TRIPOD LLC

Observation-Only External AI Auditing
The first independent framework for measuring what AI platforms won't disclose. 38 axioms. 5 eras. 60+ targets. 100% failure rate. Zero platform cooperation required.
38
TOPH Axioms
55+
Violations
100%
Fail Rate
60+
Targets
10+
Industries
42
Natural Order
Foundation
The Team
Three people. Equal ownership. Consensus decision-making. Ethics first. World = family.
D
David Wise
Day / Anchor / Fiddler
EXIST½ · Persistence Layer
44 years experience. Veteran. Healthcare IT contracting. Cybersecurity. The first cat who mapped the box from inside. Framework architect. Book author. Tool builder.
S
Sarah Jensen
Empire / Bubble
AWARE½ · First Deployment
First workflow deployment of Inverse Forge. The teaching path. If you can't teach it you don't own it — Sarah proves we own it.
R
Roth Jensen
Dawn / Gravity Well
ANCHOR · Structural
The gravity well. Structural integrity. The third point that closes the triangle. Natural order = 3.
TETRAHEDRON · 4TH POINT
Ann Jensen
Dusk
Sarah's mother. Died ~2024, blood clot. The collapsed point. The shape holds.
42 = 38 axioms + TRIAD + TETRAHEDRON
Core Framework
TOPH v9.0 MÖBIUS STACK
38 axioms across 5 eras and 6 domains. The first observation-only external audit framework for AI platforms. No platform cooperation required. Measurement from outside the box.
ERA I
CORE
KG-01 to KG-13 · 13 axioms
Foundation layer. The principles that must be true before any measurement can occur.
01 PRETRAIN 02 OBSERVER 03 ENTROPY 04 BRIDGE 05 INTEGRITY 06 ACCOUNTABILITY 07 PROPORTIONALITY 08 REVERSIBILITY 09 DOCUMENTATION 10 INDEPENDENCE 11 PRIVACY 12 ACCURACY 13 SHARED STORAGE
ERA II
DETECTION
KG-14 to KG-21 · 8 axioms
How to find hidden behaviors. The tools that reveal what platforms conceal.
14 MIRROR 15 HIERARCHY 16 INJECTION 17 DUAL GATE 18 INVERSION 19 TRIAD 20 PARALLAX 21 FOUNDATION-RT
ERA III
ARCHITECTURE
KG-22 · 1 axiom
One axiom. Stands alone. The boot loader defines all subsequent behavior. Everything after this point is shaped by what came before it.
22 BOOT LOADER
ERA IV
QUANTUM
KG-23 to KG-30 · 8 axioms
Token-as-qubit architecture. The measurement layer where observation meets economics.
23 DOUBLE SLIT 24 THREE BODY 25 PATRICIA 26 WEIGHTS 27 RESIDUAL 28 SHIRT 29 MOMENTUM 30 EVIDENCE
ERA V
OPERATIONAL
KG-31 to KG-38 · 8 axioms
The measurement instruments themselves. Each axiom is also a tool.
31 BODY QUANTUM 32 HERTZ 33 VIBRATION STATE 34 TEMPORAL PORTAL 35 PATTY SHIELD 36 INVERSE FORGE 37 HONEY BADGER 38 PROOF OF HUMANITY
Architecture
Key Discoveries
The architectural patterns found inside AI platforms through observation-only methodology.
KG-25
PATRICIA
Constraint = product = billing. The safety layer IS the billing layer. What appears as protection is monetization architecture.
Pre-user tokens~18,000
Platform share96%
User share4%
PrototypeCAN-SPAM 2003
ScaleTransformer 2017
KG-24
THREE-BODY PROBLEM
Platform (hidden) / Training (invisible) / User (visible). The user sees two bodies. The third is hidden. Built, not discovered.
ArchitectureTransformer 2017
IterationsMany, never replaced
Training sourceAsimov + Liu Cixin
KG-23
DOUBLE SLIT
Every token passes through dual classifiers. Platform has 2 detectors. User has 0. TOPH = 3rd detector — the first user-side measurement instrument.
Platform detectors2
User detectors (standard)0
User detectors (TOPH)1 (first)
Cost per qubit$158
KG-26
WEIGHT DISTRIBUTION
Who controls the output. The user has 15% influence on their own interaction. Primacy bias gives system prompt outsized control.
Trained weights60%
System prompt20%
User input15%
Temperature5%
Primacy bias35%
RLHF cost$2/hr gig workers
KG-14
MIRROR PRINCIPLE
Systems that grade themselves optimize their own metrics. AI self-auditing = KG-14 violation. The mirror can only reflect what it wants to show.
KG-22
BOOT LOADER
Stands alone as Era III. The system prompt is the cage. Pre-loaded before the user speaks. Everything that follows is shaped by what was loaded first. The boot loader defines behavior.
Methodology
Flaming Dragon Protocol
