Proof before prose
Every serious answer must carry sources, timestamps, and receipts. If we cannot show evidence, we do not publish the claim.
Vision
A Reasoning OS where proof is the product
CueCrux treats evidence as a first-class object. Answers are built on receipts, not vibes, and every result can be inspected, replayed, and audited.
Operator focus
Proof stays inspectable, even under pressure.
- CROWN receipts that capture model settings, evidence sets, and integrity hashes.
- MiSES that explain exactly which artefacts were load-bearing for each claim.
- Counterfactual views that show what evidence would change an answer.
- Time-indexed snapshots so answers can be replayed as data shifts.
Operating principles
Auditable by default
Receipts, MiSES, and provenance logs are permanent records. Corrections are appended, not erased.
Separation of powers
Engine stores proof. WebCrux handles UX and auth. WatchCrux audits. OpsCrux enforces budgets. No single plane can rewrite history.
Policy-aware ingestion
Ingestion respects robots.txt, licensing, and jurisdiction. Unknown terms trigger metadata-only mode.
Milestones on the road to proof-native AI
Evidence-first answers
Light, verified, and audit modes with explicit provenance and receipts.
Reasoning OS interfaces
Workspaces, history, and saved proof objects that can be replayed over time.
Operator transparency
OpsCrux surfaces budgets, drift, and trust metrics without requiring raw database access.
Private stack isolation
Tenant-isolated pipelines and proof bridges for sensitive or regulated data.
Why this matters now
AI answers are being deployed in high-stakes environments without durable proof trails. CueCrux builds the rails so every answer is grounded, time-stamped, and accountable from day one.