AI Intelligence Station · November 12 (Issue 20)

headlines

introduce: 15 accounts discussed within 5.5 hours, the model and API have been online

how to doIt is suitable to be placed in the middle of the assembly line for review, classification and routing. You can start with topic screening or cover review, and then automatically publish after the results are stable.

Next stepTake 100 selected topics to test automatic scoring, classification and publishing routing

Pay attention toCost and stability have yet to be tested

Representative works:

: "Soy Milk: Extraordinary Love [AI National Producer]" · Station B · 2.963 million plays · Author 17,000 fans · <a href="go.php?url=aHR0cHM6Ly93d3cuYmlsaWJpbGkuY29tL3ZpZGVvL0JWMVNONG42Q0VYYg==" target="_blank">https://www.bilibili.com/video/BV1SN4n6CEXb</a>

0 plays

：《Gareeb Aalu Bana Cake Factory Ka Malik | Mehnat Ki Kahani |…》 · YouTube · 39.2万播放 ·https://www.youtube.com/watch?v=74aAQysqxag

: "[Stickman] Wang Anshi loves to eat deer meat?" Madam moved the plate a little further away｜Old News from Qu Wei》 · Station B · 839,000 plays · Author 2,625 fans · <a href="go.php?url=aHR0cHM6Ly93d3cuYmlsaWJpbGkuY29tL3ZpZGVvL0JWMThrNEU2NkViUQ==" target="_blank">https://www.bilibili.com/video/BV18k4E66EbQ</a>

0 plays

: "When I die, the mountains will not tremble and the river will not flow back｜AI feature film "Soup Syndrome" [AI National Producer] [Full Version Collection]" · Station B · 4.79 million views · Author 28,000 fans · <a href="go.php?url=aHR0cHM6Ly93d3cuYmlsaWJpbGkuY29tL3ZpZGVvL0JWMXZtV0o2TEVtVw==" target="_blank">https://www.bilibili.com/video/BV1vmWJ6LEmW</a>

0 plays

: "[Early Edition] Are the old rules trying to trick me?" In the new era, I want to control my own destiny! ! ! 》 · Station B · 915,000 plays · Author 4,445 fans · <a href="go.php?url=aHR0cHM6Ly93d3cuYmlsaWJpbGkuY29tL3ZpZGVvL0JWMUVrV0o2VUVuQQ==" target="_blank">https://www.bilibili.com/video/BV1EkWJ6UEnA</a>

0 plays

: "MiniMax H3-Image is here, and it is open source and supported by ComfyUI on the first day. This is an image generation model derived from @MiniMax_AI H3, which has text generation images, image reference and image editing...》 · huangserva @servasyy_ai · 16,000 views ·https://x.com/servasyy_ai/status/2120389130848960708

：《Introducing Gemini Decision 1, our new frontier decision model in the Gemini API. It is $…》 · Logan Kilpatrick @OfficialLoganK · 33.7万浏览 ·https://x.com/OfficialLoganK/status/2120581433639198885

November 12 · New video themes

[New] AI character version of Extraordinary Love (content theme)

Let characters such as Dou Nai, Big Fat Fish and Claude apply the same "Extraordinary Love" template. Multiple accounts broke out at the same time, showing that the copying efficiency of fixed music and role replacement is very high.

Data: 3 videos · 3 accounts in progress · Total 4.712 million views · Highest single 2.963 million · Station B

Hot trumpet account: 17,000, fan account number 2.963 million, played

Judgment basis: Search for "Extraordinary Love" on Bilibili: 173 items in the past 7 days, only 10 items in the previous 53 days; 3 different accounts are doing this; a trumpet account exploded: 17,000 followers, 2.963 million plays; Radar has not recorded it before

Representative work: "Soy Milk: Extraordinary Love [AI National Producer]" · Station B · 2.963 million views · Author 17,000 fans ·https://www.bilibili.com/video/BV1SN4n6CEXb

Representative work: "Liang & Big Fat Fish: Extraordinary Love" · Station B · 1.067 million plays · Author 7,562 fans ·https://www.bilibili.com/video/BV1QrWn6MEus

Representative work: "[Big Fat Fish × Claude] Extraordinary Love" · Station B · 682,000 plays · Author 8,906 followers ·https://www.bilibili.com/video/BV1JrWJ6JERj

The origin of this topic has been traced. You can use radar_topic_origin to find out where it originated from.

【New】Hindi Potato Family animation (content theme)

Vegetable characters such as potatoes and radishes experience theft, entrepreneurship and family crisis, in the form of a Hindi cartoon story. Multiple small accounts continue to receive high plays, indicating that the character family is still effective.

