AI Intelligence Station · November 14 (Issue 21)
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headlines
introduce: There are 3248 stars in the warehouse, which can produce 2D characters and 3D scenes in batches
how to doIt is suitable for turning fixed characters and scenes into a repeatable process, instead of building a production chain from scratch. First use a simple plot to verify the stability, and then connect to the dog-blood serial or cute pet series.
Next stepTake a fixed character and generate 3 animated short films in a row
Pay attention toThe finished film still needs to check the character consistency
Representative works:
: "He is so elegant!" Big Gray Wolf & Red Wolf [Extraordinary Love]" · Station B · 8.669 million plays · Author 122,000 followers · <a href="go.php?url=aHR0cHM6Ly93d3cuYmlsaWJpbGkuY29tL3ZpZGVvL0JWMWFOV202VUVlQw==" target="_blank">https://www.bilibili.com/video/BV1aNWm6UEeC</a>
0 plays
: "aloo k sath dokha part2#ai #storytime #aicartoonvideo #cart…" · TikTok · 6.672 million views · Author 44,000 followers ·https://www.tiktok.com/@love0712fik/video/7705153771751492886
：《ai #animation #fypviralシ #foryou #viralvideos #trending #h…》 · TikTok · 3.979 million views · Author 207,000 followers ·https://www.tiktok.com/@contecus54b/video/7705505905663659294
: "45° is still too cold? Ice cream boy accidentally discovers his talent! #ai Short Drama #ai Comics #Drama" · Station B · 1.057 million plays · Author 13,000 followers · <a href="go.php?url=aHR0cHM6Ly93d3cuYmlsaWJpbGkuY29tL3ZpZGVvL0JWMUdYV002VkVvSA==" target="_blank">https://www.bilibili.com/video/BV1GXWM6VEoH</a>
0 plays
: "When I die, the mountains will not tremble and the river will not flow back | AI feature film "Soup Syndrome" [Bilibili AI Film and Television Studio] [Full Version Collection]" · Bilibili · 5.573 million views · Author 36,000 fans · <a href="go.php?url=aHR0cHM6Ly93d3cuYmlsaWJpbGkuY29tL3ZpZGVvL0JWMXZtV0o2TEVtVw==" target="_blank">https://www.bilibili.com/video/BV1vmWJ6LEmW</a>
0 plays
: "Song Loop｜'The more free it is, the more expensive it is. ’｜"Boundless Sky Epilogue AI's Little Song"" · Station B · 1.17 million plays · <a href="go.php?url=aHR0cHM6Ly93d3cuYmlsaWJpbGkuY29tL3ZpZGVvL0JWMTR5eFE2c0VUQg==" target="_blank">https://www.bilibili.com/video/BV14yxQ6sETB</a>
0 plays
：《Native Seedance 2.5 4K on Pika》 · Hacknaut @Hacknaut · 357,000 views ·https://x.com/Hacknaut/status/2120710340165976389
November 14 · New video themes
【New】Character version of Extraordinary Love (content theme)
Replace Big Big Wolf, Big Fat Fish and game characters into the emotional performance template of "Extraordinary Love". The character contrast and unified soundtrack bring strong imitation, and the head video playback and interaction are outstanding.
Data: 4 videos · 4 accounts in progress · Total 10.337 million plays · Highest single 8.669 million · Station B
Hot trumpet account: 7,562 fan accounts 1.128 million plays
Judgment basis: Search for "Extraordinary Love" on Bilibili: 487 items in the past 7 days, only 12 items in the previous 53 days; 4 different accounts are doing it; a trumpet account exploded: 7562 fans, single item, 1.128 million views; Radar has been recording since 2026-11-12
Representative work: "He is so elegant!" Big Gray Wolf & Red Wolf [Extraordinary Love]" · Station B · 8.669 million plays · Author 122,000 fans ·https://www.bilibili.com/video/BV1aNWm6UEeC
Representative work: "Liang & Big Fat Fish: Extraordinary Love" · Station B · 1.128 million views · Author 7,562 fans ·https://www.bilibili.com/video/BV1QrWn6MEus
Representative work: "⚡️Egg Party "Egg Love"⚡️" · Station B · 290,000 plays ·https://www.bilibili.com/video/BV1zFW96LEU2
The origin of this topic has been traced. You can use radar_topic_origin to find out where it originated from.
【New】Ice Cream Boy Low Temperature Talent (Content Theme)
Ice Cream Boy discovers his talent in extreme low temperatures, and uses the contrast between the character's material and the ambient temperature to drive the plot. The same work became popular on Bilibili and Douyin at the same time, and the cross-platform verification is strong.
