{"policy_version":"1.1.19","updated_at":"2026-10-25 10:34:34","total_episodes_analyzed":19,"correlations":{"hook_vs_stayed_rate":0.621,"realism_vs_retention_rate":-0.393,"composite_vs_market_reward":0.535,"average_reward_gap":15.6},"insights":["STRONG HOOK CORRELATION (r=0.621): Higher Hook Scores strongly predict viewer Stayed % in the first 2 seconds.","GLITCH PENALTY FACTOR: Videos with critical AI glitches averaged 893 views vs 1134 views for clean videos."],"negative_constraints":["STRICT SINGLE SIDE MIRROR SYMMETRY: Exactly one exterior side mirror per side mounted in standard factory position; strictly prohibit duplicate side mirrors, extra mirrors, or floating mirrors on front fenders or A-pillars.","STRICT SINGLE DOOR HANDLE: Exactly one exterior door handle per door; strictly prohibit duplicate or paired handles on a single door.","STRICT VEHICLE KINEMATICS & DOOR INTEGRITY: When opening hood, frunk, or engine bay, side doors must remain firmly shut; strictly prohibit gullwing or butterfly doors opening spontaneously.","ZERO SLOW ESTABLISHING HOOKS: Shot 1 Frame 0.0s must never open on a static camera pan, wide distant view, or clean paint without contamination.","ZERO DRY DETAILING BRUSH SCRUBBING: Detailing brushes and wash mitts must never contact dry paint; vehicle panels must be blanketed in dense white snow foam.","ZERO INVERTED CLEANING: Pressure washers and hoses must spray 100% transparent crystal water; water must never spray mud or create dirt on clean paint.","ZERO DESYNCHRONIZED TALKING HEADS: Host Leo must never mouth silent words or talk on camera in ASMR formats; mouth must remain closed.","PREVENT ASSET_INCONSISTENCY: Preserve consistent vehicle badging, trim, and wheel styling across all shots.","PREVENT MISSING_OPERATOR_GEAR: All operator hands must wear form-fitting black nitrile gloves with normal 5-finger anatomy.","PREVENT DUPLICATE_SIDE_MIRROR: Enforce strict single OEM side mirror symmetry on each door.","PREVENT WARDROBE_CONTINUITY_DEFECT: Regenerate Shot 4 ensuring consistent black nitrile PPE.","PREVENT CHARACTER_CONSISTENCY_DEFECT: Lock consistent character seed across all operator frames.","PREVENT VEHICLE_MODEL_INCONSISTENCY: Regenerate Shot 6 to match the classic G-body whale tail configuration.","PREVENT ENVIRONMENT_INCONSISTENCY: Set Shot 1 inside the studio bay to maintain seamless environmental continuity."],"positive_boosters":["FRAME 0.0s INSTANT KINETIC CONTRAST: High-pressure 40-degree fan jet or turbo rotary lance actively slicing caked clay/mud from 0.0s to reveal wet gleaming clearcoat.","SUBMERGED BADGE AGITATION: In Shot 5, front grille and chrome badge must already be 100% submerged in dense shaving-cream foam before horsehair brush agitates.","CUMULATIVE FOAM COVERAGE: In Shot 4, adjacent roof, pillars, and glass must show 60%+ pre-existing dripping foam lather from continuous passes.","WET WORKSHOP CONTINUITY: In Shots 7-10, polished grey studio floor must show glossy water puddles and soapy runoff draining toward floor grates.","DELAYED FULL-CAR PAYOFF: Withhold the full vehicle showroom reveal until Shot 10 (Second 42+); teaser macro shots only in Shots 7-9.","EMULATE EPISODE_112_COMMUNITY_AUDI_R8_ABT_XGT: Maintain high Frame-0 contrast and immediate kinetic action.","EMULATE EPISODE_110_DAY_10_IMPOSSIBLE_CLEAN_DRIFT: Maintain high Frame-0 contrast and immediate kinetic action.","EMULATE EPISODE_104_1969_BARN_FIND_MUSCLE_CAR_REVI: Maintain high Frame-0 contrast and immediate kinetic action.","EMULATE EPISODE_105_1985_VOLVO_240_WAGON_SWAMP_RES: Maintain high Frame-0 contrast and immediate kinetic action.","EMULATE EPISODE_106_DAY_6_THE_FAILURE_FOAM_CANNON: Maintain high Frame-0 contrast and immediate kinetic action."],"quality_thresholds":{"min_composite_reward":65.0,"min_hook_score":6.5,"min_realism_score":6.0,"zero_tolerance_anomalies":["duplicate_side_mirror","duplicate_door_handle","mutated_hand","inverted_cleaning_water_spraying_mud","unwanted_talking_head"]},"scorecards":[{"episode_id":"episode_101_sapphire_restoration","episode_number":"101","vehicle_name":"1969 