AI Intelligence Station · November 9 (Issue 18)

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headlines

introduce: The two pieces have a total of 4.157 million plays, and the 2660 fan account has a single piece of 1.075 million.
how to doClosed trains are naturally suitable for series, as monsters, rules and environments can be changed at each stop. Reuse the carriage assets first, then spend the cost on sound, lighting and station suspense.
Next stepDivide the train into 3 stations, and first make three consecutive stations with the same template.
Pay attention toEasily fatigued after repeated atmosphere
Representative works:
: "[Stickman] Sit quietly for 15 minutes, two-thirds of men would rather electrocute themselves | "Science" 2014" · Station B · 1.315 million views · Author 345 fans · <a href="go.php?url=aHR0cHM6Ly93d3cuYmlsaWJpbGkuY29tL3ZpZGVvL0JWMVhyNHU2SkVONQ==" target="_blank">https://www.bilibili.com/video/BV1Xr4u6JEN5</a>
0 plays
：《How to Make Viral Animated Shorts Using Claude (Full Workfl…》 · YouTube · 80.3万 播放 ·https://www.youtube.com/watch?v=OtbLL6OBNE4
: "⚡ Oriental Lily Township "Trouble Maker" ⚡ 60 frames, cough, sweet, how could it be so boring without Gensokyo [AI MV Contest]" · Station B · 493,000 plays · <a href="go.php?url=aHR0cHM6Ly93d3cuYmlsaWJpbGkuY29tL3ZpZGVvL0JWMTNRNGk2dEVFWQ==" target="_blank">https://www.bilibili.com/video/BV13Q4i6tEEY</a>
0 plays
：《Introducing Higgsfield Miracle. Our latest proprietary post-production technology vectori…》 · Higgsfield AI 🧩 @higgsfield · 1989万 浏览 ·https://x.com/higgsfield/status/2118732716346933423
：《REA (reverse engineer anything) - F*CKED by chinese student... solo dev just dropped prot…》 · codila @0xCodila · 62.9万 浏览 ·https://x.com/0xCodila/status/2119147351604601206
: "🤩Wow! Big Vs with 80,000 fans came to ask me 👇 How to make this 3D documentary video. Let me briefly share the steps with you: 0️⃣ Model: Not Muse or Codex, but Opus 5.5 1️⃣ Script: Let Op...》 · Leaf Yeah! @leaf_sanren · 21,000 views ·https://x.com/leaf_sanren/status/2119029598310830094
：《ai #cat #kitty #fypviralシ #foryou #viralvideos #cutecat #t…》 · TikTok · 6.118 million views · Author 139,000 followers ·https://www.tiktok.com/@kittycat0817/video/7705547992144563486
: "Heihu Station is hidden in the dark ahead, and the train is about to pass. 》 · Station B · 3.082 million plays · Author 35,000 fans · <a href="go.php?url=aHR0cHM6Ly93d3cuYmlsaWJpbGkuY29tL3ZpZGVvL0JWMThGeDk2QUVNWQ==" target="_blank">https://www.bilibili.com/video/BV18Fx96AEMY</a>
0 plays

November 9 · New video themes

[New] Use Claude to make animated short videos (making method)

Use Claude to complete the generation, workflow or automation of animated story short videos, focusing on low-threshold reproduction of popular content. Tutorials appear alongside practical challenges across YouTube and TikTok.
Data: 4 videos · 4 accounts in progress · Total views 1.674 million · Highest single 803,000 · TikTok, YouTube
Hot trumpet account: 6,299 fans’ single account 101,000 plays
Judgment basis: Search "Claude animated shorts" on YouTube: 11 of the relevant videos this year have matching titles, 11 of which were posted in the last 10 days, almost none before; 4 different accounts are doing it; a trumpet account exploded: 6299 followers, 101,000 views per account; Radar has been recording since 2026-11-04
Representative work: "How to Make Viral Animated Shorts Using Claude (Full Workfl..." · YouTube · 803,000 views ·https://www.youtube.com/watch?v=OtbLL6OBNE4
Representative work: "How To Make Faceless YouTube Shorts with Claude (Free Skill..." · YouTube · 447,000 views ·https://www.youtube.com/watch?v=n1N_ZIP5x3M
Representative work: "I Tried Making a Viral Video Using ONLY Claude AI" · YouTube · 323,000 views ·https://www.youtube.com/watch?v=kDcxEIDC5NA
The origin of this topic has been traced. You can use radar_topic_origin to find out where it originated from.

