README.md

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The Global Standard for AI Trust

If AI is trained on data, there must be evidence.

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🎯 What is Crovia?

Crovia is the first cryptographically anchored trust layer for AI training data.

We don't audit models. We don't make legal claims. We observe one fact:

Is publicly auditable evidence present — or absent?

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🔮 Omission Oracle

Real-time trust scanner for any HuggingFace model.

Enter a model ID → Get instant Shadow Score → See what's missing.

┌─────────────────────────────────────────────────┐
│  SHADOW SCORE                                   │
│                                                 │
│  100 = All declarations present     🟢 GOLD    │
│   75 = Minor gaps                   🟡 SILVER  │
│   60 = Needs attention              🟠 BRONZE  │
│  <60 = Critical gaps                🔴 UNVERIFIED│
└─────────────────────────────────────────────────┘

🔮 Launch Oracle →

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📊 Global Rankings

277+ models tracked. Auto-updated every 6 hours.

We detect:

• NEC#1 — Missing data provenance
• NEC#2 — Missing license attribution
• NEC#7 — Missing usage scope
• NEC#13 — Missing accountable entity

📊 View Rankings →

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🧾 CEP Capsules

Crypto Evidence Packages — portable, offline-verifiable provenance for datasets.

Each capsule proves:

• Where attribution signals came from
• How payouts would be computed
• Which trust bundle verified the run
• That everything is immutable

🧾 Explore Capsules →

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🏅 Get Your Trust Badge

Add a Crovia badge to your model's README:

![Crovia Trust](https://huggingface.co/datasets/Crovia/global-ai-training-omissions/resolve/main/badges/YOUR_MODEL.svg)

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🔗 Ecosystem

Resource	Description
🔮 Omission Oracle	Real-time model trust scanner
🧾 CEP Terminal	Evidence verification console
📊 Rankings	Global omissions leaderboard
📦 CEP Capsules	Crypto evidence packages
⚙️ Core Engine	Open-source engine
🔐 PRO Engine	Enterprise features

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📜 Philosophy

We don't trust promises.
We don't trust claims.
We trust evidence.

If you trained on data, prove it.
If you can't prove it, we see it.

There is nowhere to hide.

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CROVIA · Evidence, not promises.

EU AI Act Aligned · Apache 2.0