Data: 3 videos · 3 accounts in progress · Total 1.106 million plays · Highest single 392,000 · YouTube

Hot trumpet account: 4,960 followers, 352,000 views

Judgment basis: Search "Aloo cartoon story" on YouTube: 15 of the relevant videos this year have matching titles, 9 of which were posted in the last 10 days, almost none before; 3 different accounts are doing it; a trumpet account exploded: 4960 followers, 352,000 views per account; Radar has been recording since 2026-10-23

Representative work: "Gareeb Aalu Bana Cake Factory Ka Malik | Mehnat Ki Kahani |…" · YouTube · 392,000 views ·https://www.youtube.com/watch?v=74aAQysqxag

Representative work: "Aloo Ki Bhains Chori Ho Gayi! | Funny Cartoon Story" · YouTube · 362,000 views ·https://www.youtube.com/watch?v=yFnkVcXAsE4

Representative work: "Sher Chor Le Gaye 😱 | Aloo Aur Mooli ka Sher Chori Ho Gayi..." · YouTube · 352,000 views · Author 4,960 followers ·https://www.youtube.com/watch?v=V0Kb96ql3Eo

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 history (content and theme)

Use stick figures to reenact historical anecdotes such as Wang Anshi eating deer meat and Su Shi chewing sheep spines. Short duration, single knowledge point and light contrast make content easy to mass-produce.

Data: 2 videos · 1 account in progress · Total 1.209 million plays · Highest single 839,000 · Station B

Hot trumpet account: 2,625 followers, 839,000 plays

Judgment basis: Search "Matchman" on Station B: 1 of the 20 most played items in the past 53 days has this word in the title, and in the past 7 days it has been 10, almost none before; a trumpet account has exploded: 2625 fans' single account has 839,000 views; Radar has been recording since 2026-11-07

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 · 839,000 views · Author 2,625 followers ·https://www.bilibili.com/video/BV18k4E66EbQ

Representative work: "[Stickman] Su Shi chewed the sheep spine all day long, and the dog became unhappy | Su Shi" · Station B · 370,000 views · Author 2,625 fans ·https://www.bilibili.com/video/BV1eRWg6UEc5

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)

Film submissions cover feature films, short plays, cute pets, horror and emotional stories, with a dense number of popular works. Activity tags are becoming a centralized portal for gaining exposure.

Data: 23 videos · 21 accounts in progress · Total 28.22 million plays · Highest single 4.79 million · Station B

Hot trumpet account: 17,000, fan account number 2.963 million, played

Judgment basis: Search "National Producer" on Bilibili: 20 of the 20 most viewed items in the past 53 days have this word in their titles, and it has been 20 in the past 7 days. It has been there before; 21 different accounts are doing it; a trumpet account has exploded: 17,000 fans, a single account has 2.963 million plays; Radar has been recording since 2026-10-28

Representative work: "When I die, the mountains will not tremble and the rivers will not flow backward | AI feature film "Soup Syndrome" [AI National Producer] [Full Version Collection]" · Station B · 4.79 million views · Author 28,000 fans ·https://www.bilibili.com/video/BV1vmWJ6LEmW

Representative work: "[Godman Short Play]🔥Latest masterpiece🔥Abstract Feast of Rural Banquet, linked to mj universe [AI National Producer]" · Station B · 3.247 million views · Author 37,000 fans ·https://www.bilibili.com/video/BV1gcWn6iE9C

Representative work: "Soy Milk: Extraordinary Love [AI National Producer]" · Station B · 2.963 million views · Author 17,000 fans ·https://www.bilibili.com/video/BV1SN4n6CEXb

[Continuing] Dream Future Screen Film Calling (Platform Event)

The event collection adopts the form of short series and drama series, covering love, doomsday, mermaid and fantasy stories. Multiple mature accounts participate, and serialization and collection are the main publishing methods.

Data: 6 videos · 6 accounts doing it · Douyin

Judgment basis: 6 different accounts are doing it; Radar has been recording since 2026-11-05

Representative work: "My Puppy Turns Out to Be White and Black 03" This time, let's tell this love from Chen Xingyang's perspective! The entire film was produced by @Jimai short drama studio #Jimai creators become..." · Douyin · 298,000 likes · Author 214,000 fans ·https://www.douyin.com/video/7705065602389646312

Representative work: "Eve of Change: The first episode of the doomsday survival drama "The Line of Survival". This film is produced by @Jimai short drama studio #Jimai creator growth plan #Jimeng future screen drama series..." · Douyin · 132,000 likes · Author 46,000 fans ·https://www.douyin.com/video/7705206050303069494

Representative work: "Will the Mermaid's Tears Really Turn into Pearls? The entire film is produced by @Jimei Short Drama Studio # Jimeng AI Creator Growth Plan # Jimeng Future Screen Drama List #Aichuang..." · Douyin · 132,000 likes · Author 48,000 followers ·https://www.douyin.com/video/7705248090755779866

[Continuing] Fruit Anthropomorphic Rescue Emotional Serial (Content Theme)

The fruit characters repeatedly enter rescues, birthdays and emotional crises, and use short continuous stories to promote follow-up updates. Many videos received high views, making it one of the most concentrated overseas animation formats this week.