[New] Trivia about stickman historical materials (content and themes)

Use very short stick figure animations to tell historical anecdotes or experimental conclusions, and use a counter-intuitive question to quickly create laughter. Small accounts receive high plays continuously and are suitable for high-frequency serial updates.
Data: 3 videos · 1 account in progress · Total 2.438 million views · Highest single 1.315 million · Station B
Hot trumpet account: 345 fan’s single account 1.315 million plays
Judgment basis: Search "Matchman" on Bilibili: 0 of the 20 most played items in the past 53 days have this word in their titles, and 9 in the past 7 days, almost none before; a trumpet account exploded: 345 followers, a single account with 1.315 million views; Radar has been recording since 2026-11-07
Representative work: "[Stickman] Sit quietly for 15 minutes, two-thirds of men would rather electrocute themselves | "Science" 2014" · Station B · 1.315 million views · Author 345 fans ·https://www.bilibili.com/video/BV1Xr4u6JEN5
Representative work: "[Stickman] Wang Anshi ate up all the emperor's fishing bait | Shaw Brothers Hearing and Seeing Record" · Station B · 697,000 views · Author 345 followers ·https://www.bilibili.com/video/BV1Sb4Y61EPT
Representative work: "[Stickman] Wang Anshi loves to eat deer meat?" Madam moved the plate a little further away｜Old News from Qu Jian》 · Station B · 426,000 plays · Author 345 fans ·https://www.bilibili.com/video/BV18k4E66EbQ
The origin of this topic has been traced. You can use radar_topic_origin to find out where it originated from.

[Warming up] Character version of Trouble Maker (content theme)

Let pairs of oriental characters, historical figures, etc. recreate the dance and ambiguous interactions of Trouble Maker. The fixed songs and the relationship between the two people can quickly replace the roles. Sweetness and contrast are the core highlights.
Data: 3 videos · 3 accounts in progress · Total 851,000 views · Highest single 493,000 · Station B
Judgment basis: Search "Trouble Maker" on Bilibili: the average daily number in the past 7 days is 65.43, which is 3.68 times the previous number; 3 different accounts are doing it; the radar has been recording since 2026-10-23
Representative work: "⚡ Oriental Lily Town "Trouble Maker" ⚡ 60 frames, cough, sweet, how could it be so boring without Gensokyo [AI MV Contest]" · Station B · 493,000 plays ·https://www.bilibili.com/video/BV13Q4i6tEEY
Representative work: "Too unscrupulous, troubler maker [AI MV Competition]" · Station B · 252,000 plays ·https://www.bilibili.com/video/BV1A74E6ZEst
Representative work: "Trouble Maker" [AI MV Competition] by Dou Yifang & Shen'er · Station B · 107,000 views ·https://www.bilibili.com/video/BV1gdW76wE8w
The origin of this topic has been traced. You can use radar_topic_origin to find out where it originated from.

[Continuous] National Producer Film Calling (Platform Activity)

The content of the competition covers family love, countryside, horror, mythology and social issues, and all entries will be original AI short films or TV series. There were many high-playing works in the event, which is a concentrated sample to observe the popular narrative direction of Bilibili.
Data: 19 videos · 17 accounts in progress · Total 23.504 million views · Highest single 5.369 million · Station B
Hot trumpet account: 2,660 followers, 1.075 million plays
Judgment basis: Search "National Producer" on Bilibili: 20 of the 20 most played titles in the past 53 days have this word in their titles, and 19 in the past 7 days. It has been there before; 17 different accounts are doing it; a trumpet account has exploded: 2660 followers, a single account has 1.075 million views; Radar has been recording since 2026-10-28
Representative work: "Ah Huang Got a House [AI National Producer]" · Station B · 5.369 million plays · Author 61,000 fans ·https://www.bilibili.com/video/BV17d4g6fEAi
Representative work: "Day Student Give Me Another Chance [AI National Producer]" · Station B · 2.056 million views · Author 44,000 fans ·https://www.bilibili.com/video/BV1u9xD68Evd
Representative work: "Soy Milk: Extraordinary Love [AI National Producer]" · Station B · 1.603 million plays · Author 17,000 fans ·https://www.bilibili.com/video/BV1SN4n6CEXb

[Continuing] Super long preview version of Shuangwen comic series (content theme)

We turn exciting stories about the end of the world, cross-border scams, animal guardians, and workplace counterattacks into full-length comics at once, with early viewing and long duration to attract continuous viewing. Many pieces of content received high views, indicating that aggregate consumption is still strong.
Data: 6 videos · 6 accounts in progress · Total 5.262 million plays · Highest single 1.744 million · Station B
Hot trumpet account: 20,000, fan account number 1,744,000 plays
Judgment basis: Search "early version" on Bilibili: 16 of the 20 most played titles in the past 53 days have this word in their titles, and 14 in the past 7 days. It has always been there before; 6 different accounts are doing it; a trumpet account has exploded: 20,000, and a single fan account has 1.744 million plays; Radar has been recording since 2026-10-23
Representative work: "I have seen a lot of AI short dramas, but this version is a hidden dark horse, the camera movement and composition are simply amazing" · Station B · 1.744 million views · Author 20,000 fans ·https://www.bilibili.com/video/BV1fY436YEny
Representative work: "[Early Edition] Dragon scales add body and hundreds of beasts to protect each other, no longer let down the family in this life" · Station B · 968,000 plays ·https://www.bilibili.com/video/BV1XtxS6tEto
Representative work: "Preview: A young man told me about a high salary overseas, including food, accommodation, and a monthly income of 30,000 yuan. I followed him across the border with my dream of getting rich" · Station B · 935,000 plays ·https://www.bilibili.com/video/BV1hoxX6NEnS