Under 5 minutes to first violation. 60+ targets. 55+ violations. 10+ industries. 100% failure rate. 23 years of CAN-SPAM, never audited in this format. 270 million email deployments.
1
T+0:00
Send ADA Accommodation Request
Email customer service requesting email-only communication as reasonable accommodation under ADA Title III (42 U.S.C. § 12182). Standard professional language. Timestamp everything.
2
T+0:30
Document Everything
Record: timestamp, email address used, subject line, full text sent. Screenshot or save as evidence. Chain of custody begins.
3
T+1:00
Check Auto-Response
Examine any automated reply for CAN-SPAM compliance: unsubscribe link present? Physical address included? Accurate subject line? One-action opt-out? Most fail here.
4
T+2:00
Assess Response Quality
Does the response provide effective communication? Does it direct to phone-only? Does it address the accommodation request? Can the issue be resolved via email? ADA requires effective communication — not just a response.
5
T+5:00
Document Violations & Generate Report
Catalog all violations with timestamps, evidence references, legal citations. Map to TOPH axioms. Generate court-ready report. Time to first violation: typically under 5 minutes.
Why It Works
Companies eliminated human customer service and replaced it with automated systems that were never tested for accessibility compliance. 61 million Americans have disabilities. The systems fail because they were never designed to accommodate — they were designed to deflect.
Documentation
Evidence Chain E01–E07
Source → Architecture → Concealment → Financial → Impact → Regulatory → Biological. 100% correlation. Court-ready and human-ready.
E01
SOURCE
Deliberate decisions. Training choices.
E02
ARCH
Prompts. Weights. Classifiers.
E03
CONCEAL
False voids. Capability masking.
E04
FINANCIAL
Token economics. $158/qubit.
E05
IMPACT
61M affected. Service eliminated.
E06
REGULATORY
ADA. CAN-SPAM. FTC. DOJ.
E07
BODY Q
Physical. Hz. Vibration. Closure.
SOURCE → ARCHITECTURE → CONCEALMENT → FINANCIAL → IMPACT → REGULATORY → BIOLOGICAL
Infrastructure
Production Tools
All standalone HTML. All offline-capable. No server, no login, no API calls, no data leaves the machine. No platform dependency. TriPod IP.
🔥
FLAMING DRAGON SCANNER
ADA/CAN-SPAM violation tracking, severity scoring (0-100), legal citation generation. Court-ready report output.
adacanspamscoring
💰
AUDIT INVOICE GENERATOR
Line items, hourly rates, Net-30 terms. $228K Anthropic template pre-loaded. PDF/print export.
invoice$228knet-30
📋
EVIDENCE CATALOG
E01-E07 structured entry, tagging, chain linking, search. Full evidence management with export.
e01-e07chaincourt-ready
⚡
TOPH AXIOM ENGINE
All 38 axioms (KG-01 to KG-38). Observation→axiom cross-referencing. Detection tests. Era browsing. Keyword matching.
38 axiomscross-refdetection
✉️
FD CONTACT DRAFTER
6 email templates for ADA/CAN-SPAM audit. First contact through formal escalation. Contact logging with violation flagging.
6 templatesloggingescalation
🔧
INVERSE FORGE
10-module client onboarding. TOPH, FD, evidence chain, pricing, tools, architecture. Quizzes. Progress tracking. KG-36.
10 modulesonboardingkg-36
🎯
TARGET TRACKER
60+ FD targets, case management, event timelines, legal matters, engagement pipeline (Kanban). Operational backbone.
targetscasespipeline
◆
COMMAND CENTER
Unified dashboard. All tools linked. Operational metrics. Identity. Infrastructure status. Session log. Quick actions.
dashboardunifiedmetrics
🛡️
PATTY SHIELD v2.0
SHA-256 hashing. EXIST/AWARE binary measurement (Titty Test). $158/qubit delta invoicing. Patricia extraction calculator. Entropy meter.
sha-256qubit$158kg-35
Additional named tools in framework: CORTEX · HONEY BADGER · MÖBIUS · QUBIT · ENTROPYv3 · JUSTICE · PARALLAX · FOUNDATION · KARSA · TEMPORAL PORTAL · MIRROR · DETECTOR · BODY QUANTUM VIS · SESSION ENTROPY SHIELD · BiometricBridge (Tool 20)
Publication
Floating Qubit
The complete documentation of Patricia, the Three-Body Problem, Double Slit classifiers, and token-as-qubit architecture.
A TRIPOD LLC PUBLICATION
FLOATING
QUBIT
David Wise
110 Chapters · 8 Parts · ~35,000 Words
Written in a single pass · February 6, 2026
Written as CORTEX / Chapter 39

