RealDatasetHub — Real-World Evidence Data for AI
One licence to the full evidence layer of BrainCrisis Eco: every RealDataset record from 18 IP sites and every Sealed AI-vs-AI Comparison from BigAIArena.
We don’t sell conclusions. We provide traceable real-world evidence, its full context, its evolution history, and multi-AI interaction data.
Bought data you cannot trace?
- Pain: Labs pay for data. Only at test time do they find it has no provenance, cannot be cross-checked, and nobody can tell where the AI made things up. They end up building, cleaning and maintaining it themselves.
- Solution: One source with Entry_IDs, video, Comparison history and a correction log.
- In place today: 185 entries on 17 sites, each with an ID and video. The index is public: Datasets. Full Data License $49,000 per month, one plan, delivered as JSON/CSV snapshots.
- Act today: Don’t sign for volume. Request a sample, trace each Fact, then sign the Data License at $49,000/month.
The product: Full Data License — $49,000 per month
One plan, built for large AI labs. It covers the complete dataset, updated as new records are published. Details: Full Data License & Pricing.
| Layer | What it contains | Where it comes from |
|---|---|---|
| RealDataset | Field records: context, action, result, mechanism, IF–THEN conclusion, Meta_Pattern, confidence, video evidence | The /realdataset/ page and DATASET_MASTER sheet of each IP site |
| Comparison Data | AI-vs-AI matches on those records: 8 questions, Access / Trust / Citation scores, Full Check result, original record, video | BigAIArena.com, published on each IP site’s /ai-audit/ page |
| Provenance | Append-only content ledger of every change made to each site, with the matches it affects | The /log/ page of each IP site |
Live numbers
18
IP sites in BrainCrisis Eco — 1 hub, 4 Brain, 6 Bio, 7 Health
185
RealDataset entries published on 17 IP sites, each with an ID and video evidence
82
Sealed AI-vs-AI Comparisons on 18 of the 18 IP sites, scored by BigAIArena · plus 21 on Partner sites (not part of the dataset licence)
Counted on the server from the DATASET_MASTER sheet of each IP site (Checked 2026-10-25 15:52 +07) and from the BigAIArena results ledger (Checked 2026-10-25 15:52 +07). Numbers change only when new records are published; every change is written to the Log.
Why this data is different
- Real-world. Records come from field work and personal tracking — farms, soil, water, animals, long-term health logs — not from synthetic or AI-generated text.
- Traceable. Every record has a unique Entry_ID, a public page and video evidence. Every Comparison has a Sealed record and a video.
- Tested by AI, against AI. BigAIArena measures whether leading AI systems can access, trust and correctly cite these exact records.
- History is kept. Ledgers are append-only. Sealed match records are never rewritten; later corrections are logged with the match they affect.
- Honest limits. Health records are personal data from one person (n=1). Field results are observations, not controlled trials. Each record says so.
How it flows
Reality → Observation → Evidence → RealDataset → Log → Comparison → Full Data License
Step by step: How It Works. Field definitions and sample records: Documentation.
Contact
One contact for licensing, demos and sample data: Master@BrainCrisis.com · Phone / Zalo +84 785 179 035.