Truth Compiler / Proof Compiler

CLAIMS ARE CHEAP.
EVIDENCE IS NOT.

Truth Compiler converts repositories, business records, financial data, public filings, and knowledge assets into bounded evidence states: what is verified, what is partial, what conflicts, what fails, and what is still unknown. It does not turn model confidence into fact.

PASS / PARTIAL / FAIL / UNKNOWNEvidence-firstContradictions preservedPublic proofExplicit data rights

Start with one repository for $97. If you upgrade the same repository, the dedicated $400 upgrade preserves the $497 full-audit total.

Public proof before purchase

See the compiler correct itself when deeper evidence changes the story.

The product is supposed to be falsifiable and inspectable. These demonstrations link to public primary evidence so a buyer can reproduce the reasoning instead of trusting a testimonial.

PUBLIC REPOSITORY

Truth Compiler audits its own substrate—and refuses to grant itself authority.

The public repository contains source, build definitions, tests, CI and provenance evidence. The audit records those as present, but production authorization remains NOT GRANTED. A successful bounded-learning test cannot become evidence of general intelligence or permission to deploy.

C++17 source + buildPRESENT
Substantive testsPRESENT
Production authorityNOT GRANTED

Inspect repository proof →

PUBLIC FINANCIAL

NIKE FY2026: the ratio warning was real. The lazy causal story was not.

Operating cash flow fell while receivables rose sharply. A superficial model could label that “collection distress.” Deeper SEC evidence shows a $684M tariff receivable plus higher wholesale revenue and normal receipt timing; substantially all of the remaining tariff receivable was subsequently collected.

Cash-flow pressureVERIFIED
Receivable growthVERIFIED
Collection crisis claimUNSUPPORTED

Inspect financial proof →

Why this is different

The output is not “what the AI thinks.” It is what the evidence can carry.

Truth Compiler behavior

  • Extracts bounded claims before judging them.
  • Binds each material conclusion to evidence.
  • Separates observation, inference, prediction, and authority.
  • Preserves contradictory evidence instead of smoothing it away.
  • Leaves unsupported questions UNKNOWN.
  • Can revise a first-pass inference when deeper evidence explains the signal.
  • Returns an audit receipt that records scope and limitations.

What it refuses to do

  • Invent missing evidence.
  • Use a confidence score as proof.
  • Declare production readiness just because code exists.
  • Declare financial causation from correlation alone.
  • Hide evidence that weakens the preferred narrative.
  • Turn customer secrets into public examples without permission.
  • Claim certainty outside the available evidence.
The mechanism

One evidence pipeline across multiple domains.

01 / INPUTEvidence surface

Repository, ledger, statement, filing, documents, public sources.

02 / CLAIMSSemantic handles

Convert vague assertions into explicit questions that can be tested.

03 / STRUCTUREReality map

Map components, relationships, dependencies and missing links.

04 / EVIDENCETruth binding

Attach supporting, conflicting, explanatory or missing evidence.

05 / STATECompilation

PASS, PARTIAL, FAIL, UNSUPPORTED, CONFLICTING, UNKNOWN.

06 / ACTIONPriority + receipt

Rank next actions and preserve the basis for re-verification.

Actual customer value

Different evidence domains. Same truth discipline.

Repository / technical

Know whether a project actually contains the architecture, tests, integrations, controls, release evidence and authority boundaries it claims. Useful for founders, buyers, agencies, investors and engineering teams.

Personal financial reality

Map authorized statements or exports into income/inflow structure, recurring charges, fees, debt pressure, anomalies, leakage and unresolved questions—without pretending to be a CPA audit or investment adviser.

Business financial reality

Separate revenue, cash conversion, recurring obligations, concentration, margin pressure, anomalies and causal hypotheses from what the underlying records actually prove.

Knowledge capital

Rank candidate ideas and assets by evidence, novelty signal, prior art, demonstrated versus hypothetical status, commercial application, defensibility and leverage—with legal/IP boundaries explicit.

Remediation

Move from finding to verified correction: fix the highest-impact bounded issues, rerun evidence checks and record the new state instead of closing the job at “here is a report.”

Continuous governance

Re-scan a repository over time for evidence drift, new contradictions, claim changes, CI/runtime changes and unresolved risks so yesterday's PASS does not silently become today's UNKNOWN.

Customer sovereignty

Your private evidence is not the hidden price of the audit.

A narrower, explicit product-improvement license.

Massive Magnetics may use lawfully public evidence and de-identified/aggregated service telemetry to benchmark, secure and improve Truth Compiler. That is intentionally different from claiming an unlimited license over everything a customer uploads.

Public-source dataMay be analyzed, benchmarked and used for public demonstrations subject to applicable law and source rights.
Private customer dataUsed to deliver, verify, secure and support the service. Raw private content is excluded from shared training and public case studies by default.
Sensitive financial dataNo sale. No targeted advertising from the evidence. No raw shared-model training by default. Never send transaction-capable credentials.
Improvement telemetryDe-identified quality metrics, error patterns, latency and non-identifying operational measurements may improve the product.
Your rightsAccess, correction, deletion subject to exceptions, export, sensitive-use restriction, withdrawal of optional consent, and applicable opt-out rights.
Case-study permissionCustomer-private examples require affirmative permission or material de-identification/redaction. Refusing optional publicity does not reduce the purchased service.

Read Privacy & Customer Data Rights → · Machine-readable policy → · Service Terms →

Product ladder

One front door. Escalate only when the evidence justifies it.

The $97 scan is the acquisition product. The rest of the ladder increases scope, implementation depth, or monitoring—not marketing confusion.

Start here

Repository Reality Scan

$97

One repository. Claim/evidence map, contradictions, missing proof, priority queue and audit receipt.

Run scan
Upgrade

Scan → Full Audit

$400

For the same repository after a qualifying $97 scan. Preserves the $497 total instead of charging $594.

Upgrade
Full technical

Full Repository Audit

$497

Reality, Architecture, Integration, Sovereignty and Evolution dimensions for one repository.

Book full audit
Implementation

Audit + Remediation

$1,497

Full audit plus bounded high-impact remediation, verification rerun and final evidence receipt.

Book remediation
Consumer

Personal Financial Reality

$199

Private review of up to 12 months of authorized records. Sensitive/raw data protections apply by default.

Book personal audit
Business

Business Financial Reality

$997

Up to 12 months of business records, statements, ledger exports or public filings.

Book business audit
Portfolio

Knowledge Capital Audit

$1,500

Up to 10 candidate ideas, systems, inventions or assets ranked by evidence and commercial leverage.

Book knowledge audit
Recurring

Repository Governance

$497/mo

Re-scan, evidence drift, new contradictions, risk updates and monthly verification receipt after a qualifying full audit.

Start governance

Canonical repo funnel: $97 scan → $400 upgrade → $1,497 remediation → $497/month governance.

Boundaries

The credibility comes from what the product will not pretend to be.

Repository audits are not automatically penetration tests, SOC/compliance certifications, or guarantees of production safety. Financial Reality is not a CPA financial-statement audit, assurance opinion, tax advice, legal advice, credit repair, lending decision or investment advice. Knowledge Capital is not a patentability or freedom-to-operate legal opinion. All outputs remain bounded by accessible evidence and stated scope.
The front door

Stop asking whether the story sounds right.
Ask what the evidence can prove.

Start with one repository for $97. Inspect the proof before purchasing. Keep your private evidence private by default. Upgrade only if the first scan creates enough value to justify deeper work.

Start the $97 Repository Reality Scan →