{"data":{"slug":"consensus-engine","term":"Consensus Engine","bucket":"scoring","definition":"The multi-model evaluator that compares scoring outputs across LLM providers to keep results consistent.","short_definition":"The multi-model evaluator that compares scoring outputs across LLM providers to keep results consistent.","long_definition":"Consensus Engine is an internal safety net: every score is recomputed across multiple LLM providers, and divergent results either get flagged for review or settle on a moderated value. The mechanism keeps the viability score stable across vendor drift.","related_terms":["viability-score","signal-fusion"],"related_term_routes":[{"slug":"viability-score","term":"Viability Score","route":"/resources/glossary/viability-score"},{"slug":"signal-fusion","term":"Signal Fusion","route":"/resources/glossary/signal-fusion"}],"canonical_route":"/resources/glossary/consensus-engine","api_route":"/api/v1/resources/glossary/consensus-engine","jsonld_id":"https://sciencetostartup.com/resources/glossary/consensus-engine","variants":[],"tldr":"The multi-model evaluator that compares scoring outputs across LLM providers to keep results consistent.","key_points":[],"quality_tier":null,"citation_count":null,"source_state":"curated_static","source_module":"apps/web/data/glossary/terms.ts","definition_sections":{"schema_version":1,"intro":"Consensus Engine is an internal safety net: every score is recomputed across multiple LLM providers, and divergent results either get flagged for review or settle on a moderated value. The mechanism keeps the viability score stable across vendor drift.","sections":[{"title":"Definition","items":[{"subtitle":"Consensus Engine","text":"Consensus Engine is an internal safety net: every score is recomputed across multiple LLM providers, and divergent results either get flagged for review or settle on a moderated value. The mechanism keeps the viability score stable across vendor drift."}]},{"title":"Related vocabulary","items":[{"subtitle":"Viability Score","text":"A 0-10 rating of an AI paper's commercial viability. Higher scores cluster with code, demo, dataset, and beats-SOTA signals."},{"subtitle":"Signal Fusion","text":"The composite score combining viability, prediction, community vote, and GitHub star velocity into one primary ranking number."}]}],"cited_arxiv_ids":[]}},"meta":{"canonical_route":"/resources/glossary/consensus-engine","api_route":"/api/v1/resources/glossary/consensus-engine","source":{"label":"curated glossary catalog","source_state":"curated_static","source_module":"apps/web/data/glossary/terms.ts","method_version":"public_glossary_curated_terms_v2","freshness":{"status":"versioned","observed_at":null,"fresh_until":null,"reason":"Git-versioned curated catalog; daily ingestion freshness windows do not apply.","reason_code":"git_versioned_curated_catalog"},"source_count":111,"bucket_count":7,"buckets":["scoring","surfaces","agents","distribution","data","foresight","buildability"]}}}