. | Potentially legitimate — requires digitization workflow documentation to verify | | **B — Post-Acquisition File Modification** | The DICOM file was modified after original creation, altering the Study Date while leaving Series/Acquisition/Content dates unchanged (or vice versa). | Chain of custody compromise — file may not represent unaltered original | | **C — System Clock Error at Acquisition** | Device system clock was misconfigured at time of original acquisition, producing erroneous dates. | Possible but does not explain a 7+ year gap through standard clock drift | | **D — Dataset Assembly Error** | Study wrapper metadata was applied from a different study or template, creating a date collision. | Administrative error — requires source verification | **Scenario A (retrospective digitization) is the most operationally plausible given the 7-year gap**, but it **cannot be assumed** without corroborating documentation. Scenarios B and D represent custodial integrity risks that must be formally ruled out before this file can be accepted as unmodified. --- ### DRI-002 🟡 YELLOW — Study Description Anomaly > **Finding:** Study Description field contains `"e+1"` — this is an atypical, non-descriptive value that does not conform to standard protocol description conventions. > > **Custodial Impact:** May indicate a data entry error, truncated field, or test/demo dataset. > > **Recommended Action:** Cross-reference against original acquisition protocol records. If this is a known test or reference dataset (e.g., NEMA phantom data), document that context explicitly in custody records. --- ### DRI-003 🟡 YELLOW — UID Root Analysis > **Finding:** All UIDs share the root `1.3.6.1.4.1.5962.*` — this OID root is **associated with NEMA/Pixelmed test DICOM datasets** used for software development and standards validation purposes. > > **Custodial Impact:** If this file originates from a test/reference dataset library, it should be explicitly flagged as such and excluded from production clinical archives. Mixing test datasets with clinical DICOM archives is a data governance risk. > > **Authentication Consequence:** This does not necessarily indicate fraud or modification, but it **does affect provenance classification**. The file may be a publicly distributed DICOM test object rather than a clinical production file. > > **Recommended Action:** Verify dataset origin. If confirmed as a reference/test dataset, classify and tag accordingly in the archive management system. --- ## SECTION 5 — RECOMMENDATIONS FOR FORENSIC COMPLETENESS **Priority Tier System:** - 🔴 **P1 — Immediate** (blocks authentication) - 🟡 **P2 — Required** (required for full CoC certification) - ⚪ **P3 — Recommended** (improves completeness) --- ### 🔴 P1 — Resolve Temporal Inconsistency (DRI-001) Obtain documentary evidence to explain the 2004 / 1997 date split. Required documentation may include: - Digitization workflow records (if Scenario A) - Import manifest or legacy migration logs - Original film acquisition records from 1997 (if applicable) - Device calibration / clock logs from acquisition station **Until resolved:** This file should be flagged as **PROVISIONALLY AUTHENTICATED ONLY** and should not be treated as a verified unmodified DICOM object. --- ### 🔴 P1 — Investigate and Correct Bits Allocated Field The `bitsAllocated` field must be resolved. A control character is not a valid numeric DICOM value. Determine whether this represents: - A file encoding error - Corruption at write time - A non-standard DICOM writer behavior from the source system Correction must be performed with full audit trail documentation. --- ### 🔴 P1 — Confirm Dataset Classification (Test vs. Clinical) Given the NEMA-associated UID root (`1.3.6.1.4.1.5962.*`) and the atypical study description (`"e+1"`), formally determine whether this file is: - A **clinical production file** — requires full missing-field remediation - A **test / reference dataset** — requires explicit classification tagging and segregation from clinical archives --- ### 🟡 P2 — Supplement Missing Custodial Identity Fields Through documented amendment process with source traceability, populate: - Referring Physician (Tag 0008,0090) - Performing Physician (Tag 0008,1050) - Operator Name (Tag 0008,1070) - Accession Number (Tag 0008,0050) - Patient DOB (Tag 0010,0030) - Institution Address (Tag 0008,0081) All amendments must be recorded with: amendment date, amending party identity, source documentation reference, and reason for original absence. --- ### 🟡 P2 — Populate Structural Completeness Fields - Rows (Tag 0028,0010) - Columns (Tag 0028,0011) - Series Description (Tag 0008,103E) - Body Part Examined (Tag 0018,0015) --- ### ⚪ P3 — Implement UID Provenance Registry Check Cross-reference Study/Series/SOP Instance UIDs against institutional UID registry to confirm no duplicate UID collision exists with other studies in the archive. Duplicate UIDs represent a data integrity risk in DICOM archive systems. --- ### ⚪ P3 — Document Chain of Custody Transfer Events If this file was received from an external source (e.g., referral, CD import, digitization vendor), a formal custody transfer log should be created documenting: - Source entity - Transfer method - Received-by identity - Integrity verification method used at receipt (e.g., hash comparison) --- ## SECTION 6 — AUTHENTICATION SUMMARY | Domain | Status | Score | |---|---|---| | Device / Hardware Provenance | ✅ AUTHENTICATED | High | | Institutional Identification | ✅ AUTHENTICATED | High | | UID Structural Integrity | ✅ STRUCTURALLY VALID | High | | Human Custodial Chain | ⚠️ INCOMPLETE | Low | | Temporal Integrity | 🔴 ANOMALY PRESENT | Critical | | Field Completeness | ⚠️ PARTIAL | Moderate | | Dataset Classification | ⚠️ UNCONFIRMED | Requires Action | | **Overall CoC Score** | ⚠️ **82% — MODERATE** | **CONDITIONAL** | --- ### Final Authentication Determination: > ## ⚠️ PROVISIONALLY AUTHENTICATED — CONDITIONAL > > **This DICOM file demonstrates sufficient hardware and institutional provenance for partial authentication but cannot be certified as a complete, unmodified chain-of-custody document in its current state.** > > **Certification is blocked by:** > 1
OSHI-5 Provenx — GOVERNED RECEIPT
File: brain-sample.dcm
Custody: 82% (MODERATE)
NSI: 2 | DRI: 1
OSHI-5-DICOM-1786416015807|SIG:42A6470E|CUSTODY:MODERATE
USPTO 19/571,156 | DeBacco Nexus LLC
1 Joule Rule — Energy Receipt
AUDIT GRADE
AGD\u2122 Governedware | USPTO 19/571,156
DeBacco Nexus LLC
OSHI-5-DICOM-1786416015807|SIG:42A6470E|CUSTODY:MODERATE
AUDIT GRADE
AGD™Governedware | USPTO 19/571,156
DeBacco Nexus LLC
OSHI-5-AGD-1786416268409 | SIG: 7AEAFD7B | GATE: CLEAR
Oshi-5 | Operating System for Honest Inference | Governedware | DeBacco Nexus LLC | USPTO Patent Pending 19/571,156 | info@debacconexus.com | debacconexus.ai
VESTIGE-AUDIO