Camaro (Sapphire)","title":"30-Year Swamp Barn Find: JDM Sports Coupe Full Restoration 🧼✨","composite_reward":32.4,"grade":"F","hook_score":5.5,"realism_score":4.0,"physics_score":6.2,"pacing_score":5.8,"has_critical_defects":true,"detected_anomalies":["vehicle_identity_mismatch"],"stayed_rate":48.0,"retention_rate":49.9,"view_count":0,"market_reward_score":15.0,"reward_gap":17.4},{"episode_id":"episode_102_overland_mud_rescue","episode_number":"102","vehicle_name":"Overland Mud 4x4","title":"Extreme Mountain Mud Rescue: 10 Gallons of Snow Foam vs Overland 4x4 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🏎️💨","composite_reward":64.7,"grade":"C","hook_score":6.4,"realism_score":6.1,"physics_score":6.8,"pacing_score":6.9,"has_critical_defects":false,"detected_anomalies":["asset_inconsistency"],"stayed_rate":62.1,"retention_rate":31.5,"view_count":1159,"market_reward_score":68.4,"reward_gap":-3.7},{"episode_id":"episode_110_day_10_impossible_clean_drift","episode_number":"110","vehicle_name":"Impossible Clean Drift","title":"The Impossible Mud Sheet Peel! 🤯✨","composite_reward":67.2,"grade":"C","hook_score":6.8,"realism_score":6.6,"physics_score":6.7,"pacing_score":6.8,"has_critical_defects":false,"detected_anomalies":[],"stayed_rate":70.2,"retention_rate":48.5,"view_count":1224,"market_reward_score":85.4,"reward_gap":-18.2},{"episode_id":"episode_111_community_1988_bmw_e30_touring","episode_number":"111","vehicle_name":"1988 BMW E30 Touring","title":"BARN FIND BMW E30 RESCUE!","composite_reward":69.9,"grade":"B","hook_score":6.8,"realism_score":7.1,"physics_score":7.0,"pacing_score":7.2,"has_critical_defects":false,"detected_anomalies":[],"stayed_rate":56.12,"retention_rate":43.85,"view_count":1362,"market_reward_score":72.4,"reward_gap":-2.5},{"episode_id":"episode_112_community_audi_r8_abt_xgt","episode_number":"112","vehicle_name":"Audi R8 ABT XGT","title":"24h Nürburgring Audi R8 ABT XGT Full Restoration | Extreme ASMR Rescue","composite_reward":57.8,"grade":"C","hook_score":9.3,"realism_score":4.0,"physics_score":9.4,"pacing_score":9.6,"has_critical_defects":true,"detected_anomalies":["duplicate_side_mirror"],"stayed_rate":72.49,"retention_rate":40.22,"view_count":1334,"market_reward_score":87.0,"reward_gap":-29.2},{"episode_id":"episode_115_community_1987_ferrari_f40_part2","episode_number":"115","vehicle_name":"1987 Ferrari F40 (Pt 2)","title":"Rescuing a Neglected $3,000,000 Ferrari F40 (Part 2: The Redemption) | ASMR Restoration","composite_reward":69.8,"grade":"B","hook_score":6.8,"realism_score":7.2,"physics_score":7.0,"pacing_score":6.9,"has_critical_defects":false,"detected_anomalies":[],"stayed_rate":null,"retention_rate":null,"view_count":1539,"market_reward_score":75.1,"reward_gap":-5.3},{"episode_id":"episode_116_community_bmw_e46_m3_(titanium_silver)","episode_number":"116","vehicle_name":"116 Bmw E46 M3 (Titanium Silver)","title":"30-Year Swamp Find 1989 Porsche 911 Turbo Full Restoration (Part 1) | The Crisis","composite_reward":66.6,"grade":"C","hook_score":6.8,"realism_score":6.5,"physics_score":6.7,"pacing_score":6.6,"has_critical_defects":false,"detected_anomalies":[],"stayed_rate":null,"retention_rate":null,"view_count":null,"market_reward_score":null,"reward_gap":null},{"episode_id":"episode_116_community_porsche_911_turbo","episode_number":"116","vehicle_name":"116 Porsche 911 Turbo","title":"30-Year Swamp Find 1989 Porsche 911 Turbo Full Restoration (Part 1) | The 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Dakar Yellow 1990 BMW E30 M3 Sport Evolution Reveal","composite_reward":65.6,"grade":"C","hook_score":6.8,"realism_score":6.7,"physics_score":6.5,"pacing_score":5.8,"has_critical_defects":false,"detected_anomalies":[],"stayed_rate":null,"retention_rate":null,"view_count":null,"market_reward_score":null,"reward_gap":null}]}