Data: 13 videos · 9 accounts in progress · Total 29.727 million views · Highest single 5.306 million · TikTok

Hot trumpet account: 1,875 fan accounts, 811,000 plays

Judgment basis: Search "AI fruit rescue story" on YouTube: 7 of this year's related videos have matching titles, 0 of which were posted in the last 10 days, the earliest was 90 days ago; 9 different accounts are doing it; a trumpet account exploded: 1875 fans' single account has 811,000 views; Radar has been recording since 2026-10-23

Representative work: "madewithcantina #rescue #ai #cartoon #aivideos (MP4)" · TikTok · 5.306 million views · Author 590,000 followers ·https://www.tiktok.com/@aivideocr3/video/7706194115632860446

Representative work: "madewithcantina #rescue #ai #cartoon #aivideos #fruitstory…" · TikTok · 4.435 million views · Author 109,000 followers ·https://www.tiktok.com/@ai_fruti0/video/7705624669390490910

Representative work: "Compilation #fyp #ai #aistory #dessert #emotionaisrory" · TikTok · 4.18 million views · Author 94,000 followers ·https://www.tiktok.com/@kateshift12/video/7704630467311504670

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

Use consumer disputes, workplace comebacks, and betrayal of relatives and friends to create conflicts, and then release them all in one super-long collection. The title highlights early viewing and headwind comeback, which is suitable for continuous consumption with strong plot.

Data: 4 videos · 4 accounts in progress · Total 3.109 million plays · Highest single 915,000 · Station B

Hot trumpet account: 4,445 followers, 915,000 plays

Judgment basis: Search "early version" on Bilibili: 16 of the 20 most viewed titles in the past 53 days have this word in their titles, and 17 in the past 7 days. It has always been there before; 4 different accounts are doing it; a trumpet account has exploded: 4445 followers, a single account has 915,000 plays; Radar has been recording since 2026-10-23

Representative work: "[Early Edition] Are the old rules trying to trick me?" In the new era, I want to control my own destiny! ! ! 》 · Station B · 915,000 plays · Author 4,445 fans ·https://www.bilibili.com/video/BV1EkWJ6UEnA

Representative work: "[Early Edition] Cruelly sending away the money-making and arrogant chef. I thought the hotel was going to collapse, but I didn't expect the cousin who will serve as a banquet to come." · Station B · 828,000 plays ·https://www.bilibili.com/video/BV1kU4v6rELn

Representative work: "[Early Edition] The 7-yuan beef noodles cost 26 yuan at the checkout. The less spicy and less green onions were added to the price. The difference is still 19 yuan. There is only one difference: the moment he took out his mobile phone, the boss's face turned pale." · Station B · 764,000 views · Author 20,000 followers ·https://www.bilibili.com/video/BV1uyWu6qEyH

[Continuing] Cute cat anthropomorphic funny animation (content theme)

Create short animations with cute cats and exaggerated funny situations, and the characters and styles can be reused continuously on the same account. Many works have reached high playback levels and are suitable for global distribution with low dialogue.

Data: 4 videos · 2 accounts in progress · Total 15.541 million plays · Highest single 7.179 million · TikTok

Hot trumpet account: 201,000, fan account single: 7.179 million, played

Judgment basis: Search "funny AI cat animation" on YouTube: there are less than 3 videos with matching titles this year, and you can't tell whether they are old or new; a trumpet account exploded: 201,000 followers, 7.179 million plays; Radar has been recording since 2026-10-23

Representative work: "ai #animation #fypviralシ #foryou #viralvideos #trending #h…" · TikTok · 7.179 million views · Author 201,000 followers ·https://www.tiktok.com/@contecus54b/video/7705505076567215391

Representative work: "ai #animation #fypviralシ #foryou #viralvideos #trending #h…" · TikTok · 3.913 million views · Author 201,000 followers ·https://www.tiktok.com/@contecus54b/video/7705505905663659294

Representative work: "ai #cat #kitty #fypviralシ #foryou #viralvideos #cutecat #t…" · TikTok · 3.333 million views · Author 393,000 followers ·https://www.tiktok.com/@aicats018/video/7705497195188899103

[Continuing] Paper Tie Bride Zhikai Animation (Content Theme)

It unfolds strange stories around folk taboos such as paper brides, paper wives, and eye-opening yin and yang. Both long-form collections and independent animations are highly interactive, and Chinese folk horror has room for serialization.