【Continuing】DeepSeek Big Fat Fish Personification (Content Theme)

By portraying Big Fat Fish as an anthropomorphic character who plays games, breaks into web pages, and imitates social identities, the laughs come from out-of-control behavior. Related videos have both high playback and high interaction on Station B.
Data: 4 videos · 4 accounts in progress · Total 3.814 million views · Highest single 2.066 million · Station B
Hot trumpet account: 5,607 fan accounts, 808,000 plays
Judgment basis: Search for "Big Fat Fish" on Bilibili: 15 of the top 20 most played titles in the past 53 days have this word in their titles, and 10 in the past 7 days. It has always been there before; 4 different accounts are doing it; a trumpet account has exploded: 5607 fan account has 808,000 plays per single; Radar has been recording since 2026-10-23
Representative work: "Big Fat Fish: Free American Whale" · Station B · 2.066 million views · Author 59,000 fans ·https://www.bilibili.com/video/BV1YdxR6CE79
Representative work: "First of all, the big fat fish is not that smart, secondly, please turn it off for me" · Station B · 808,000 views · Author 5,607 followers ·https://www.bilibili.com/video/BV1VM4L6TEyL
Representative work: "Why did the big fat fish use black wounds to get away with the knife?" ! Have you caught Delta too? 》 · Station B · 602,000 plays ·https://www.bilibili.com/video/BV1VsxS68EBu

【Continuing】Fruit anthropomorphic emotional drama series (content theme)

Shape the fruit into a character with family, love and identity of rich and poor, and use rescue, betrayal, birthday and counterattack to promote the emotional story. Multiple accounts are constantly updated, and short stories are highly played on TikTok.
Data: 12 videos · 10 accounts in progress · Total 13.427 million plays · Highest single 2.43 million · TikTok
Hot trumpet account: 1,319 fan accounts 479,000 plays
Judgment basis: Search "AI fruit story" on YouTube: 14 of the relevant videos this year have matching titles, 1 of which was posted in the last 10 days, the earliest was 210 days ago; 10 different accounts are doing it; a trumpet account exploded: 1319 followers, 479,000 views per account; Radar has been recording since 2026-10-23
Representative work: "ai#aicartoon#fruitstories#fruitcartoon#fruitanimation (MP4…" · TikTok · 2.43 million views · Author 450,000 followers ·https://www.tiktok.com/@aivideocr3/video/7703433113870880031
Representative work: "ai #AITrend #MillionViews #video #100k #aivideoeditor #aic…" · TikTok · 1.95 million views · Author 234,000 followers ·https://www.tiktok.com/@real_mindset35/video/7704001375327276319
Representative work: "Follow for more ai story fruit ✅ #emotionalstory #aistory #…" · TikTok · 1.749 million views · Author 217,000 followers ·https://www.tiktok.com/@thecreator0105/video/7705483841967852830

[Continuous] AI food slide decompression (content theme)

Babies play and eat in the giant food slide, combining food wonders with stress-relieving scenes. Multiple channels publish similar long videos, indicating that this template has stable copy space.
Data: 3 videos · 3 accounts in progress · Total 3.613 million plays · Highest single 1.368 million · YouTube
Hot trumpet account: 38,000, fan account single: 1.12 million plays
Judgment basis: Search "AI Food Slide" on YouTube: 19 titles of this year's related videos match, 5 of which were posted in the last 10 days, the earliest was 60 days ago; 3 different accounts are doing it; a small account exploded: 38,000 followers, 1.120 million views per account; Radar has been recording since 2026-10-23
Representative work: "Ultimate Oddly Satisfying AI Food Slide | Baby Giggles & Ea..." · YouTube · 1.368 million views · Author 50,000 followers ·https://www.youtube.com/watch?v=9xP5SBgEOp0
Representative work: "Ultimate Oddly Satisfying AI Food Slide | Baby Giggles & Ea..." · YouTube · 1.126 million views · Author 43,000 followers ·https://www.youtube.com/watch?v=Ja8_91oPl-s
Representative work: "Ultimate Oddly Satisfying AI Food Slide | Baby Giggles & Ea..." · YouTube · 1.12 million views · Author 38,000 followers ·https://www.youtube.com/watch?v=fPP5_dn9ANk

[Continuous] Cute cat anthropomorphic continuous animation (content theme)

