TOTAL qualifying: 226 | raw handles: 47 | failures: []
qualifying keys: ['date', 'handle', 'likes', 'replies', 'rt', 'score', 'text', 'url', 'views']
raw keys: ['author', 'bookmarkCount', 'conversationId', 'createdAt', 'entities', 'id', 'inReplyToId', 'isPinned', 'isReply', 'lang', 'likeCount', 'media', 'quoteCount', 'quoted_tweet', 'replyCount', 'retweetCount', 'retweeted_tweet', 'source', 'text', 'twitterUrl', 'type', 'url', 'viewCount']

BUCKETS: {'film': 37, 'core': 90, 'labs': 12, 'OTHER:Flovaai': 8, 'irrel': 75, 'OTHER:AI__TSUBAKI': 4}

Watchlist now: 47 | prev: 47
ADDED: [] | REMOVED: []

=== FETCH WINDOW (min/max createdAt, top-volume handles) ===
EHuanglu           n= 22 oldest=Fri Oct 09 23:06 newest=Wed Oct 14 20:00
AIWarper           n= 22 oldest=Fri Oct 16 01:03 newest=Wed Oct 14 21:19
AITOPIAai          n= 22 oldest=Fri Oct 09 15:06 newest=Wed Sep 30 14:59
AIByLeo            n= 22 oldest=Fri Oct 09 15:22 newest=Wed Oct 14 02:00
AI_Jasonyu         n= 22 oldest=Fri Oct 16 06:32 newest=Wed Oct 14 14:33
runwayml           n= 21 oldest=Fri Oct 02 14:04 newest=Wed Sep 30 17:33
paultrillo         n= 21 oldest=Fri Oct 02 14:54 newest=Wed Sep 23 20:18
higgsfield         n= 21 oldest=Fri Oct 02 20:31 newest=Wed Oct 14 14:35
azed_ai            n= 21 oldest=Fri Oct 16 04:20 newest=Thu Oct 15 23:56
Chandan_Perla      n= 21 oldest=Fri Aug 14 14:43 newest=Wed Sep 30 13:37
CharaspowerAI      n= 21 oldest=Fri Oct 16 07:00 newest=Wed Oct 14 18:01
AI_with_jasmin     n= 21 oldest=Fri Oct 16 12:48 newest=Wed Oct 14 17:06
AIGuideHQ          n= 21 oldest=Fri Sep 25 00:44 newest=Tue Aug 18 16:19
AITECHio           n= 21 oldest=Fri Oct 16 08:04 newest=Wed Oct 14 15:41

3-day cutoff (exclusive): 2026-10-14T00:00:00+00:00

=== ZERO-QUALIFYING HANDLES (originals-only) ===
AIGuideHQ          orig=21/21 newestORIG=Tue Aug 18 16:19 age=  59d out       bestL=None bestV=None
AITOPIAai          orig=22/22 newestORIG=Wed Sep 30 14:59 age=  16d out       bestL=25 bestV=537
AlexStudio44       orig=18/20 newestORIG=Wed Sep 30 20:24 age=  16d out       bestL=None bestV=None
Chandan_Perla      orig=18/21 newestORIG=Wed Sep 30 13:37 age=  16d out       bestL=28 bestV=608
CuriousRefuge      orig=13/14 newestORIG=Wed Sep 30 18:01 age=  16d out       bestL=6 bestV=751
FaithJaiye2187     orig=20/20 newestORIG=Wed Sep 30 09:26 age=  16d out       bestL=3 bestV=57
GoogleLabs         orig=19/19 newestORIG=Wed Sep 30 17:43 age=  16d out       bestL=None bestV=None
JeffSynthesized    orig=16/16 newestORIG=Wed Oct 07 14:44 age=   9d out       bestL=19 bestV=959
JiamingSuen        orig= 4/20 newestORIG=Thu May 26 01:45 age=1605d out       bestL=None bestV=None
KammelaBala        orig=15/17 newestORIG=Wed Sep 16 14:43 age=  30d out       bestL=0 bestV=86
Magiermogul        orig=17/20 newestORIG=Thu Aug 27 06:57 age=  50d out       bestL=None bestV=None
ai_filmmaker       orig=17/20 newestORIG=Wed Aug 16 19:51 age=1157d out       bestL=None bestV=None
cladlabs           orig= 5/12 newestORIG=Tue Sep 09 00:55 age= 403d out       bestL=None bestV=None
karenxcheng        orig=19/20 newestORIG=Wed Oct 29 17:52 age= 352d out       bestL=None bestV=None

=== CORE TOP 10 (auto-discovered arrival check) ===
CharaspowerAI    70648L 5984238V 2026-10-16 11:00
c_valenzuelab    11028L 110403V 2026-10-14 12:28
venturetwins     1638L 903000V 2026-10-15 18:03
Kling_ai         411L 766708V 2026-10-15 15:00
higgsfield       1246L 325840V 2026-10-14 14:35
EHuanglu         1826L 95746V 2026-10-15 15:24
Kling_ai         986L 127667V 2026-10-15 15:00
EHuanglu         1099L 103904V 2026-10-14 20:00
higgsfield       582L 73414V 2026-10-16 20:12
higgsfield       679L 48161V 2026-10-15 13:07

=== CORE rank 11-15 cutoff ===
rank 11: pika_labs        score=1719.1 161L 129510V 2026-10-16 18:41
rank 12: higgsfield       score=1612.47 467L 63047V 2026-10-15 19:46
rank 13: CharaspowerAI    score=776.79 33L 71679V 2026-10-14 18:00
rank 14: venturetwins     score=641.64 287L 23864V 2026-10-16 04:46
rank 15: venturetwins     score=613.16 305L 16916V 2026-10-15 02:37

=== CHARASPOWERAI RAW (outlier 70kL) ===
Fri Oct 16 11:00:42 +0000 2026 | 70648 L 4679 RT 5984238 V | rt= False
    Okay, okay… I have to admit it. 👀🔥 The Tesla Roadster opens up some absolutely INSANE possibilities. https://t.co/asK2PidtPm
Thu Oct 15 18:00:11 +0000 2026 | 155 L 10 RT 7431 V | rt= False
    This is the kind of 30-second shot that proves camera direction matters more than explosions. 👀 The entire concept lives or dies on one move: hallway → peephole → apartment → peephole → hallway No cut. No breach shown. Just tension building on both sides of the same door.  That’s exactly the kind of
Fri Oct 16 19:16:38 +0000 2026 | 77 L 6 RT 15083 V | rt= False
    Okay, Tesla Roadster is taking the driving UX to a whole new level. 😂  Forget everything you thought you knew about the driving experience.  This is starting to feel less like driving a car and more like unlocking a new game mode. 🎮⚡️ https://t.co/ZSvxrMLbpw
Wed Oct 14 18:00:19 +0000 2026 | 33 L 3 RT 71679 V | rt= False
    This is wild. I put together a 2-minute anime showreel in record time with ChatGPT working directly on my timeline. 🤯  I connected ChatGPT to @invideoOfficial’s editor through MCP, brought in my own AI-generated footage, and gave it editing instructions in chat.  From the edit to a subtle color poli
Fri Oct 16 07:00:10 +0000 2026 | 20 L 0 RT 2171 V | rt= False
    GM everyone ☀️ Friday, October 16.  One last creative push before the weekend.  A few shots to finish, a few ideas to test… and probably one generation that will completely change today’s plans.  Let’s finish the week strong. 🔥 https://t.co/2IbJcaN7UC