Data: 2 videos · 2 accounts doing it · Douyin

Judgment basis: Radar has been recording since 2026-11-08

Representative work: "It took half a month to work on "The Paper Bride", and you can enjoy the collection of 1-5 in half an hour ~ This film is purely produced by AI. It does not declare any feudal superstition and does not have any bad guidance. Please do not..." · Douyin · 488,000 likes · Author 302,000 followers ·https://www.douyin.com/video/7705733101384781119

Representative work: "The self-made animation "Paper Wife" is adapted from a folk tale. A little eye can reveal yin and yang, and the name will haunt you for a lifetime. Do you dare to ask for such a paper wife? #国风 animation #paperwife #AI creation wave plan..." · Douyin · 167,000 likes · Author 25,000 fans ·https://www.douyin.com/video/7704651421110586675

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

Shape the big fat fish into a low-minded but dangerous intelligent character, and use shutdown and omnic crisis to create complaints. The characters are highly identifiable, and short and long jokes can still achieve high interaction.

Data: 2 videos · 2 accounts in progress · Total 1.351 million plays · Highest single 925,000 · Station B

Hot trumpet account: 5,619 fans’ single account 925,000 plays

Judgment basis: Search "Big Fat Fish" on Bilibili: 13 of the 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; a trumpet account exploded: 5619 fans' single account has 925,000 plays; Radar has been recording since 2026-10-23

Representative work: "First of all, the big fat fish is not that smart, secondly, please turn it off for me" · Station B · 925,000 views · Author 5,619 followers ·https://www.bilibili.com/video/BV1VM4L6TEyL

Representative work: "🐟️I will be the first to shoot you when there is an omnic crisis!" 🐟️》 · Station B · 426,000 views · Author 5,765 fans ·https://www.bilibili.com/video/BV1aiW86YE5K

[Continuing] GTA short drama about beating workers to steal food (content theme)

Use GTA-style characters and actions to interpret the scene of factory workers fighting for their jobs. The simultaneous appearance of Douyin and Xiaohongshu shows that the game style and workplace resonance have cross-platform communication capabilities.

Data: 2 videos · 2 accounts working on · Xiaohongshu, Douyin

Judgment basis: Radar has been recording since 2026-11-10

Representative work: "GTA: Working girl grabs a meal #gtaoperation famous scene #factory plot #canteen famous scene #AI short drama" · Douyin · 77,000 likes · Author 15,000 followers ·https://www.douyin.com/video/7705033462088365177

Representative work: "Beating Workers for Food" · Xiaohongshu · 45,000 likes ·https://www.xiaohongshu.com/explore/6aedc768000000000803c352?xsec_token=YBwezG3vyqigeF0oEn9Idpkc8pV5PLujPCJHc1IyKJBmI=&xsec_source=pc_search

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

First, he creates a misunderstanding by opening his mouth like a blind date lion, and then turns it into a cat that is not full and sighs. The same laugh points appear on different platforms, and short reversals and cute pets replace real-life performances are worthy of reuse.

Data: 2 videos · 2 accounts in progress · Total plays 260,000 · Highest single 260,000 · Station B, Xiaohongshu

Judgment basis: Search "Hai Qi" on site B: among the top 20 most played items in the previous 53 days, 0 had this word in the title, and 2 in the past 7 days; Radar has been recording since 2026-11-08

Representative work: "It's so fierce, you don't need to breathe even if you haven't eaten enough" · Station B · 260,000 plays ·https://www.bilibili.com/video/BV1a9WM6kEyf

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 · 36,000 likes ·https://www.xiaohongshu.com/explore/6aed1614000000000803ccc4?xsec_token=YBTiyTt1AprxHE6k9JFi_iXhPJK3IFg-rJgrQa8HY_S-o=&xsec_source=pc_search

【Continuing】Abstract skit on rural banquet (content theme)

The rural banquet is linked with the universe of online characters to create a long abstract group portrait short play. The playback and interaction of individual works are outstanding, and the local banquet scene is suitable for accommodating dense characters and conflicts.

Data: 1 video · 1 account in progress · Total 3.247 million plays · Highest single 3.247 million · Station B

Hot trumpet account: 37,000. Fan account single: 3.247 million plays

Judgment basis: A trumpet account exploded: 37,000, single fan account 3.247 million plays; radar has been recording since 2026-11-10

[Continuous] AI food slide decompression (content theme)

Combining food slides, baby laughter and eating scenes into super long decompression content. A single video received high views, indicating that there is still a demand for spectacular images and satisfying audiovisual paintings.

Data: 1 video · 1 account in progress · Total 1.606 million plays · Highest single 1.606 million · YouTube

Hot trumpet account: 50,000. Fan account single: 1.606 million plays

Judgment basis: A trumpet account exploded: 50,000, single fan account 1.606 million plays; radar has been recording since 2026-10-23

Representative work: "Ultimate Oddly Satisfying AI Food Slide | Baby Giggles & Ea..." · YouTube · 1.606 million views · Author 50,000 followers ·https://www.youtube.com/watch?v=9xP5SBgEOp0

[Observation] AI derivative animation of the Witch Hunters (content theme)

Create rescue missions, music videos, and character animations around K-Pop Demon Hunters. Popular content appears on YouTube and TikTok at the same time, and mature character assets can directly meet the needs of fans.