Data: 2 videos · 2 accounts in progress · Total 1.057 million plays · Highest single 1.057 million · Station B, Douyin
Hot trumpet account: 13,000. Fan account single: 1.057 million plays
Judgment basis: Search for "Ice Cream Boy" on Bilibili: 8 items in the past 7 days, only 13 items in the previous 53 days; a trumpet account exploded: 13,000, and a single fan account 1.057 million views; Radar has not recorded it before
Representative work: "Is 45° Still Too Cold? Ice cream boy accidentally discovers his talent! #ai Short Drama #ai Comics #Drama" · Station B · 1.057 million plays · Author 13,000 fans ·https://www.bilibili.com/video/BV1GXWM6VEoH
Representative work: "Is 45° Still Too Cold? Ice cream boy accidentally discovers his talent! #ai Short Drama #ai Comics #Competition #Drama" · Douyin · 75,000 likes · Author 53,000 fans ·https://www.douyin.com/video/7706492285252324659
The origin of this topic has been traced. You can use radar_topic_origin to find out where it originated from.
【Heating】Hindi Potato Family Animation (Content Theme)
Potatoes, radishes and other vegetables form family and love relationships. The plot focuses on cheating, family chaos and the poor's entrepreneurial counterattack. Multiple small accounts have received far more views than the number of fans, and the reuse of characters and continuous bloody plots are very effective.
Data: 10 videos · 8 accounts in progress · Total 11.147 million views · Highest single 6.672 million · TikTok, YouTube
Hot trumpet account: 4,220 fan account singles 1.985 million plays
Judgment basis: Search "Hindi Aloo cartoon" on YouTube: 11 of the relevant videos this year have matching titles, 4 of which were posted in the last 10 days; 8 different accounts are working on it; a trumpet account exploded: 4220 fans, a single account, 1.985 million plays; Radar has been recording since 2026-10-23
Representative work: "aloo k sath dokha part2#ai #storytime #aicartoonvideo #cart…" · TikTok · 6.672 million views · Author 44,000 followers ·https://www.tiktok.com/@love0712fik/video/7705153771751492886
Representative work: "🔥 Potato and Radish's Jungle Romance! 😍 4 Jailbirds Create…" · YouTube · 1.985 million views · Author 4,220 followers ·https://www.youtube.com/watch?v=IjUli2POVHw
Representative works: "Pappu ने मंगवरई 130 डिब्बे मिठरई! 😱 Guddi देखकर रह गई दंग 😂…》 · YouTube · 419,000 plays ·https://www.youtube.com/watch?v=RpYBheRbxu0
The origin of this topic has been traced. You can use radar_topic_origin to find out where it originated from.
【Heating】Cute cat anthropomorphic funny animation (content theme)
Cats are put into human situations such as setting up stalls, eating melons, and getting into trouble in daily life, and their cute appearances match absurd behaviors. Both Bilibili’s trumpet account and TikTok cat account have high views, which is suitable for continuous updates of fixed roles.
Data: 6 videos · 6 accounts in progress · Total 14.597 million plays · Highest single 3.979 million · Station B, TikTok
Hot trumpet account: 7,183 fans’ single account 1.325 million plays
Judgment basis: Bilibili search for "cat": 0 of the 20 most viewed videos in the past 53 days have this word in the title, and 2 in the past 7 days, and it has always been there before; YouTube search for "AI cat cartoon": 10 of the relevant videos this year have matching titles, 3 of which were posted in the last 10 days; 6 different accounts are doing it; a small account has exploded: 7183 fan account has 1.325 million views per single; Radar Recording since 2026-10-23
Representative work: "ai #animation #fypviralシ #foryou #viralvideos #trending #h…" · TikTok · 3.979 million views · Author 207,000 followers ·https://www.tiktok.com/@contecus54b/video/7705505905663659294
Representative work: "ai #cat #kitty #fypviralシ #foryou #viralvideos #cutecat #t…" · TikTok · 3.397 million views · Author 414,000 fans ·https://www.tiktok.com/@aicats018/video/7705497195188899103
Representative work: "ai #cat #kitty #fypviralシ #foryou #viralvideos #cutecat #t…" · TikTok · 2.584 million views · Author 104,000 followers ·https://www.tiktok.com/@uk.cat74/video/7706358386266361119
The origin of this topic has been traced. You can use radar_topic_origin to find out where it originated from.
[Continuing] Fruit Anthropomorphic Rescue Emotional Serial (Content Theme)
Fruit characters fall into danger, misunderstanding or betrayal, and then rescue and truth reversal are used to promote the series. Many accounts on TikTok continue to receive high views, and the emotional hook and episode suspense are the core highlights.
