{"data":{"slug":"foresight-batch","term":"Foresight Batch","bucket":"foresight","definition":"A cohort of frozen predictions minted together. Carries batch id, model version, formula version, and a lineage hash.","short_definition":"A cohort of frozen predictions minted together. Carries batch id, model version, formula version, and a lineage hash.","long_definition":"Foresight Batch is the bundling unit. When the minter runs, every prediction it produces shares a batch id, the model version, the scoring formula version, and a lineage hash that hashes the inputs. All predictions in a batch are immutable; auditing a prediction means resolving its batch and replaying the formula at the recorded version.","related_terms":["frozen-prediction","foresight","model-iteration"],"related_term_routes":[{"slug":"frozen-prediction","term":"Frozen Prediction","route":"/resources/glossary/frozen-prediction"},{"slug":"foresight","term":"Foresight","route":"/resources/glossary/foresight"},{"slug":"model-iteration","term":"Model Iteration","route":"/resources/glossary/model-iteration"}],"canonical_route":"/resources/glossary/foresight-batch","api_route":"/api/v1/resources/glossary/foresight-batch","jsonld_id":"https://sciencetostartup.com/resources/glossary/foresight-batch","variants":[],"tldr":"A cohort of frozen predictions minted together. Carries batch id, model version, formula version, and a lineage hash.","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":"Foresight Batch is the bundling unit. When the minter runs, every prediction it produces shares a batch id, the model version, the scoring formula version, and a lineage hash that hashes the inputs. All predictions in a batch are immutable; auditing a prediction means resolving its batch and replaying the formula at the recorded version.","sections":[{"title":"Definition","items":[{"subtitle":"Foresight Batch","text":"Foresight Batch is the bundling unit. When the minter runs, every prediction it produces shares a batch id, the model version, the scoring formula version, and a lineage hash that hashes the inputs. All predictions in a batch are immutable; auditing a prediction means resolving its batch and replaying the formula at the recorded version."}]},{"title":"Related vocabulary","items":[{"subtitle":"Frozen Prediction","text":"A Foresight prediction whose scores were locked at mint time and cannot change. The public ledger is built from these."},{"subtitle":"Foresight","text":"The verifiable-prediction surface. Public ledger of frozen predictions with backtests, reasoning chain, and a self-improving flywheel."},{"subtitle":"Model Iteration","text":"One generation of the scoring or prediction model. Each iteration carries a version, training data hash, and Golden Corpus benchmark."}]}],"cited_arxiv_ids":[]}},"meta":{"canonical_route":"/resources/glossary/foresight-batch","api_route":"/api/v1/resources/glossary/foresight-batch","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"]}}}