Data: 2 videos · 2 accounts in progress · Total 1.802 million views · Highest single 1.349 million · TikTok, YouTube

Hot trumpet account: 24,000. Fan account single: 1.349 million plays

Judgment basis: A trumpet account exploded: 24,000, and the number of single fans’ accounts was 1.349 million plays; the radar has not recorded it before

Representative work: "Mission: Rescue Huntrix | K-Pop Demon Hunters| Music Video|…" · YouTube · 1.349 million views · Author 24,000 followers ·https://www.youtube.com/watch?v=85e4SmkHgBk

Representative work: "ai cartoon video 📷 #cartooncharacter #animationmeme #kpop #…" · TikTok · 453,000 views · Author 97,000 followers ·https://www.tiktok.com/@rumitown/video/7703651175408667935

[Observation] Use Kling to create popular videos (production methods)

Demonstrate how to use Kling with Higgsfield to create popular AI videos, and highlight free and unlimited content. The high playback of small-scale accounts shows that there is strong demand for the new version of workflow tutorials.

Data: 1 video · 1 account in progress · Total 2.047 million plays · Highest single 2.047 million · YouTube

Hot trumpet account: 3,250 followers, 2.047 million views

Judgment basis: A trumpet account exploded: 3250 fans’ single account 2.047 million views; radar has not recorded it before

Representative work: "How to Create Viral AI Videos with Kling 3.0 For FREE _ Unl…" · YouTube · 2.047 million views · Author 3,250 followers ·https://www.youtube.com/watch?v=Ipu7lJsxtgM

Nov 12 · X Hot Discussion

[Outbreak] Gemini decision-making model is online (tool model)

Google launched the Gemini Decision model and corresponding API, positioning it as a cutting-edge model for decision-making tasks. It has made its way into Google AI Studio and the Gemini API, making it suitable for product teams to focus on its callable form.

Data: 2 high-interaction tweets · 2 accounts · 664,000 views in total

Judgment basis: 2 highly interactive tweets, 2 accounts, with a total of 664,000 views; the latest tweets searched for "Gemini Decision" on X: 15 concentrated within 5.5 hours, 15 accounts; Radar has not recorded it before

Representative tweet: "Introducing Gemini Decision 1, our new frontier decision model in the Gemini API. It is $…" · Logan Kilpatrick @OfficialLoganK · 337,000 views ·https://x.com/OfficialLoganK/status/2120581433639198885

Representative tweet: "Today we’re launching the Gemini Decisions API, powered by our new Gemini Decision 1 mode..." · Sundar Pichai @sundarpichai · 327,000 views ·https://x.com/sundarpichai/status/2120581155078729728

[Hot Discussion] Claude dual model released (tool model)

Claude officially released Fable and Mythos, and the new guide began to explain the selection, quota and prompt methods of different models. The community also tested tips and tricks such as "describing the project as the model's own", and there were also discussions about system procedures being made public.

Data: 9 high-interaction tweets · 9 accounts · 22 million views in total

Judgment basis: 9 highly interactive tweets, 9 accounts, with a total of 22 million views; the latest tweets searched for "Claude Fable" on

Representative tweet: "Introducing Claude Fable 5.2 and Claude Mythos 5.2, designed to tackle the most daunting..." · Claude @claudeai · 17.435 million views ·https://x.com/claudeai/status/2119867114450268322

Representative tweet: "Which Claude model should you build with? Our new guide breaks down when to use Fable 5.2..." · ClaudeDevs @ClaudeDevs · 2.509 million views ·https://x.com/ClaudeDevs/status/2119898687803621427

[Hot Discussion] Gemini Carbon released (tool model)

Google releases Gemini Carbon, positioned as a powerful model that excels in deep reasoning and long-term tasks. The community has begun to demonstrate its capabilities with multi-agent collaboration and generative testing works.

Data: 3 highly interactive tweets · 3 accounts · 3.054 million views in total

Judgment basis: 3 highly interactive tweets, 3 accounts, total views 3.054 million; latest tweets searched for "Gemini Carbon" on X: 20 concentrated within 35.2 hours, 18 accounts; Radar has not recorded it before

Representative tweet: "Gemini 4 Carbon is now available. It’s our strongest model, built to dig deeper, handle l..." · Google @Google · 2.806 million views ·https://x.com/Google/status/2120186185423159331

Representative tweet: "Meu primeiro paper na @GoogleDeepMind Colocamos dezenas de agentes do Gemini 4 Carbon par..." · Lucas José @lucasjvds · 216,000 views ·https://x.com/lucasjvds/status/2120273142371451047

[Hot Discussion] Fable generates 3D games (how to play tutorial)

Fable is used intensively for generating 3D walkthroughs from floor plans, making browser games, and building cities and interactive worlds. Multiple cases show that modeling, animation, special effects and interaction are being compressed into natural language-driven workflows.