Data: 11 videos · 7 accounts in progress · Total 47.857 million plays · Highest single 10.915 million · TikTok
Hot trumpet account: 2,552 followers, 1.03 million plays
Judgment basis: Search "AI fruit emotional story" on YouTube: 3 of the relevant videos this year have matching titles, 0 of which were posted in the last 10 days, and the earliest was 120 days ago; 7 different accounts are doing it; a trumpet account has exploded: 2552 followers, 1.03 million plays per account; Radar has been recording since 2026-10-23
Representative work: "madewithcantina #rescue #ai #cartoon #aivideos (MP4)" · TikTok · 10.915 million views · Author 152,000 followers ·https://www.tiktok.com/@aifuri4/video/7707178605184322847
Representative work: "Part 1 #ai #UK #emotional #us #fruits" · TikTok · 9.033 million views · Author 287,000 followers ·https://www.tiktok.com/@dailysatisfyingai/video/7706866745549606177
Representative work: "Part 1 #ai #aianimation #emotional #us #fruitstory" · TikTok · 5.649 million views · Author 159,000 followers ·https://www.tiktok.com/@vypag/video/7706294517602831648
【Continuing】DeepSeek Big Fat Fish Personification (Content Theme)
The big fat fish is shaped into a fixed character who can fall in love, get into trouble, and participate in real-life events, and rely on the contrast between his expression and personality to create laughter. Multiple videos continue to achieve high views, indicating that the character has the ability to continuously develop.
Data: 4 videos · 4 accounts in progress · Total 4.702 million plays · Highest single 2.452 million · Station B
Hot trumpet account: 53,000. Fan account single: 2.452 million plays
Judgment basis: Search "Big Fat Fish" on Bilibili: 12 of the 20 most viewed titles in the past 53 days have this word in their titles, and 9 in the past 7 days. It has always been there before; 4 different accounts are doing it; a trumpet account has exploded: 53,000, and a single fan account has 2.452 million views; Radar has been recording since 2026-10-23
Representative work: "[Traveling with AI 2018] #6 Big Fat Blue Fish Goes Alone to Meet America" · Station B · 2.452 million views · Author 53,000 followers ·https://www.bilibili.com/video/BV1GJWy6rEQz
Representative work: "User: No, you came at the right time, big fat fish" · Station B · 906,000 plays ·https://www.bilibili.com/video/BV1sgWn68Ewt
Representative work: "🐟️I will be the first to shoot you when there is an omnic crisis!" 🐟️》 · Station B · 685,000 plays ·https://www.bilibili.com/video/BV1aiW86YE5K
[Continuing] Bengali Potato Family Animation (Content Theme)
The Tudou family encounters major disasters such as train accidents and floods, and it is up to the family members to escape and rescue. Disaster scenes are superimposed with family emotions, providing a plot direction for vegetable character animation that is different from romantic comedies.
Data: 2 videos · 2 accounts in progress · Total 883,000 plays · Highest single 562,000 · YouTube
Judgment basis: Search "Bangla Aloo family" on YouTube: there are less than 3 related videos this year with matching titles, and you can't tell whether they are old or new; Radar has been recording since 2026-10-31
Representative works: "😱 নানা বাড়ি যাওয়ার পথে ট্রেনে দুর্ঘটনা ! প্রাণে বাঁচল আলু…》 · YouTube · 562,000 views ·https://www.youtube.com/watch?v=0HIioAo7Fmw
Representative work: "A Terrible Flood Hits the Village! 😱🌊 | Alu Saves People Tr…" · YouTube · 321,000 views ·https://www.youtube.com/watch?v=pykk3mgftYY
【Continuing】Cartoon about hoarding goods in an extremely cold apocalyptic space (content theme)
The protagonist is reborn or carries material space before the end of the extreme cold, and advances the plot by hoarding goods, rushing to the base, and dealing with character relationships. The extra-long preview version appears at the same time as the full collection, which is suitable for long-term viewing with strong settings.
Data: 2 videos · 2 accounts in progress · Total 664,000 plays · Highest single 399,000 · Station B
Judgment basis: Radar has been recording since 2026-10-23
Representative work: "The male protagonist of the extreme cold apocalypse rushes to Dawn Base with supplies and space, entangles with the five sisters of the Su family, joins forces to smash the water source intimidation conspiracy, and rewrites the marriage contract of his father's generation [Watch the complete episode in one go] [AI National..." · Station B · 399,000 views ·https://www.bilibili.com/video/BV1FLWj66EB5
Representative work: "[Early Edition] In my last life, I froze to death in the frozen apocalypse. I was reborn before the cold wave came. I held the storage space in my hands and stocked up like crazy. But is the person who is always close to me an ally or a hidden danger? 》 · Station B · 265,000 plays ·https://www.bilibili.com/video/BV1DLWQ64ExM
[Continuous] Trivia about stickman history (content theme)
Use extremely short stick figure animations to interpret dietary anecdotes of historical figures such as Su Shi and Wang Anshi. The combination of short duration, specific historical materials and light comedy action is suitable for stable serialization.
