{ "check": { "by": [ "the yields check, which holds every algorithm's yields and every node's answer shape within the math type's shapes", "the ontology resolution gate over every record that names the math type" ], "population": "every algorithm record, node, axis and substrate node that names the math type", "freshness": "a verdict stands until the math type's shapes or a record that names it changes", "refusal": "the gate fails on a yield or answer shape outside the type's shapes, or a reference to a type that does not exist", "observation": "none: a math type is a family of answers, and nothing observes it while a run executes", "evidence": "fires-and-accepts: one suite plants a node with a dangling math type, another plants an answer shape outside the type's shapes, and the bundled data validates clean", "authority": "the math type's shapes, which every yield and answer shape conforms to" }, "records": [ { "id": "set-theory", "domains": ["set-theory"], "question": "What members exist?", "predicateFamily": "membership · cardinality · emptiness", "yieldsShape": "set | boolean | ratio" }, { "id": "logic", "domains": ["logic"], "question": "Does it hold, and what follows from it?", "predicateFamily": "boolean predicate", "yieldsShape": "boolean" }, { "id": "graph", "domains": ["category-theory"], "question": "What connects what?", "predicateFamily": "reachability · coverage · degree", "yieldsShape": "edge-list" }, { "id": "algebra", "domains": ["algebra"], "question": "How are parts arranged under laws?", "predicateFamily": "composition · ordering invariant", "yieldsShape": "ordered-structure" }, { "id": "analysis", "domains": ["analysis"], "question": "How do states vary?", "predicateFamily": "operation applied to state", "yieldsShape": "operation" }, { "id": "optimization", "domains": [], "question": "What is admissible or best?", "predicateFamily": "validation · threshold · argmax", "yieldsShape": "boolean | ranking | number" }, { "id": "topology", "domains": ["topology"], "question": "What is preserved under change?", "predicateFamily": "invariant / symmetry", "yieldsShape": "boolean" }, { "id": "probability", "domains": ["probability"], "question": "How certain or likely is it?", "predicateFamily": "confidence · distribution · counter", "yieldsShape": "number[0,1]" }, { "id": "information-theory", "domains": ["information-theory"], "question": "What is novel, and how compressible is it?", "predicateFamily": "novelty · dedup · hash", "yieldsShape": "hash | novelty-score | boolean" }, { "id": "computation", "domains": ["computation"], "question": "What procedure produces it?", "predicateFamily": "algorithm / loop", "yieldsShape": "procedure" }, { "id": "dynamical-systems", "domains": [], "question": "What stable pattern arises, and has it converged?", "predicateFamily": "fixed-point · convergence · oscillation", "yieldsShape": "boolean | counter" } ] }