Full-article verification with per‑claim transparency. Built to reveal what’s true, what’s uncertain, and what needs another look—without waiting for a human fact‑check to be published.
We don’t just rate the publisher or a single viral claim. The engine scans the entire article, extracts verifiable statements, checks them against diverse sources, and explains the verdicts.
A Proof Score summarizes evidence strength with reasons you can read, audit, and export—never a black box.
Purpose: Multi‑model verification system
Function: Runs multiple AI models on the same claim/article; compares verdicts; computes consensus or divergence.
Outputs: Proof score, variance index, model confidence, conflict map.
Higher tiers: Ensemble reasoning (reasoning path fusion, contradiction scoring).
Analogy: multiple fact‑checkers debate, then reconcile into one score.
Purpose: Source cross‑comparison & perspective balancing
Function: Tests framing/phrasings; suggests alternate or stronger sources.
Outputs: Neutral rewrite, source substitution map, ideological skew adjustment.
Higher tiers: Cross‑lingual comparison; narrative inversion.
Purpose: Persona‑based bias testing
Function: Simulates how different reader personas interpret the piece.
Outputs: Persona alignment charts, semantic variance report.
Higher tiers: Audience simulation (AI readers) for engagement prediction.
Purpose: Verified publishing & proof‑of‑truth badge
Function: Adds cryptographic/API certification to verified content; attaches trust metadata.
Outputs: Verification badges, integrity token, proof export.
Higher tiers: CMS pipeline auto‑certification.
Purpose: Detect ideological/demographic/linguistic bias
Function: Classifier for sentiment, word choice, framing.
Outputs: Bias severity (1–10), bias type, lean (L/R/I).
Higher tiers: Sentiment overlay; corpus benchmarking.
Purpose: Map sources and citation networks
Function: Graph of sources, references, reuse patterns.
Outputs: Nodes, edges, credibility overlay, reuse detection.
Higher tiers: Cross‑network intelligence/echo loops.
Purpose: Story evolution monitoring
Function: Tracks updates/retractions; flags silent edits.
Outputs: Alerts, change diffs, trust continuity index.
Higher tiers: Linked source update alerts.
Purpose: Version & revision lineage
Function: Immutable version histories for pieces.
Outputs: Timestamped diffs, lineage chain, change analytics.
Higher tiers: TruthVault™ integration.
Purpose: Media authenticity & metadata integrity
Function: Extracts/validates metadata; flags manipulation.
Outputs: Forensic trace, integrity score.
Higher tiers: Live/social verification.
Purpose: Verification reports & exports
Function: PDF/CSV/JSON audit bundles.
Outputs: Full audit trail; citations, verdicts, diffs.
Higher tiers: API + cloud export to IntegrityCloud™.
Purpose: Secure cluster for proofs/models
Function: Encrypted storage and ops; access logs.
Outputs: Cluster analytics, access control, SLA metrics.
Sovereign: Federated mesh via IntegrityGrid™.
Purpose: Enterprise repository & APIs
Function: Stores/indexes proofs & trust metrics at scale.
Use: AI training, audit, compliance.
Purpose: Chain‑of‑custody & forensic traceability
Function: Immutable event IDs and tamper logs.
Outputs: Trace IDs, verification signatures.
Pro/Suite: Forensic metadata; hash‑chain linking.
Purpose: Evidence preservation
Function: Freezes content & verification records.
Outputs: Notices, retention schedules, access logs.
Enterprise/Sovereign: Jurisdictional automation.
Purpose: Regulator‑ready reports
Function: Certified PDF/JSON bundles w/ trace metadata.
Pro/Sovereign: Multi‑agency dashboards and audit APIs.
Purpose: Internal compliance automation
Function: Policy‑as‑code enforcement on drafts/published pieces.
Outputs: Compliance triggers, policy heatmap.
Sovereign: Jurisdictional AI compliance routing.
Purpose: Dedicated model environments
Function: Isolated verification AI per organization.
Outputs: Secure results, detailed access logs.
Enterprise/Sovereign: On‑premise containerization.
Purpose: Global verification backbone
Function: Connects IntegrityClouds, TraceLock, ProofStack across orgs.
Outputs: Consensus trust ratings, federated governance.
Purpose: Immutable archive for evidence
Function: Permanently stores proofs and hashes.
Outputs: Certificates, content hashes, timestamps.
Sovereign: Inter‑agency evidence storage.
Purpose: AI oversight & visual forensics
Function: Detects manipulation/synthetic media; anomaly maps.
Outputs: Authenticity scores; region‑based anomalies.
Purpose: Echo‑chamber & repetition detection
Function: Tracks claim propagation across outlets/time.
Outputs: Echo maps; repetition indices; network viz.
Purpose: Misinformation web detection
Function: Graph AI links stories, entities, propaganda clusters.
Outputs: Influence maps, propagation chains.
Purpose: Pattern recognition & similarity
Function: Scans archives for repeated narratives/claim reuse.
Outputs: Repetition scores, claim linkage networks.
Purpose: Global fact‑sync engine
Function: Cross‑checks claims against databases & models.
Outputs: Claim validation score, sync timestamp, consensus index.
Purpose: Digital signature for verified content
Function: Cryptographic tags/watermarks on published content.
Outputs: Signal IDs; validation links.
Purpose: Verified newsroom/journalist identity badge
Function: Public badge indicating verified use of BulletPROOF.
Outputs: Badge metadata; verification timestamp; transparency URL.
| Category | Consumers | Journalists | Newsrooms | Enterprise |
|---|---|---|---|---|
| Core Verification | ✅ Basic to Full | ✅ Full | ✅ Full + Network | ✅ Global |
| Legal & Compliance | ❌ | ⚙️ Add‑ons | ⚙️ Team policies | ✅ LegalHold, GovProof, TraceLock |
| Collaboration | ✅ | ✅ Individual | ✅ Shared workspaces | ✅ Cross‑org mesh |
| Security | Basic | Advanced (PMZ) | PMZ + IntegrityCloud | IntegrityGrid + TruthVault |
| Intelligence | Limited | Full suite | Full newsroom analytics | Global federated AI |
Note: This matrix reflects intended scope at launch stages. Features are under active development; availability will roll out over time.
Not yet. We are pre‑beta. No integrations are currently live (browser, CMS, or APIs). This page documents the design and planned capabilities.
Yes—post‑beta. Extensions and APIs will arrive after core verification quality clears testing. We’ll publish technical docs and SDKs when ready.
It aggregates per‑claim evidence strength, contradiction signals, redundancy/recency, and (at higher tiers) MultiProof™ consensus. Every score includes an explanation and links to evidence.
Yes—via ProofStack™ exports (PDF/CSV/JSON) once enabled. Enterprise tiers add IntegrityCloud™ hosting and audit APIs.
We’re polishing the core engine before integrations. If you want updates when beta opens, join the list.
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