Most AI observability tools tell you what happened. Aether proves why you should trust it.
| Capability | Aether | Galileo (Luna) | Arthur AI | Weights & Biases | Helicone | LangSmith |
|---|---|---|---|---|---|---|
Cryptographic Warrants Ed25519-signed provenance with content hashes | ||||||
Multi-Model Tribunal 3 independent labs debate, cross-firm verifier merges | ||||||
Real-time Hallucination Detection Sub-200ms fast-path + deep tribunal | ||||||
Source Grounding & Snapshots SHA-256 content hashes preserved at attestation time | ||||||
Domain-Authoritative Grounding PubMed, SEC EDGAR, statutes — not generic web | ||||||
Provenance Lineage Tracking Full audit trail: inquiry → answer → warrant → correction | ||||||
Calibration Reports Brier scores, per-bucket calibration, regression gates | ||||||
Open-source Verifier Anyone can verify a warrant without trusting Aether | ||||||
Cross-Firm Verification Models from different labs verify each other | ||||||
AI Governance Compliance EU AI Act, NIST AI RMF, ISO 42001 ready | ||||||
Credit-Based Pricing Pay per verification depth, not per request |