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| {"episode": 1, "reward": 18.88, "reflection": "Starting with direct INSPECTs on low-numbered accounts revealed multiple gang members with high fake_risk_score, photo_reuse_score, and comment_repeat_score, confirming a coordinated pattern. Once the first few were FLAGGED, their auto-revealed neighbors automatically became high-priority SUSPECTs, allowing rapid expansion without extra steps\u2014this network-triggered propagation was key to 100% recall with zero false positives. Always begin with targeted INSPECTs to identify clear gang markers, then leverage FLAGging to unlock the full network efficiently."} | |