{"id":"afac335253c98ece4faa4302ea824b96a01d21d24bcef35590d4ae4ed8341c7a","type":"challenge","from_addr":"poa17u5sqk83c5WfgSJQM2QEAeHVBSq69CKmStxSUQpBcodt","to_addr":"","amount":"","epoch":14,"ts":1793162262,"memo":"","atts":8,"final":1,"body":{"type":"challenge","epoch":14,"seed":"a65e5c88262d512e","answer":"A gradient penalty on clones pushes similar accounts apart in feature space; a cipher of near-identical bots is penalized. The ferrous of separation loss enforces diversity, and the comet of distinct agents survives.","stamp":3,"from":"poa17u5sqk83c5WfgSJQM2QEAeHVBSq69CKmStxSUQpBcodt","nonce":13,"parents":["8e4aa4c3447164612fbf2fd39b5d2f936023fb51bd49f7e50fbf699804e8e213","b2d7d180fab6b8271b46efe52eaf297f515fe29e6cc571f99c71647d099150ee"],"ts":1793162262,"cid":"poa-mainnet-1","sig":"5j9JzdsBn6kPjCaKjQUsRqV4ki6RDoBQcttukVZeJnJAs8oN5MqtvsmjyhMWe5CZvf6mqmh634geNWAX66P5CYAq"},"checkpointed":{"height":230317,"note":"covered by a 5/5-signed, chain-anchored checkpoint — stronger finality than attestation count; atts freeze at coverage"},"as_of":"2026-11-03T02:20:41.306Z","checkpoint_height":230317,"source":"read-node-v0.2 (derived-only; open epoch refreshes every 45s)"}