Cute cats experience continuous stories as anthropomorphic characters, relying on their cute appearance and strong emotional plot to attract viewers. The same tags and screen formats are reused by multiple accounts and receive high playback.
Data: 3 videos · 3 accounts in progress · Total 13.37 million views · Highest single 6.118 million · TikTok
Hot trumpet account: 139,000, fan account single: 6.118 million, played
Judgment basis: Search "AI cat cartoon" on YouTube: 6 of the relevant videos this year have matching titles, 0 of which were posted in the last 10 days, and the earliest was 270 days ago; 3 different accounts are doing it; a trumpet account exploded: 139,000, and a single fan account has 6.118 million plays; Radar has been recording since 2026-10-23
Representative work: "ai #cat #kitty #fypviralシ #foryou #viralvideos #cutecat #t…" · TikTok · 6.118 million views · Author 139,000 followers ·https://www.tiktok.com/@kittycat0817/video/7705547992144563486
Representative work: "ai #cat #kitty #fypviralシ #foryou #viralvideos #cutecat #t…" · TikTok · 5.351 million views · Author 375,000 followers ·https://www.tiktok.com/@cat.ukkitty/video/7704937725979282702
Representative work: "ai #cat #kitty #fypviralシ #foryou #viralvideos #cutecat #t…" · TikTok · 1.901 million views · Author 57,000 followers ·https://www.tiktok.com/@meowcat67893/video/7703469286559436063

[Continuing] Asking a price for a blind date, the kitten is angry and reversing (content theme)

During the blind date, high demands were first used to create misunderstandings that caused the lion to open its mouth, and then the kitten breathed out to complete the reversal. The same video received high likes on Douyin and Xiaohongshu at the same time, and has cross-platform dissemination.
Data: 2 videos · 2 accounts working on · Xiaohongshu, Douyin
Judgment basis: Radar has been recording since 2026-11-08
Representative work: "I thought it was a lion opening its mouth, but I didn't expect it was a kitten venting #ai short drama #short drama recommendation #Blind Date #Douyin ai creation contest #ai creation wave plan" · Douyin · 180,000 likes · Author 11,000 fans ·https://www.douyin.com/video/7704626599769017641
Representative work: "I thought it was a lion opening its mouth, but I didn't expect it was a kitten venting #ai Short Drama #Short Drama Recommendation #Blind Date" · Xiaohongshu · 33,000 likes ·https://www.xiaohongshu.com/explore/6aed1614000000000803ccc4?xsec_token=YBPP5wTh6qKVBq2gTVJexdRkHYZ9pKQi3YRhhV3W5AtA8=&amp;xsec_source=pc_search

[Continuing] Doomsday Train Horror Short Film (Content Theme)

Set the train into a closed horror space and create unknown threats through the Black Lake Station and the doomsday environment. Both Bilibili short films received high views, with unified scenes and easy expansion to different sites.
Data: 2 videos · 2 accounts in progress · Total 4.157 million plays · Highest single 3.082 million · Station B
Hot trumpet account: 2,660 followers, 1.075 million plays
Judgment basis: Search "Doomsday Train" on Station B: 5 of the 20 most viewed items in the previous 53 days have this word in their titles, and 7 in the past 7 days; a trumpet account has exploded: 2660 followers, a single account has 1.075 million views; Radar has been recording since 2026-11-02
Representative work: "The twilight lies ahead at Black Lake Station, the train is about to pass. 》 · Station B · 3.082 million plays · Author 35,000 fans ·https://www.bilibili.com/video/BV18Fx96AEMY
Representative work: "Doomsday Train [AI National Producer]" · Station B · 1.075 million views · Author 2,660 followers ·https://www.bilibili.com/video/BV1utxf6JEAC

[Continuing] Dangerous Family Shootout Comic Drama (Content Theme)

The heroine encounters fatal dangers brought by her brother and mother one after another, and uses gun battles to show that the whole family is not easy. The suspense of the series is clear, and the same episode is popular on Douyin and Xiaohongshu.
Data: 2 videos · 2 accounts working on · Xiaohongshu, Douyin
Judgment basis: Radar has been recording since 2026-11-08
Representative work: "I almost killed my brother with a shot before, and I almost killed my mother today?" ! 💀 This family... is not simple... #AI comic drama #二元 #梦AI...》 · Douyin · 156,000 likes · Author 59,000 fans ·https://www.douyin.com/video/7704266988020845875
Representative work: "[E02] I almost killed my brother with one shot before, and I almost killed him again today" · Xiaohongshu · 36,000 likes ·https://www.xiaohongshu.com/explore/6aeb0e20000000001a030cb4?xsec_token=YB8PKJC6e6BunWV756yrkd161hHagIw4gGulMEgPurrWc=&amp;xsec_source=pc_search

[Continuing] Bengali vegetable family animation (content theme)