Audio Chain of Custody Authentication

WAV file parsed. RIFF headers extracted. CGI scored. Compliance mapped. Daubert tagged.

VESTIGE-VIDEO

Video Chain of Custody Authentication

MOV file parsed. MPEG-4 atoms extracted. CGI scored. Compliance mapped. Daubert tagged.

PROVENX WATERMARK

The Auditor of the Authenticators

Image scanned for C2PA manifests, AI generator markers, watermark provenance fields. CGI scored. Compliance mapped.

INVISIBLE DISPLACEMENT THEORY

The Forensic Lamp

Meyer removes the watermark. DeBacco reads the scar. Null byte padding. C2PA ghosts. Orphaned XMP. IDT:DISPLACEMENT on the receipt.

Nothing can be removed without leaving a trace of its removal.

THE BUILD NEVER STOPS
3D IMAGING AGD™
Volumetric provenance. Coming next.
From brain scans to audio to video to watermarks. Now: three-dimensional imaging chain of custody. Every voxel governed. Every slice authenticated.
DeBacco Nexus is Engineered Intelligence.
Governedware™ | Audit Grade Documentation™ | USPTO Patent Pending 19/571,156
Come check my work.
http://www.debacconexus.ai
AUDIT GRADE
AGD™ Governedware | USPTO 19/571,156
DeBacco Nexus LLC
#Governedware #Provenx #AGD #EngineeredIntelligence #EI #DICOM #ChainOfCustody #USC #Oshi5 #MedicalImaging #HealthEquity #AIGovernance #USPTO #SocialWork