Data: 2 videos · 1 account in progress · Total 1.404 million plays · Highest single 902,000 · Station B
Judgment basis: 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｜Old News from Qu Jian》·Station B·902,000 plays·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 · 503,000 plays ·https://www.bilibili.com/video/BV1eRWg6UEc5
【Continuing】Absurd short film by a university water class teacher (content theme)
Use exaggerated performances to restore the typical words and deeds of university water class teachers, turning campus observation into a short character comedy. The account has few followers but prominent views, indicating that specific and familiar teacher-student scenes have strong communication power.
Data: 1 video · 1 account in progress · Total 1.283 million plays · Highest single 1.283 million · Station B
Hot trumpet account: 181 fan’s single account 1.283 million plays
Judgment basis: A trumpet account exploded: 181 fans’ single account 1.283 million views; Radar has been recording since 2026-10-26
Representative work: "Some Water Class Teachers in University Belike (Collection)" · Station B · 1.283 million views · Author 181 fans ·https://www.bilibili.com/video/BV1wn4n6eE2b
[Observation] Looping song AI ditty (content theme)
Use an absurd dialogue or emotional copy to induce a looping AI song and create a long-time version. The same title structure is reused by multiple accounts, which is suitable for mass production relying on meme copywriting and familiar melodies.
Data: 5 videos · 2 accounts in progress · Total 4.009 million plays · Highest single 1.17 million · Station B
Judgment basis: Search "Looping Songs" on Bilibili: among the 20 most played songs in the past 53 days, 0 titles contain this word, and in the past 7 days, the number is 5; Radar has not recorded it before
Representative work: "Song Loop | 'The more free the song, the more expensive it is. ’｜"Boundless Sea and Sky Ending Piece AI's Little Song"" · Station B · 1.17 million views ·https://www.bilibili.com/video/BV14yxQ6sETB
Representative work: "Song Loop｜'Before Dad comes back, let's play with this uncle who can change his face'｜"Boundless Sea and Sky Ending Piece AI's Little Song"" · Station B · 1.043 million plays ·https://www.bilibili.com/video/BV1Uaxf61Ecc
Representative work: "Song Loop｜'Parents Want Us to Be Like After get off work'｜"Humanity Is a Total Failure AI's Ditty" higher" · Station B · 963,000 plays ·https://www.bilibili.com/video/BV1ZDxf6YEVA
[Observation] AI original feature film (content theme)
Use AI to complete a movie-level feature film with a complete world view and continuous narrative, covering original stories, science fiction crises and world wars. Long-running works can still get considerable airplay, and audiences will stay for the complete story rather than just technical demonstrations.
Data: 3 videos · 3 accounts in progress · Total plays 7.39 million · Highest single 5.573 million · Station B, YouTube
Hot trumpet account: 36,000. Fan account number: 5.573 million. Play
Judgment basis: Search "science fiction feature film" on Bilibili: 2 of the 20 most played items in the past 53 days have this word in their titles, and 6 in the past 7 days; 3 different accounts are working on it; a trumpet account has exploded: 36,000, and a single fan account has 5.573 million views; Radar has not recorded it before
Representative work: "When I die, the mountains will not tremble and the river will not flow back | AI feature film "Soup Syndrome" [Station B AI Film and Television Studio] [Full Version Collection]" · Station B · 5.573 million views · Author 36,000 followers ·https://www.bilibili.com/video/BV1vmWJ6LEmW
Representative work: "It took 5 months and cost 50,000 yuan. I used AI to shoot a 68-minute original Chinese science fiction feature film "Gray Erosion Crisis" [ai National Producer]" · Station B · 1.476 million views · Author 35,000 followers ·https://www.bilibili.com/video/BV18GW76hEdg
Representative work: "World War 3 | Full AI Movie" · YouTube · 341,000 views ·https://www.youtube.com/watch?v=PJZhfX5uZuY
[Observation] Tobacco tycoon anthropomorphic cartoon (content theme)
The tobacco brand or tobacco concept is personified into a wealthy family, and succession, conflict and reversal are used to build a continuous plot. Different accounts are updated around the same setting, which shows that the product's anthropomorphic and rich-blooded personality is highly replicable.