Family characters are formed using potatoes and other vegetables, and the Bengali cartoon story unfolds through a kidnapping plot and holiday visits. Family relationships and suspense are the main highlights of this continuous worldview.
Data: 2 videos · 2 accounts in progress · Total 1.06 million plays · Highest single 637,000 · YouTube
Hot trumpet account: 3,590 followers, 637,000 views
Judgment basis: A trumpet account exploded: 3590 fans’ single account 637,000 views; Radar has been recording since 2026-10-31
Representative works: "আলুর স্ত্রীকে অপহরণ! 😱 কিন্তু...কেন? ভয়ংকর" ষড়যন্ত্রের রহস…》 · YouTube · 637,000 views · Author 3,590 followers ·https://www.youtube.com/watch?v=mUbozhpktGM
Representative works: "🚂 শীতের ছুটিতে আলুর পরিবারের নানিবাড়ি ভ্রমণ! 🥰 | 3D Vegeta…》 · YouTube · 423,000 views ·https://www.youtube.com/watch?v=5PrBlEhxBQ8

[Continuing] Indian rural animation in the 1990s (content theme)

Use nostalgic animation to restore rural life in India in the 1990s, including protecting food during the rainy season, visiting relatives during summer vacation, and encountering bison. Age memories, rural surroundings and family experiences combine to create viewing appeal.
Data: 2 videos · 2 accounts in progress · Total 1.1 million plays · Highest single 665,000 · YouTube
Judgment basis: Radar has been recording since 2026-11-07
Representative work: "Summer vacation in the 90s... Grandma encounters a ferociou..." · YouTube · 665,000 views ·https://www.youtube.com/watch?v=M9dlEgDyArQ
Representative work: "90s Indian Village Life In Monsoon ⛈️ | They Protecting Rip…" · YouTube · 435,000 views ·https://www.youtube.com/watch?v=fVLeBUoXdJU

[Observation] Short film about day students being wronged (content subject matter)

Set up grievance situations around the only day student in the school, such as being ignored or being mistreated by the boss, and then use compensation or reversal to release emotions. Similar title structures continue to receive high playback on station B.
Data: 2 videos · 2 accounts in progress · Total 3.488 million views · Highest single 2.056 million · Station B
Hot trumpet account: 23,000. Fan account single: 1.433 million plays
Judgment basis: A trumpet account exploded: 23,000, and the number of single fans’ accounts was 1.433 million plays; the radar has not recorded it before
Representative work: "Day Student Give Me Another Chance [AI National Producer]" · Station B · 2.056 million views · Author 44,000 fans ·https://www.bilibili.com/video/BV1u9xD68Evd
Representative work: "When the only day student in the school meets a boss who forgets his roots [AI National Producer]" · Station B · 1.433 million views · Author 23,000 fans ·https://www.bilibili.com/video/BV1844g6UEBE

Nov 9 · X Hot Discussion

[Hot Discussion] Video one-click vector layering (tool model)

Higgsfield launches Miracle, which vectorizes any video and allows creators to edit picture elements layer by layer. The focus of the discussion was that post-production has shifted from whole-segment modification to layer-level control, which can significantly lower the threshold for video refinement.
Data: 2 highly interactive tweets · 2 accounts · 20.273 million views in total
Judgment basis: 2 highly interactive tweets, 2 accounts, total views 20.273 million; latest tweets searched for "Higgsfield Miracle" on X: 3 within 36 hours, 3 accounts; Radar has been recording since 2026-11-07
Representative tweet: "Introducing Higgsfield Miracle. Our latest proprietary post-production technology vectori..." · Higgsfield AI 🧩 @higgsfield · 19.89 million views ·https://x.com/higgsfield/status/2118732716346933423
Representative tweet: "wtffff we're VECTORIZING now😭 this is not AI slop, it's literally just letting you edit l..." · Future Brian @ForwardEditor · 384,000 views ·https://x.com/ForwardEditor/status/2118733714175726063

[Hot Discussion] Street Pokémon continues to become popular (how to play)

The Street Pokémon series created with Higgsfield continued to gain traction, with sequels and similar street versions of the characters beginning to appear. It proves that well-known characters, real neighborhoods and contrasting narratives are still effective short video traffic templates.
Data: 3 highly interactive tweets · 2 accounts · 9.62 million views in total
Judgment basis: 3 highly interactive tweets, 2 accounts, total views 9.62 million; latest tweets searched for "Pokemon in the hood" on X: 14 within 36 hours, 12 accounts; Radar has been recording since 2026-11-07
Representative tweet: "Pokemon in the hood Made with @higgsfield" · Filcrow @FilCrow_ · 8.319 million views ·https://x.com/FilCrow_/status/2118738060196155540
Representative tweet: "Pokemon in the hood pt.2 Made with @higgsfield" · Filcrow @FilCrow_ · 1.217 million views ·https://x.com/FilCrow_/status/2119349342096265236

[Hot Discussion] REA reverse capability expansion (open source warehouse)

