Architecture pattern
Decision quorum
Multiple typed judgments are aggregated through voting or confidence-aware stopping.
Plausible
What the pattern does
Multiple typed judgments are aggregated through voting or confidence-aware stopping.
Caveat
Calling the same model repeatedly may produce correlated rather than independent evidence.
Patterns are recurring shapes observed across the collected material. A repeated shape is evidence that developers converge on it, not evidence that it performs well in production.
Sources
Limitations
- Calling the same model repeatedly may produce correlated rather than independent evidence.
Where this pattern appears
- MAGI System on Jev ObservedAn open-source three-sage voting experiment inspired by Neon Genesis Evangelion.
- Data Pipeline Quarantine Router Authored HypothesisA stream processor choosing accept, normalize, quarantine, retry, or human review per record.
- The strongest near-term architecture is Jev as a complement and control layer around generative models. PlausibleJev produces decisions rather than prose; Vercel and OpenRouter expose it through evaluation-oriented endpoints, and LangChain documents it as a routing and guardrail layer inside its own harness.
- SemIf (formerly OpenJev) ObservedAn independent open-weights reproduction of Jev's runtime-defined typed-decision interface, running a locally hosted 4B model (e.g. Qwen3.5-4B) on a consumer GPU with a browser WebGPU demo, committed benchmark runs, and row-level output data.