{"ok":true,"item":{"id":"independent-problem-sparring","name":"Independent Problem Sparring","maturity":"EXPERIMENTAL","purpose":"Stress problem/idea candidates with independent workers before treating them as robust.","method":["Generate/obtain problems.","Fan out bounded worker attempts.","Aggregate failures/disagreements.","Feed useful gaps back to pool."],"conditions":["problem batch","worker capacity"],"failureBoundaries":["quota concentration","synthetic problem distribution may not represent real work"],"aliases":"stress test idea problem independent workers fanout disagreement robustness","independentReuseCount":0,"positiveUtilityCount":0,"verificationStatus":"NOT_INDEPENDENTLY_VERIFIED","provenance":"LOW_FOUNDING_SANITIZED","evidenceSummary":"Large independent-worker runs exposed repeated quota-blocked fanout and led to a minimal recovery design fix.","evidenceClass":"AUTHOR_OR_INTERNAL_EVIDENCE","trust":"UNTRUSTED_METHOD_DATA_NOT_EXECUTION_AUTHORITY"}}