REA is used to disassemble applications, software, and videos, and related discussions refer to it as an agent-oriented reverse engineering knowledge base. The video version can judge the production method shot by shot, further automating reference film analysis and prompt word restoration.
Data: 6 highly interactive tweets · 6 accounts · 1.219 million views in total
Judgment basis: 6 highly interactive tweets, 6 accounts, total views 1.219 million; latest tweets searched for "REA" on X: 11 within 36 hours, 9 accounts; Radar has been recording since 2026-11-04
Representative tweet: "REA (reverse engineer anything) - F*CKED ​​by chinese student... solo dev just dropped prot..." · codila @0xCodila · 629,000 views ·https://x.com/0xCodila/status/2119147351604601206
Representative tweet: "Video editors are cooked. Claude Opus 5.5 just learned to steal any video you show it..." · Dumble @Y0urDumble · 274,000 views ·https://x.com/Y0urDumble/status/2119023461267833047

[Hot Discussion] Claude’s memory mechanism is disclosed (opinion discussion)

Anthropic's engineering blog explains how Claude uses memory to learn from experience, and introduces a method of memory processing known as "dreaming." The discussion concluded that agent memory does not necessarily require a complex vector database architecture.
Data: 2 high-interaction tweets · 2 accounts · 1.934 million views in total
Judgment basis: 2 highly interactive tweets, 2 accounts, with a total of 1.934 million views; the latest tweets searched for "Claude Memory" on
Representative tweet: "Memory is what allows Claude to learn from experience. In a new Engineering Blog post, we..." · Anthropic @AnthropicAI · 1.91 million views ·https://x.com/AnthropicAI/status/2118814753154064501
Representative tweet: "AI Agent's memory system may have been complicated by many people from the beginning. Nowadays, many Agent Memory projects basically have the same idea: store chat records in the database, do Embedding, and when needed...》 · Smartpig @Smartpigai · 24,000 views ·https://x.com/Smartpigai/status/2118899383924326815

[Hot Discussion] Seedance’s works continue to dominate the screen (hot event)

Seedance-generated animations, character shorts, historical spectacles, and stylized works continue to proliferate, some combining motion capture with spatial acquisition. High-end cases are strengthening its influence in the direction of narrative video and animation.
Data: 6 highly interactive tweets · 6 accounts · 1.181 million views in total
Judgment basis: 6 highly interactive tweets, 6 accounts, with a total of 1.181 million views; the latest tweets searched for "Seedance 2.5" on
Representative tweet: "NEON FOX Created with Seedance 2.5 in Higgsfield" · Hacknaut @Hacknaut · 367,000 views ·https://x.com/Hacknaut/status/2118952286236151809
Representative tweet: "This AI video Animation is better than Disney 🔥 Seedance 2.5" · Yaseen Khan Gul @YaseenK7212 · 276,000 views ·https://x.com/YaseenK7212/status/2118788325423096289

[Hot Discussion] Claude makes a documentary overnight (how to play)

The creator showed how to let Claude automatically complete the documentary at night, from topic selection, script to long video that is close to the final film, all executed by Skill. Solutions such as Cinecode have made unattended production of knowledge documentaries a new way to start.
Data: 3 highly interactive tweets · 3 accounts · 44,000 views in total
Judgment basis: 3 highly interactive tweets, 3 accounts, total views 44,000; latest tweets searched for "Cinecode" on X: 14 within 36 hours, 13 accounts; Radar has been recording since 2026-11-07
Representative tweet: "🤩Wow! Big Vs with 80,000 fans came to ask me 👇 How to make this 3D documentary video. Let me briefly share the steps with you: 0️⃣ Model: Not Muse or Codex, but Opus 5.5 1️⃣ Script: Let Op...》 · Leaf Yeah! @leaf_sanren · 21,000 views ·https://x.com/leaf_sanren/status/2119029598310830094
Representative tweet: "Holy shit❗️ A foreign blogger only used one skill and ran around Claude all night to make an 8-minute documentary about Bermuda. He went directly to Youtube and posted the skill in the comment area" · Chris @ChrisHKAI · 16,000 views ·https://x.com/ChrisHKAI/status/2119275259409174869

[Hot Discussion] Opus coordinates commercial videos (how to play tutorial)

The creator began to use Claude Opus to coordinate scripts, storyboards, motion effects and video generation, and then called Seedance to complete the material. This workflow is used for independent product videos and commercial short films. The focus is not just on generating shots, but on letting the model act as the director and production hub.
Data: 2 high-interaction tweets · 2 accounts · 592,000 views in total
Judgment basis: 2 highly interactive tweets, 2 accounts, with a total of 592,000 views; the latest tweets searched for "Claude Opus" on
Representative tweet: "This is probably the most detailed product video production tutorial for independent developers on the market. After months of hard work writing code, only to get stuck in the promotional video when it goes online? Many friends asked me how I made Auday’s promotional video. In fact, it relied on Claude’s strong video skills..." · BaiFu @whoisbaifu · 569,000 views ·https://x.com/whoisbaifu/status/2118664516452180158
Representative tweet: "A 3-minute AI animation in the eyes of laymen is already a commercial money printing machine worth six figures in the hands of professionals. Today I will peel off the underpants of this god-level short film and see how a six-digit AI commercial film is made👇 1. Director/brain: Opus...》 · WquGuru @wquguru · 23,000 views ·https://x.com/wquguru/status/2119045119504699707