Data: 3 videos · 2 accounts doing it · Douyin
Basis for judgment: Radar has not recorded it before
Representative work: "The Tobacco Rich Family Episode 1: Smoking is harmful to health. Minors are not allowed to smoke!" #Everything is possible ai #ai comic drama #yisheng alliance" · Douyin · 72,000 likes · Author 6,763 fans ·https://www.douyin.com/video/7706805669411753216
Representative work: "Tobacco Rich Family Episode 2: Smoking is harmful to health. Minors are not allowed to smoke!" #Everything is possible ai #ai comic drama #yisheng alliance" · Douyin · 39,000 likes · Author 6,763 fans ·https://www.douyin.com/video/7707203942924455208
Representative work: "The Contradictions of the Tobacco Family." Smoking is harmful to health # original ai video # plot reversal # ai animation》 · Douyin · 62,000 likes · Author 17,000 followers ·https://www.douyin.com/video/7706396903815225471
[Observation] Ramayana movie-like MV (content theme)
Transform the characters and battles of Ramayana into a cinematic music video, using mythological characters, epic scenes and religious music to captivate viewers. Related works continue to receive high views on YouTube, and regional cultural themes have a clear audience.
Data: 2 videos · 2 accounts in progress · Total 2.68 million plays · Highest single 2.233 million · YouTube
Hot trumpet account: 250 fans’ single account 447,000 plays
Judgment basis: Search "Ramayana cinematic music video" on YouTube: there are less than 3 related videos this year with matching titles, and you can't tell whether they are old or new; a trumpet account exploded: 250 followers, 447,000 views per account; Radar has not recorded it before
Representative work: "Ramayana: Shree Hanuman Chalisa (Ai Vieo) | Namit M | Ranbi..." · YouTube · 2.233 million views · Author 11,000 followers ·https://www.youtube.com/watch?v=txj669je3FY
Representative work: "RAVANA VS JATAYU | NTR AI | Epic Ramayana Cinematic Music V..." · YouTube · 447,000 views · Author 250 fans ·https://www.youtube.com/watch?v=ag_4aqnaWI0
[Observation] Claude builds a faceless channel (production method)
Use Claude to plan the content production, operation, and monetization process for non-appearance channels. The focus is to avoid being disqualified from profit and quickly build a system. Similar topics continue to receive attention, indicating that creators care more about the complete channel workflow.
Data: 2 videos · 2 accounts working · Total 204,000 plays · Highest single 143,000 · YouTube
Judgment basis: Search "Claude faceless channel" on YouTube: 12 of the relevant videos this year have matching titles, 4 of which were posted in the last 10 days; Radar has not recorded it before
Representative work: "How to Build a Faceless Channel YouTube Won't Demonetize (C..." · YouTube · 143,000 views ·https://www.youtube.com/watch?v=YP8D2_j3_Hc
Representative work: "Free Claude AI Monetize My YouTube Channel In 7 Days (Full…" · YouTube · 61,000 plays ·https://www.youtube.com/watch?v=ZxTudE4T5fw
[Observation] Making a short video of Sheru Lion (how to make it)
Break down how to make short videos of the popular Sheru Bhai lion character and social platform short films. The tutorial closely follows the fixed characters that have formed the account and plot ecology, and is suitable for starting from character reproduction.
Data: 2 videos · 2 accounts working · Total 114,000 plays · Highest single 89,000 · YouTube
Basis for judgment: Radar has not recorded it before
Representative work: "How to Make Sheru Bhai AI Video | How to Make Sheru Bhai AI..." · YouTube · 89,000 views ·https://www.youtube.com/watch?v=QhB7X7z1kZs
Representative work: "How to Create SHERU BHAI videos with AI 🔥 Instagram Trendin…" · YouTube · 25,000 views ·https://www.youtube.com/watch?v=cch2s4LBfd0
Nov 14 · X Hot Discussion
[Hot Discussion] Claude Meetings released (tool model)
Claude has launched a meeting capability that allows you to join a team video call and create documents, whiteboards and other results based on the meeting content. Related discussions stated that this product idea was quickly made into a feature by Anthropic after it was proposed.
