X ACCOUNT MONITOR -- DAILY REPORT Date: 2026-09-12 | Window: last 3 days (cutoff 2026-09-09 00:00 UTC) | 45 accounts scanned Data: /home/kiro/trend-engine/trends/x/raw/scan_results_2026-09-12_FULL.json ============================================================ SCAN HEALTH - 45 scanned | 0 API failures | 223 qualifying tweets - Split: 137 core (incl. 21 film-industry) / 86 filtered / 0 AI-relevant film-industry - FIX APPLIED: @nofilmschool was being silently dropped -- 'nofilmschool' and 'curiousrefuge' were in SKIP_WORDS, which also filtered the CORE entries (exact pitfall in the skill). Removed from SKIP + case-insensitive dedupe added to the handle builder. - @DiscussingFilm: 21 qualifying, 0 AI-relevant -> held 0 of top 10 (held 8 on 2026-09-11). Split works. - TIER-2 SILENCE (5th consecutive run, zero qualifying): @paultrillo @CorridorDigital @karenxcheng @pika_labs @ai_filmmaker @visiblemaker @Magiermogul @WuxiaRocks @JiamingSuen @moonvalley @Chandan_Perla Recommend threshold drop to likes >= 15 or removal. TOP 10 -- AI-FILMMAKING CORE ------------------------------------------------------------ 1. @venturetwins | 991,549V | 33,773L | 1,197RT | 2026-09-09 19:28 | Score 47,156 "OpenAI: We've solved math / Anthropic: Our AI is so powerful it's going to kill you / Google: Introducing Gemini 3.9 Flash! It's 30% faster and 15% worse" https://x.com/venturetwins/status/2097769059937047002 2. @venturetwins | 475,595V | 20,158L | 1,661RT | 2026-09-09 14:39 | Score 28,596 "Anthropic employees" https://x.com/venturetwins/status/2097696313219625277 3. @venturetwins | 495,930V | 3,472L | 436RT | 2026-09-11 17:01 | Score 10,617 "Bernie's AI bill proposes to sentence developers & researchers working on 'advanced AI' to 20 years in prison" https://x.com/venturetwins/status/2098456905526211026 4. @higgsfield | 463,542V | 2,264L | 154RT | 2026-09-11 13:52 | Score 7,465 "ChatGPT can now do motion design in After Effects. Introducing Higgsfield AI Motion Designer. Our ChatGPT plugin understands animation principles, writes expressions, retains context." https://x.com/higgsfield/status/2098409362041753708 5. @EHuanglu | 226,654V | 2,239L | 222RT | 2026-09-10 10:48 | Score 5,382 "GPT-6 Astra watched 84 clips, edit, trim, find music in my library and even generated subtitles on davinci resolve all by itself" https://x.com/EHuanglu/status/2098000582443430019 6. @higgsfield_ai | 98,130V | 1,800L | 184RT | 2026-09-10 16:08 | Score 3,431 "Higgsfield Effects 2.0 in ChatGPT. Type @Higgsfield /effects. Upload a photo. Get a viral video right in the chat. FREE." https://x.com/higgsfield_ai/status/2098081141039456756 7. @EHuanglu | 268,962V | 407L | 40RT | 2026-09-10 01:45 | Score 3,240 "hollywood never giving us one piece, dragon ball and fairy tail in the same live action universe so i made it myself with AI lol" https://x.com/EHuanglu/status/2097864039519121617 8. @Kling_ai | 169,366V | 86L | 7RT | 2026-09-09 15:49 | Score 1,866 "Some goodbyes don't come with a warning - but you can recreate them." https://x.com/Kling_ai/status/2097714004223209608 9. @higgsfield | 63,422V | 844L | 82RT | 2026-09-10 02:28 | Score 1,768 "GPT-6 Astra turned complex farm blueprints into a realistic walkthrough video: AutoCAD drawings > 3D visualization in Blender > lifelike scenes with Higgsfield" https://x.com/higgsfield/status/2097874884676522105 10. @EHuanglu | 54,326V | 927L | 98RT | 2026-09-11 14:00 | Score 1,756 "gpt image 2.5 has astra brain - it can turn any idea into detailed storyboard and seedance 2.5 can turn it into pixar film sequence. open sourced workflow + prompts" https://x.com/EHuanglu/status/2098411370815643837 NEAR MISSES (11-15) 11. @venturetwins | 82,454V | 495L | "little AI monkey who goes around doing different jobs" (just.monki) https://x.com/venturetwins/status/2097918936453190017 12. @higgsfield_ai | 38,670V | 954L | GPT-6 Astra turns 2D art into 3D Blender model, style preserved https://x.com/higgsfield_ai/status/2098241266886852698 13. @c_valenzuelab | 49,642V | 877L | "Solaris, an interface world