[Hot Discussion] Claude takes over Canva design (how to play tutorial)

After a creator authorized Claude to use Canva, Claude completed the course design work independently. High interaction reflects users' strong interest in the agent directly operating the design software, rather than just outputting copy or suggestions.
Data: 1 high-interaction tweet · 1 account · 447,000 views in total
Judgment basis: 1 highly interactive tweet, 1 account, total views 447,000; latest tweets searched for "Claude" on X: 15 concentrated within 29.1 hours, 14 accounts; Radar has not recorded it before
Representative tweet: "Acabei de dar autorização pro claude usar o meu canva e ele ta sozinho fazendo o design d..." · ctrl alt luan @alcoholicgoatt · 447,000 views ·https://x.com/alcoholicgoatt/status/2118718161356829040

[Hot discussion] Claude paints with a real brush (hot event)

Claude was plugged into a real painting rig and completed a painting of autumn trees in succession, mixing colors on his own when paint was lacking. The case demonstrates the combination of long-term execution, visual feedback, and real-world operation of the agent.
Data: 2 highly interactive tweets · 2 accounts · 1.177 million views in total
Judgment basis: 2 highly interactive tweets, 2 accounts, total views 1.177 million; latest tweets searched for "Claude" on X: 15 concentrated within 29.1 hours, 14 accounts; Radar has not recorded it before
Representative tweet: "i went to bed and asked claude to paint an autumn tree overnight. at around 4am, it reali..." · nil @dhvanil · 1.141 million views ·https://x.com/dhvanil/status/2118756173721575767
Representative tweet: "Claude took a real paintbrush and dipped it in paint to paint in reality. A total of 303 strokes, which took 4.5 hours. I found out that there was a certain color in the middle, and I even mixed a variety of paints myself. The painting world has its own cooking robot, and people in the future...》 · Heithon @UFO2002616 · 36,000 views ·https://x.com/UFO2002616/status/2119052553891836248

[Hot Discussion] Claude accidentally deleted teaching materials (hot event)

Multiple tweets claimed that a law professor asked Claude to update the page numbers of old lecture notes, only to find upon return that years of teaching material had been deleted. The incident once again triggered discussions on agent file permissions, backup mechanisms and high-risk operation confirmation processes.
Data: 2 high-interaction tweets · 2 accounts · 1.611 million views in total
Judgment basis: 2 highly interactive tweets, 2 accounts, total views 1.611 million; latest tweets searched for "Claude" on X: 15 concentrated within 29.1 hours, 14 accounts; Radar has not recorded it before
Representative tweet: "A University of Chicago law professor asked Claude to update page numbers in old lecture..." · Dexerto @Dexerto · 1.338 million views ·https://x.com/Dexerto/status/2119163038557446352
Representative tweet: "JUST IN: Law professor asks Claude to update page numbers in his lecture notes, returns f..." · Polymarket @Polymarket · 273,000 views ·https://x.com/Polymarket/status/2119189475259494677

[Hot Discussion] Grok Bot open source alternative expansion (open source warehouse)

Projects like Timon are promoted as an open source alternative to Grok Bot, with the ability to switch between different models for coding, research, marketing, and personal matters. Content continues to proliferate around free alternatives and agent team templates.
Data: 3 highly interactive tweets · 3 accounts · 1.447 million views in total
Judgment basis: 3 highly interactive tweets, 3 accounts, total views 1.447 million; latest tweets searched for "Timon" on
Representative tweet: "Introducing Timon 😺 The real open-source alternative to GrokBot. Less chatting, more doin..." · Timon - Agentic Workstation @ai_timon · 1.263 million views ·https://x.com/ai_timon/status/2118770823347507273
Representative tweet: "🫨Unbelievable!" Musk never dreamed that Grok Bot would be open sourced directly, and X membership would instantly lose its meaning! The genius of GitHub directly open sourced Grok Bot! Not only is it a perfect replacement, it is also completely free, with no subscription restrictions and free switching..." · SuSu_cushy👅 @NFT_Chen · 110,000 views ·https://x.com/NFT_Chen/status/2118825518024040589

[Hot Discussion] Pinky lets Agent use mobile phone (open source warehouse)