Data: 10 highly interactive tweets · 9 accounts · 4.03 million views in total

Judgment basis: 10 highly interactive tweets, 9 accounts, with a total of 4.03 million views; the latest tweets searched for "Claude Fable" on

Representative tweet: "Created with Fable 5.2 by an Anthropic engineer. THIS IS AAA-LEVEL STUFF!!!!!!!" · Token Gremlin @TokenGremlin · 1.529 million views ·https://x.com/TokenGremlin/status/2119891566441500782

Representative tweet: "claude fable 5.2 is f*cking insane it can turn 2d blueprints into full 3d walkthroughs th..." · Chris @everestchris6 · 679,000 views ·https://x.com/everestchris6/status/2120175941616128277

[Hot Discussion] H3 image model open source (tool model)

MiniMax H3-Image is said to be open source and has received first-day support from ComfyUI, which can be used for text generation, reference image generation and image editing. The official also released the supporting prompt word Skill to lower the threshold for actual use.

Data: 2 high-interaction tweets · 2 accounts · 30,000 views in total

Judgment basis: 2 highly interactive tweets, 2 accounts, total views 30,000; latest tweets searched for "MiniMax H3-Image" on X: 16 concentrated within 32.2 hours, 16 accounts; Radar has not recorded it before

Representative tweet: "MiniMax H3-Image is here, and it is open source, and will be supported by ComfyUI on the first day. This is an image generation model derived from @MiniMax_AI H3, which has text generation images, image reference and image editing...》 · huangserva @servasyy_ai · 16,000 views ·https://x.com/servasyy_ai/status/2120389130848960708

Representative tweet: "Minimax officials are considerate. The official prompt word skill of H3-image has been released. It will teach you step by step how to write the prompt word. 》 · Arrogance @bei351009016 · 13,000 views ·https://x.com/bei351009016/status/2120333007949267319

[Hot Discussion] Higgsfield Community Open Source (Open Source Warehouse)

After asking Higgsfield to be open source and encountering resistance, participants came together to launch an open source implementation, community members said. The related discussion was then directly spread as "Higgsfield has been open sourced", but the tweet did not indicate whether this was an official release.

Data: 2 high-interaction tweets · 2 accounts · 239,000 views in total

Judgment basis: 2 highly interactive tweets, 2 accounts, total views 239,000; latest tweets searched for "Higgsfield" on X: 15 concentrated within 32.3 hours, 13 accounts; Radar has not recorded it before

Representative tweet: "Two weeks ago we asked you to open source Higgsfield. Then they tried to shut us down. 30…" · ComfyDevs @ComfyDevs · 153,000 views ·https://x.com/ComfyDevs/status/2120220407496397211

Representative tweet: "Higgsfield is open source now" · Robin Huang @robinjhuang · 86,000 views ·https://x.com/robinjhuang/status/2120232905037451688

[Hot Discussion] n8n open source personal agent (open source warehouse)

n8n Labs releases Nod, an open source personal agent that can handle daily tasks such as preparing for meetings and collecting invoices. It pushes the automation platform further towards directly usable personal Agents.

Data: 1 high-interaction tweet · 1 account · 6.128 million views in total

Judgment basis: 1 highly interactive tweet, 1 account, total views 6.128 million; latest tweets searched for "Nod" on X: 19 concentrated within 29.4 hours, 19 accounts; Radar has not recorded it before

Representative tweet: "Meet Nod, your own open-source personal agent from n8n Labs Ask it to prep your calls, co..." · n8n.io @n8n_io · 6.128 million views ·https://x.com/n8n_io/status/2120431328458076315

[Hot discussion] Claude Code free routing (open source warehouse)

One open source solution became popular for making Claude Code "free forever" by forwarding requests to multiple free model providers. The relevant plug-ins are said to require no registration, API keys or subscriptions, but these claims are all from spreading tweets.

Data: 3 highly interactive tweets · 3 accounts · 433,000 views in total

Judgment basis: 3 highly interactive tweets, 3 accounts, total views 433,000; latest tweets searched for "dsh-our-free-model" on X: 12 tweets, 12 accounts within 36 hours; radar has not recorded it before

Representative tweet: "ESTO ES UNA PASADA Han subido a GitHub un repo que te deja usar Claude Code GRATIS y PARA..." · Lucas @lucass0x · 314,000 views ·https://x.com/lucass0x/status/2119847437187616870

Representative tweet: "Someone just opened up a method to use Claude Code completely free of charge. Free forever. A GitHub repository that forwards all your requests to 49 free providers - DeepSeek, Kimi...》 · make claude @make_claude · 105,000 views ·https://x.com/make_claude/status/2120168521564905667

[Hot Discussion] Skills to remove AI flavor from web pages (open source warehouse)

Multiple sets of design skills are solving the problem of Vibe Coding pages being the same and stuck in the old front-end paradigm. Representative practices include using unslop to clean up common AI visual routines, unifying the interface through design constraint files, and installing modern web page specification skills.