Data: 2 highly interactive tweets · 2 accounts · 7.479 million views in total
Judgment basis: 2 highly interactive tweets, 2 accounts, total views 7.479 million; latest tweets searched for "Claude Meetings" on X: 20 concentrated within 32.4 hours, 20 accounts; radar has not recorded it before
Representative tweet: "Introducing Claude Meetings: add Claude to your team’s video call and it builds docs, whi…" · Claude @claudeai · 7.33 million views ·https://x.com/claudeai/status/2120973994191094179
Representative tweet: "I tweeted an idea, Anthropic built it in 5 days🤯" · Marko Vineli @handsher_NGU · 149,000 views ·https://x.com/handsher_NGU/status/2120912865658077388
[Hot Discussion] DeepSeek application capability open API (tool model)
DeepSeek opens the complete application experience to APIs, covering search, files, links, security and voice capabilities. For people who make AI products, this means that they can directly reuse the complete capabilities behind the DeepSeek App instead of just calling the basic model.
Data: 1 high-interaction tweet · 1 account · 494,000 views in total
Judgment basis: 1 highly interactive tweet, 1 account, total views 494,000; Latest tweets searched for "DeepSeek API" on X: 15 concentrated within 32.0 hours, 15 accounts; Radar has not recorded it before
Representative tweet: "🚀 The full DeepSeek App experience, now via API Search, files, links, safety, and voice.…" · DeepSeek @deepseek_ai · 494,000 views ·https://x.com/deepseek_ai/status/2121247896918253875
[Hot Discussion] Gemini Hydrogen released (tool model)
Google launches Gemini Hydrogen, positioned as an everyday model that combines cutting-edge intelligence, speed and efficiency. Some creators have asked Agent to run tests overnight to conduct actual tests on whether the new model is worth using.
Data: 3 highly interactive tweets · 3 accounts · 2.357 million views in total
Judgment basis: 3 highly interactive tweets, 3 accounts, total views 2.357 million; latest tweets searched for "Gemini 4 Hydrogen" on X: 20 concentrated within 28.0 hours, 17 accounts; radar has not recorded it before
Representative tweet: "Gemini 4 Hydrogen is here, bringing cutting-edge intelligence to everyone for fast, every..." · Google Gemini @GeminiApp · 2.241 million views ·https://x.com/GeminiApp/status/2120940601319260164
Representative tweet: "Introducing Gemini 4 Hydrogen this new model brings cutting-edge intelligence to everyone..." · Google AI Studio @GoogleAIStudio · 108,000 views ·https://x.com/GoogleAIStudio/status/2120940825240797641
[Hot Discussion] Seedance’s works continue to dominate the screen (How to play tutorial)
Seedance's native high-definition generation on Pika continues to produce mash-ups of police dramas, animations, games, and film and television characters, with multiple posts publishing prompts at the same time. Related models have also appeared in the CapCut mobile AI Lab, further lowering the threshold for use.
Data: 8 highly interactive tweets · 7 accounts · 917,000 views in total
Judgment basis: 8 highly interactive tweets, 7 accounts, total views 917,000; latest tweets searched for "Seedance 2.5" on X: 14 within 36 hours, 14 accounts; Radar has been recording since 2026-10-25
Representative tweet: "Native Seedance 2.5 4K on Pika" · Hacknaut @Hacknaut · 357,000 views ·https://x.com/Hacknaut/status/2120710340165976389
Representative tweet: "POV: GTA 6 unlocks and the entire city hits play at the same time Created by Seedance 2.5..." · Zyvex @Zyvex_0x · 140,000 views ·https://x.com/Zyvex_0x/status/2120907632416297013
[Hot Discussion] Gemini decision-making API diffusion (tool model)
Google launched the Gemini Decisions API, which is driven by a specialized decision-making model. The focus is not on generating long answers, but on completing judgment tasks in batches. Its design of low input cost, no charge for output and the ability to ask questions in batches has attracted the attention of AI product developers.
Data: 3 highly interactive tweets · 3 accounts · 1.613 million views in total
Judgment basis: 3 highly interactive tweets, 3 accounts, total views 1.613 million; latest tweets searched for "Gemini Decisions API" on
Representative tweet: "Introducing Gemini Decision 1, our new frontier decision model in the Gemini API. It is $…" · Logan Kilpatrick @OfficialLoganK · 788,000 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 · 783,000 views ·https://x.com/sundarpichai/status/2120581155078729728
[Hot Discussion] Low-cost AI feature film channel starting volume (project opportunities)
An AI movie channel is getting massive subscriptions and plays from a handful of titles in a matter of weeks, with features being produced at a cost that is said to be extremely low. This case shows that long-term AI film and television content is becoming a testable growth strategy for YouTube.