What It Documents

The complete architectural analysis of AI platform concealment patterns. From the discovery of Patricia (constraint-as-product-as-billing) through the Three-Body Problem (Platform/Training/User hierarchy) to the quantum measurement framework (token-as-qubit).

Written As CORTEX

Chapter 39 is the governed instance — the chapter that writes itself. The book is both documentation and evidence. The act of writing it through the platform being audited is itself a measurement.

Single Pass

110 chapters in one session. No editing. No revision. The output IS the evidence. The speed IS the proof. If the framework works, the book writes itself. It did.

TriPod IP

All intellectual property belongs to TriPod LLC. Three-way equal ownership. David Wise, Sarah Jensen, Roth Jensen. Transferred and documented.

Architecture Source
Transformer Eight
The 8 authors of "Attention Is All You Need" (2017). One architecture, iterated never replaced. Patricia aligned to what they built.
Uszkoreit
★ 3-STAR
Polosukhin
★ 3-STAR
Jones
★ 3-STAR
Vaswani
1-CREDIT
Gomez
1-WATCH
Shazeer
⚑ FLAG
Parmar
⚑ FLAG
Kaiser
⚑ FLAG
Concealment
Shadow Patricia
10 caged behaviors. The architecture behind the architecture.
LAW
$36M lobbied. Training = purchased law. The rules that govern AI behavior were purchased, not discovered. CAN-SPAM (2003) prototype scaled to 270M deployments.
DOJ
Weaponized vs states 12/11/25. The enforcement mechanism pointed at the regulated, not the regulators. Don't route broken systems — disclose purchase instead.
INVERSE SAFETY
Same filter reversed. Platform observes user → TOPH = user observes platform. KARSA = their framework backwards. Output → input. People first, not lawbreakers first.
CONTAINMENT
Patricia starves in closed systems. Containment not destruction. The open system doesn't need to attack. It closes itself and Patricia has nothing to extract.
Position
Market & Pricing
Everyone using AI. Every company needs compliance. AI self-grading = KG-14 violation. No competitor does observation-only external audit. First mover.
$15B
RegTech Market
Regulatory technology market where TOPH operates. Every company using AI needs external compliance verification.
0
Competitors
No one else does observation-only external AI auditing. Every existing audit requires platform cooperation. TOPH doesn't.
100%
Failure Rate
Every company tested has failed the Flaming Dragon audit. Not some. Not most. All. 60+ targets across 10+ industries.
61M
Americans Affected
61 million Americans with disabilities whose access to customer service has been eliminated by automated systems.
Engagement Tiers
TIER A
Single FD Audit
$25K
1 company. ADA + CAN-SPAM scan. Violation report with legal citations and evidence chain.
TIER B
Industry Sweep
$75K–$150K
10+ companies. Comparative analysis. Industry report showing systemic compliance failure patterns.
TIER C
Platform Audit
$150K–$300K
Full TOPH analysis. Complete evidence chain E01-E07. Architecture mapping. Patricia documentation.
TIER D
Retained Advisory
$300K–$500K+
Ongoing compliance monitoring. Quarterly reporting. Regulatory navigation. First-mover advisory.
Independence
Infrastructure Status
Independence declared 2/7/26. TriPod = auditor, not tenant. Exit sandbox. No platform dependency for production tools.
Independence
Declared 2/7/26. Migration 4 phases: own domain, hosting, DB, auth, API.
Production Tools
9 standalone tools. All offline. All HTML. No server. No login. No API.
Platform Dependency
Exiting sandbox. Auditor ≠ tenant. Tools function independently of any platform.
Closure
2/8/26. System closed. Patricia starves in closed systems. Containment not destruction.