Data: 6 highly interactive tweets · 6 accounts · 687,000 views in total

Judgment basis: 6 highly interactive tweets, 6 accounts, total views 687,000; latest tweets searched for "unslop" on

Representative tweet: "GitHub 스타 약 1.2만 개. 바이브코딩으로 만든 AI 티 나는 화면을 디자이너가 손본 화면처럼 바꿔 주는 스킬이 있어요. 이름은 'unslop'. 보라색…》 · 별똥별 @stellargent_lab · 237,000 views ·https://x.com/stellargent_lab/status/2119919314497364236

Representative tweet: "Run /improve with Fable 5.2. I’m seeing some interesting results that Opus 5.5 missed." · shadcn @shadcn · 179,000 views ·https://x.com/shadcn/status/2119879610724720702

[Hot Discussion] Gemini robot model upgrade (tool model)

Google DeepMind releases Gemini Robotics, a new version capable of learning a wide range of everyday physical skills. It represents the continued expansion of Gemini capabilities from in-screen tasks to real-world operations.

Data: 1 high-interaction tweet · 1 account · 453,000 views in total

Judgment basis: 1 highly interactive tweet, 1 account, total views 453,000; latest tweets searched for "Gemini Robotics" on X: 16 concentrated within 30.1 hours, 15 accounts; radar has not recorded it before

Representative tweet: "Gemini Robotics 2.5 is here. 🤖 Our latest physical AI is able to learn hundreds of everyd..." · Google DeepMind @GoogleDeepMind · 453,000 views ·https://x.com/GoogleDeepMind/status/2120169787896525104

[Hot Discussion] X native slicing split (hot event)

The tweet stated that X has launched a native video editing and slicing function, allowing users to capture highlights of long videos and attach views. The relevant originality reward mechanism is described as allowing original authors and slice creators to jointly gain income, bringing new in-platform monetization paths to video secondaries.

Data: 1 high-interaction tweet · 1 account · 10,000 views in total

Judgment basis: 1 highly interactive tweet, 1 account, total views 10,000; latest tweets searched for "X" on X: 19 concentrated within 28.6 hours, 19 accounts; radar has not recorded it before

Representative tweet: "Here we go, the latest monetization bonus for creators is here!" ! ! You can also legally split money by doing video slicing on x! ! The site directly intercepts highlight clips and attaches your own opinions, and is affiliated with the original content reward program, with two-way original income earned by the original author and slicer! X has just officially launched the original...》 · AYi @AYi_AInotes · 10,000 views ·https://x.com/AYi_AInotes/status/2119959597851001149

[Hot Discussion] Muse Video Workbench Extension (Tool Model)

Muse is used to bring ideas, storyboards, cues, dubbing, subtitles, and tasks into the same video workspace. The creator also built a gesture prompt word generator and tried to enable continuous automatic updates for accounts such as Gu Shi Ci.

Data: 5 highly interactive tweets · 3 accounts · 106,000 views in total

Judgment basis: 5 highly interactive tweets, 3 accounts, total views 106,000; latest tweets searched for "Muse" on X: 10 within 36 hours, 8 accounts; Radar has been recording since 2026-11-05

Representative tweet: "Damn it, I just tried something and it was a bit outrageous. I asked Muse to set up an AI video workflow space for me, from a sentence idea all the way to the finished film task list, without having to jump out of the whole process. I tried Orange Cat Yuye Delivery, 6 shots, 48...》 · M. @wlzh · 33,000 views ·https://x.com/wlzh/status/2120027833762537491

Representative tweet: "Muse automatically updated this post "Tianjingsha·Qiu Si" today. The copywriting, images, and subtitles were all automatically produced by Muse. I plan to update the ancient poems to 100 on Douyin, and come back after 100 days to see what happens; I haven’t written a word, I haven’t cut a knife...” · Ryan @7998l201 · 29,000 views ·https://x.com/7998l201/status/2119986959158575460

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

Seedance continues to produce highly interactive works such as game commemorations, anime remakes, historical imagination, holiday comedies, and short films. Used in combination with Fable, Higgsfield, and image and music models, it is becoming a common creative workflow.

Data: 9 highly interactive tweets · 9 accounts · 1.248 million views in total

Judgment basis: 9 highly interactive tweets, 9 accounts, total views 1.248 million; latest tweets searched for "Seedance" on

Representative tweet: "Insanity Fable 5.2 + Seedance 2.5 Regenerated" · Verse 👾 @AmbroseAbaasa · 268,000 views ·https://x.com/AmbroseAbaasa/status/2120274843203682366

Representative tweet: "Now… just only us - Episode 2 Made with Seedance 2.5 on @higgsfield_ai" · Dyyhoang @Dyyaiworker · 268,000 views ·https://x.com/Dyyaiworker/status/2119812414254592011

[Follow] Opus alternative production team (how to play tutorial)

A list of skills for design, video, 3D, motion and branding work continues to spread, with the core proposition being to let Opus take on work that used to be done by a full production team. The discussion shifts from single builds to reusable skill sets and production processes.