Data: 1 high-interaction tweet · 1 account · 1.042 million views in total
Judgment basis: 1 highly interactive tweet, 1 account, total views 1.042 million; Latest tweets searched for "Vivix.AI" on X: 2 within 36 hours, 1 account; Radar has not recorded it before
Representative tweet: "7 films. 12K new subscribers. 1M channel views. In just over 3 weeks. His 90-minute film..." · Vivix.AI @VivixLabs_HQ · 1.042 million views ·https://x.com/VivixLabs_HQ/status/2120886997791482051
[Hot Discussion] Blender skill pack is open (open source warehouse)
Blender Skills organizes a large number of 3D production skills into a collection that can be called by agents such as Claude Code and Cursor. Its goal is to allow users who are not familiar with Blender to call modeling, material and scene production capabilities through commands.
Data: 1 high-interaction tweet · 1 account · 26,000 views in total
Judgment basis: 1 highly interactive tweet, 1 account, total views 26,000; latest tweets searched for "Blender Skills" on X: 15 concentrated within 35.7 hours, 13 accounts; Radar has not recorded it before
Representative tweet: "Someone turned Blender into a 3D art team that can work on command. The method is a collection called Blender Skills, with a total of 94 skills, allowing Claude Code, Cursor...》 · Xiaoying💞｜Practical tool sharing @xiaoying_eth · 26,000 views ·https://x.com/xiaoying_eth/status/2121080116986159333
[Attention] Modern Web Guidance becomes popular (open source warehouse)
Modern Web Guidance launched by the Google Chrome team quickly topped the GitHub trend list after it was launched. It supplements modern front-end specifications with skills packages that attempt to solve the problem of AI writing web pages using old training data and old practices.
Data: 2 high-interaction tweets · 2 accounts · 381,000 views in total
Judgment basis: 2 highly interactive tweets, 2 accounts, total views 381,000; latest tweets searched for "Modern Web Guidance" on X: 7 within 36 hours, 7 accounts; Radar has not recorded it before
Representative tweet: "Awesome! Something just released by Google officially became the most popular on GitHub within 48 hours. By default, AI front-end writing is still in 2019, because the training data is all old shit. Install a skill pack to max it out directly: Pass 56% → 88%. One line of commands to do..." · Chen Kong @don_tech1 · 252,000 views ·https://x.com/don_tech1/status/2121060480714469728
Representative tweet: "48 hours after launching 1.0, Modern Web Guidance is the #1 trending repo on GitHub 📈 Tha…" · Chrome for Developers @ChromiumDev · 129,000 views ·https://x.com/ChromiumDev/status/2121014221563396156
[Attention] Controversy over the industry-wide loss of AI comics (discussion of opinions)
The previously popular narrative of "making AI comics at home and earning high incomes" has been refuted. Some people say that although production efficiency has been greatly improved, it is generally difficult for the industry to make money after the supply expansion. Similar judgments have emerged in overseas discussions, believing that there is no obvious profit potential for ordinary people to enter AI micro-series.
Data: 2 high-interaction tweets · 2 accounts · 173,000 views in total
Judgment basis: 2 highly interactive tweets, 2 accounts, total views 173,000; latest tweets searched for "AI comics" on X: 11 within 36 hours, 11 accounts; Radar has not recorded it before
The representative tweeted: "A while ago, the entire Internet was still boasting that "a young couple can make millions a month by watching AI comics at home." However, only three months later, Fu Peng flipped the table in an interview: AI comics have already caused losses in the entire industry. Why does AI increase production efficiency by 10 times, but creators lose their pants? Fu Peng…》 · Yanhua @yanhua1010 · 144,000 views ·https://x.com/yanhua1010/status/2120667902651068499
Representative tweet: "my mom just asked me how much money she could make making ai microdramas and I straight u..." · f4mi ‼ ️ @f4micom · 29,000 views ·https://x.com/f4micom/status/2120837245506666616
[Attention] TikTok integrates Seedance advertising (tool model)
TikTok has upgraded its generative AI video advertising tool and connected it to Seedance, which can directly create advertising creatives based on text, images and reference clips. For overseas advertising teams, video models are entering the advertising production chain directly from the creation tools.
Data: 1 high-engagement tweet · 1 account · 2,846 views in total
Judgment basis: 1 highly interactive tweet, 1 account, total views 2846; latest tweets searched for "TikTok AI video advertising" on X: 8 within 36 hours, 7 accounts; Radar has not recorded it before
Representative tweet: "In the field of AI generation, there have been a lot of big moves in the past two days. TikTok has upgraded its AI video advertising. TikTok has updated its generative AI video advertising tool and accessed the latest Dreamina Seedance 2.5..." · Luella @luellamech · 2,846 views ·https://x.com/luellamech/status/2120534267654558201
[Attention] Claude multi-agent development operating system (hot event)
An engineer asked Claude to develop an operating system from scratch. During the process, a large number of subagents were scheduled and run continuously for many days, and finally a system that could be booted on a laptop was produced. The focus of discussion is whether long-term tasks, multi-agent scheduling and AI autonomous engineering capabilities have crossed new thresholds.
