FAQ
Evidence Moat - QUORUM (MiSES), Counterfactuals & Structured Epistemology
Defensibility FAQ · Why This Platform Wins Long-Term
CueCrux builds answers on QUORUM (MiSES) (Quorum of Unified Observations and Referenced Underlying Material), selecting MiSES (Minimal Evidence Sets) per claim. This involves:
- set-cover algorithms,
- contradiction detection,
- domain diversity gating,
- counterfactual challenger lanes,
- evidence scoring with recency & licensing weights.
Competitors rely on:
- “top-k” prompts,
- semantic vectors only,
- heuristic prompting.
CueCrux uses epistemology, not heuristics.
Why this is a moat:
- No open-source LLM toolchain offers QUORUM-like guarantees.
- Counterfactual search is computationally expensive and requires bespoke architecture.
- Bias mitigation is baked into the evidence process, not the prompts.
**CueCrux becomes the only AI product that understands why evidence matters.**