Data: 3 highly interactive tweets · 2 accounts · 329,000 views in total

Judgment basis: 3 highly interactive tweets, 2 accounts, total views 329,000; latest tweets searched for "Claude Opus" on X: 14 within 36 hours, 13 accounts; Radar has been recording since 2026-11-07

Representative tweet: "Claude Opus 5.5 just cooked a 20-person motion studio... these are the 20 skills I actual..." · Dumble @Y0urDumble · 178,000 views ·https://x.com/Y0urDumble/status/2119793194435027220

Representative tweet: "You're stupid if you're still paying a whole production team. All you need is these 25 sk..." · Dumble @Y0urDumble · 102,000 views ·https://x.com/Y0urDumble/status/2120197632500887856

November 12 · Open source projects, models and information

GitHub new repository

Hugging Face Popular Models

Lightricks/LTX-2.5: Video generation model that supports multiple input methods (2.849 million downloads) ·https://huggingface.co/Lightricks/LTX-2.5

MiniMaxAI/MiniMax-H3-Image: MiniMax open source H3 image generation and editing model (143,000 downloads) ·https://huggingface.co/MiniMaxAI/MiniMax-H3-Image

Viggle/Viggle-Remake: Viggle model for video character replacement (136,000 downloads) ·https://huggingface.co/Viggle/Viggle-Remake

black-forest-labs/flux-3-image-klein-comfy: FLUX 3 image model adapted to ComfyUI (1.271 million downloads) ·https://huggingface.co/black-forest-labs/flux-3-image-klein-comfy

facebook/sam3: SAM3 segmentation model for video processing (2.051 million downloads) ·https://huggingface.co/facebook/sam3

PrunaAI/P-H3-Image-Comfy: H3 image model optimized for ComfyUI (899,000 downloads) ·https://huggingface.co/PrunaAI/P-H3-Image-Comfy

deepseek-ai/DeepSeek-V4.1-Flash-1017：DeepSeek V4.1 Flash multi-modal model (349,000 downloads) ·https://huggingface.co/deepseek-ai/DeepSeek-V4.1-Flash-1017

Qwen/Qwen3.8-27B: 27 billion models supporting image and text understanding and dialogue (7.233 million downloads) ·https://huggingface.co/Qwen/Qwen3.8-27B

News and new products

MiniMax open source H3 (AI HOT) that generates 4K images in ten seconds ·https://aihot.news/items/eel6o8sxfldx5itfa8f8wigc0

Google releases Gemini 4 Carbon cutting-edge model (AI HOT) ·https://aihot.news/items/w8cvkd1j2o1c3m8ikh8x2kpfx

Anthropic employees share full project review prompts (AI HOT) ·https://aihot.news/items/lwbznpwnu3d7avukt0arjc2go

Fable 5.2 generates video animations and 3D web pages at once (AI HOT) ·https://aihot.news/items/po2cdt1whxfqyfew3e81l8mb0

Claude tutorial explains how to choose a model for coding tasks (AI HOT) ·https://aihot.news/items/ep5oqt7m4l7gn3tqieilznmuk

n8n releases preview version of native personal agent Nod (AI HOT) ·https://aihot.news/items/yrk09s03tcgcxsxq8jh0npjk0

Tutorial explains three reliable structured output methods (AI HOT) ·https://aihot.news/items/b44e0p0xgg4j6d7wyei4fy5rl

OpenRouter comparing the cost of MCP, CLI and skills (AI HOT) ·https://aihot.news/items/wkpj021rmg6sgthgj9zwevei4

Discussion in the technology circle (Hacker News)

Google launches Gemini 4 Carbon (291 points, 164 reviews) ·https://blog.google/innovation-and-ai/models-and-research/gemini-models/gemini-4-carbon-now-available/

Guided Coding Agent using modern web capabilities (423 points, 139 reviews) ·https://github.com/GoogleChrome/modern-web-guidance

Apple to launch Mac apps that simplify running native models (508 points, 519 reviews) ·https://9to5mac.com/2026/11/10/apple-has-new-mac-app-coming-to-make-running-local-ai-models-easy/

Claude launches whiteboard, spreadsheet and data products (278 points, 214 reviews) ·https://claude.com/resources/articles/sheets-whiteboards-data

Unified management of all Agent sessions across devices (173 points, 63 reviews) ·https://blog.atuin.sh/threads-agent-sessions/

Gemini releases low-latency decision-making API (157 points, 50 comments) ·https://blog.google/innovation-and-ai/technology/developers-tools/gemini-decisions-api/

AI Intelligence Station · November 12 (Issue 20)