model" https://x.com/c_valenzuelab/status/2097699741614121445 14. @higgsfield | 49,130V | 725L | draw first + last frame, GPT 2.5 fills in-betweens, site stitches animation https://x.com/higgsfield/status/2097832465624887774 15. @c_valenzuelab | 56,582V | 717L | "This ad cost $8 and took 9.5 minutes to make." https://x.com/c_valenzuelab/status/2098565506974249420 FILM INDUSTRY TIER (AI-relevant only) ------------------------------------------------------------ 0 posts. @DiscussingFilm produced 21 qualifying posts, all franchise/box-office news, zero matched the AI term regex. Correctly kept out of the top 10. FILTERED -- AI-RELEVANT FROM NON-CORE ACCOUNTS ------------------------------------------------------------ - @AIFrontliner | 389,210V | 1,449L | "GPT-6 Astra has broken the internet. 10 wild examples" https://x.com/AIFrontliner/status/2097638035361845712 - @GoogleAI | 87,846V | 697L | "Bring your imagination to life with Google Pics. Built with Nano Banana" https://x.com/GoogleAI/status/2098072879480947085 - @GoogleLabs | 47,679V | 561L | "Dreambeans officially available to all US users (18+), free of charge" https://x.com/GoogleLabs/status/2098110018289803558 - @CharaspowerAI | 22,874V | 617L | "No character sheet. Just TWO reference images. Seedance 2.5 delivers fast brutal anime action with impressive character consistency" https://x.com/CharaspowerAI/status/2098426582322856234 - @AIWarper | 18,178V | 322L | "Minimax H3 FL2V: input a ref video for mannerisms, input ref audio, then prompt for the emotion with like " https://x.com/AIWarper/status/2097711460713460202 - @AITECHio | 44,390V | 287L | AITECH Cloud Network x Dash -- AI agent orchestration on Agent Forge https://x.com/AITECHio/status/2097716672081605100 AI LABS (non-production, reported separately) ------------------------------------------------------------ - @AnthropicAI | 37.2M V | 45,776L | threat intel report + economic model to 2030 + alignment incident - @OpenAI | 14.2M V | 28,135L | ChatGPT for Financial Services (GPT-6 Astra) + small business plugins SIGNAL FOR THE PIPELINE ------------------------------------------------------------ 1. GPT-6 Astra is the whole window. 41 of the 223 qualifying posts are Astra-tooling, and Higgsfield alone landed 37 (19 main + 18 ops). Distribution has shifted from "prompt -> clip" to "agent does the edit": Astra driving After Effects expressions, Blender, Houdini, AutoCAD and Davinci Resolve autonomously. 2. The stack Kiro already runs got validated publicly: GPT Image 2.5 storyboard -> Seedance 2.5 render (EHuanglu, 54K views, workflow open-sourced) and Nano Banana Pro vs GPT Image 2.5 judged head-to-head on 360-degree character consistency from a single reference (higgsfield_ai). 3. Seedance 2.5 is holding as the render tier. Character-consistency from 2 reference images with no character sheet (CharaspowerAI) and 80s-TV-drama photoreal (azed_ai) are the two new claim points. 4. Cost anchor for the sales pitch: Runway CEO publicly framing a finished ad at $8 / 9.5 minutes. HANDLES WITH QUALIFYING POSTS (26 of 45) @DiscussingFilm(21), @nofilmschool(20), @higgsfield(19), @higgsfield_ai(18), @CINEMA505(16), @venturetwins(13), @c_valenzuelab(13), @EHuanglu(12), @AIFrontliner(10), @runwayml(10), @AITECHio(9), @GoogleAI(8), @AIWarper(8), @OpenAI(7), @CharaspowerAI(7), @AnthropicAI(5), @Ai_Vaidehi(5), @Kling_ai(4), @azed_ai(4), @DonutAI(4), @TheAIColony(3), @AIBuzzNews(2), @CuriousRefuge(2), @GoogleLabs(1), @JeffSynthesized(1), @AIGuideHQ(1) NOTE: @nofilmschool produced 20 qualifying posts but its max score was 61. All are link-dumps to nofilmschool.com with 1-13 likes; they clear the bar only on views >= 1000 and never rank. Same pattern as DiscussingFilm -- recommend a link-farm tier where only AI term matches show. ZERO-QUALIFYING (19) @paultrillo @CorridorDigital @karenxcheng @pika_labs @ai_filmmaker @visiblemaker @Magiermogul @WuxiaRocks @JiamingSuen @moonvalley @Chandan_Perla @AITOPIAai @FaithJaiye2187 @KammelaBala @MyStageAI @ChrisLaubAI @cladlabs @AlexStudio44 @AI_with_jasmin