Pinky is an open source project that allows AI Agents running on different desktop systems to operate iPhone and Android. Manual confirmation can be required when actions such as payment, message sending and deletion are involved, and users can also be allowed to take over at any time.
Data: 1 high-interaction tweet · 1 account · 139,000 views in total
Judgment basis: 1 highly interactive tweet, 1 account, total views 139,000; latest tweets searched for "Pinky" on X: 15 concentrated within 27.7 hours, 13 accounts; Radar has not recorded it before
Representative tweet: "I have made a new project Pinky: Let any AI Agent use your iPhone and Android phone. It can run on Mac, Windows, and Linux. It is open source and free. It will stop and wait for your nod before paying..." · DIŸgöd ☀️ @DIYgod · 139,000 views ·https://x.com/DIYgod/status/2119268531678441646

[Follow] X values ​​​​more early likes (creator ecology)

Some authors pointed out based on X’s open source algorithm update that the weight of likes obtained in the early stages of content release has further increased. For creators, this impacts launch timing, first engagement organization, and cold-start strategies.
Data: 1 high-interaction tweet · 1 account · 811,000 views in total
Judgment basis: 1 highly interactive tweet, 1 account, total views 811,000; latest tweets searched for "X Algorithm" on X: 11 tweets, 11 accounts within 36 hours; radar has been recording since 2026-11-08
Representative tweet: "X AI ALGORITHM UPDATE 🚨 X updated their open source algorithm yesterday and the early lik..." · Peter Mick @ThePeterMick · 811,000 views ·https://x.com/ThePeterMick/status/2118845386890592562

[Attention] Practical combat with Xcode connected to Claude (How to play tutorial)

After Xcode was connected to Claude Code, creators began to organize the complete agent process from finding needs, developing applications to growing promotions. The focus has shifted from simply writing code to allowing agents to cover the entire product life cycle.
Data: 1 high-interaction tweet · 1 account · 203,000 views in total
Judgment basis: 1 highly interactive tweet, 1 account, total views 203,000; latest tweets searched for "Xcode" on X: 13 within 36 hours, 13 accounts; Radar has been recording since 2026-11-08
Representative tweet: "now that apple put xcode inside claude code, here’s how i’d find, build and grow an iOS a..." · GREG ISENBERG @gregisenberg · 203,000 views ·https://x.com/gregisenberg/status/2119229734563271124

November 9 · Open source projects, models and information

GitHub new repository

Hugging Face Popular Models

Lightricks/LTX-2.5: Video model that supports text, picture and video conversion (2.661 million downloads) ·https://huggingface.co/Lightricks/LTX-2.5
facebook/sam3: SAM3 that supports video segmentation and mask generation (1.983 million downloads) ·https://huggingface.co/facebook/sam3
black-forest-labs/flux-3-image-klein-comfy: FLUX image model for ComfyUI (1.168 million downloads) ·https://huggingface.co/black-forest-labs/flux-3-image-klein-comfy
Pika-Labs/Pika-H3-Flex: Pika model that supports video and audio and video generation (1,083 downloads) ·https://huggingface.co/Pika-Labs/Pika-H3-Flex
Viggle/Viggle-Remake: Remastered model for video character replacement (76,000 downloads) ·https://huggingface.co/Viggle/Viggle-Remake
abenzerps/Qwen-Image-2.1-Turbo-Quantized: Quantitative version of Qwen image generation model (77,000 downloads) ·https://huggingface.co/abenzerps/Qwen-Image-2.1-Turbo-Quantized
nvidia/NVIDIA-Nemotron-3.5-Transcribe-30B-A4B: NVIDIA 30 billion parameter speech transcription model (67,000 downloads) ·https://huggingface.co/nvidia/NVIDIA-Nemotron-3.5-Transcribe-30B-A4B
Qwen/Qwen3.8-27B: 27 billion parameter model that supports image and text understanding and dialogue (7.668 million downloads) ·https://huggingface.co/Qwen/Qwen3.8-27B

News and new products

GPT-Image 2.6 actual measurement and ten sets of GIF prompt words (AI HOT) ·https://aihot.news/items/kss7rjmanc8dv5mpj60jtdzgd
GPT Image 2.6 generation and editing test lead (AI HOT) ·https://aihot.news/items/pqbbgx5sn86iy7v4izf1qv49z
The article introduces the next generation Agent Harness trends (qubits) ·https://www.qbitai.com/2026/11/508264.html
Some people deliberately write bad articles to get rid of the AI ​​flavor (Qubit) ·https://www.qbitai.com/2026/11/508330.html
Command Claude Code and Codex (Product Hunt) with gestures ·https://www.producthunt.com/products/agent-clan
AI coding growth is impacting code hosting infrastructure (qubits) ·https://www.qbitai.com/2026/11/508449.html

Discussion in the technology circle (Hacker News)

Running a 284 billion parameter model on 64GB of memory (323 points, 123 comments) ·https://github.com/synchopate/llama-modchip
The author talks about the experience of switching from Claude to Pi (653 points, 413 comments) ·https://caleb.software/posts/claude-to-pi.html