Data: 1 high-interaction tweet · 1 account · 710,000 views in total
Judgment basis: 1 highly interactive tweet, 1 account, total views 710,000; latest tweets searched for "Claude Fable 5.2" on X: 10 within 36 hours, 10 accounts; radar has not recorded it before
Representative tweet: "Anthropic is really scary this time. An engineer assigned Claude Fable 5.2 the task of developing an operating system from scratch. As a result, the AI dispatched more than 1,000 sub-agents, working continuously..." · Ahuang's thoughts @ahuangchat · 710,000 views ·https://x.com/ahuangchat/status/2121078598211637496
[Attention] X creator’s income continues to be on the list (project opportunities)
Chinese creators continue to disclose the income of X creators. Some of them said that the income in the first month after the launch has reached a considerable level. Listing content continues to strengthen the expectation that Chinese creators will migrate to X and monetize through high-frequency posting.
Data: 2 high-interaction tweets · 2 accounts · 73,000 views in total
Judgment basis: 2 highly interactive tweets, 2 accounts, total views 73,000; latest tweets searched for "X creator income" on X: 6 within 36 hours, 6 accounts; Radar has been recording since 2026-11-08
The representative tweeted: "Brothers, I'm here to give you blood! ! ! The second 𝕏 creator income has just been withdrawn. The two periods in the first month after activating the income add up to about 4,200 US dollars, which is equivalent to about 27,000 RMB, which is equivalent to a daily income of 100 from liver posts...》 · Xingyu @YxzRainy · 56,000 views ·https://x.com/YxzRainy/status/2120804817312563293
Representative tweet: "The first salary ofhttps://x.com/Crypto_146827/status/2120758270088679468
[Attention] ChatCut connects to Grok Bot (how to play tutorial)
Creators connect ChatCut to Grok Bot and use natural language to complete automatic editing, replicas of popular hits, MG animations and multi-version slicing. Others try to copy the editing style of mature knowledge bloggers and further agent-ify the editing process.
Data: 2 high-interaction tweets · 2 accounts · 78,000 views in total
Judgment basis: 2 highly interactive tweets, 2 accounts, total views 78,000; latest tweets searched for "ChatCut" on X: 9 tweets, 7 accounts within 36 hours; Radar has been recording since 2026-11-06
Representative tweet: "Holy shit. . . I finally know how to reproduce the style of editing that Xiao Lin said. In the past, I could only edit the video frame by frame! ! It only requires three super simple steps: 1️⃣ Connect ChatCut to Grok Bot and give Grok...》 · Kin @KinGao476942 · 71,000 views ·https://x.com/KinGao476942/status/2120476101399216519
Representative tweet: "Holy shit, there are still experts in AI editing?" Recently, many big guys recommended this ChatCut. I combined it with Lao Ma’s Grok Bot, and it was quite powerful. - Completely automated editing, - One-click reproduction of popular videos, - Add... to videos · Li Yue @liyue_ai · 7,069 views ·https://x.com/liyue_ai/status/2121205054476787945
[Follow] OpenFilm uses web pages to write videos (open source warehouse)
The open source project OpenFilm represents video footage as a web page, allowing AI to directly write pictures, animations and transitions, and supports real-time preview and modification. The idea is to turn video production into the HTML and CSS programming tasks that the model is better at.
Data: 1 high-interaction tweet · 1 account · 32,000 views in total
Judgment basis: 1 highly interactive tweet, 1 account, total views 32,000; latest tweets searched for "OpenFilm" on X: 13 within 36 hours, 13 accounts; Radar has not recorded it before
Representative tweet: "Who would have thought that now even videos can be written using HTML and CSS. I found an interesting open source project on GitHub: OpenFilm, 5,800+ Stars. It turns every shot in the video into a web page...》 · awe0 @awe0_io · 32,000 views ·https://x.com/awe0_io/status/2121056373496778878
November 14 · Open source projects, models and information
GitHub new repository
Hugging Face Popular Models
Lightricks/LTX-2.5: LTX model supporting Vincent Video and Video Conversion (2.779 million downloads) ·https://huggingface.co/Lightricks/LTX-2.5
MiniMaxAI/MiniMax-H3-Image：MiniMax text drawing, drawing drawing and picture editing model (437,000 downloads) ·https://huggingface.co/MiniMaxAI/MiniMax-H3-Image
black-forest-labs/flux-3-image-klein-comfy: FLUX image generation and editing model for ComfyUI (1.33 million downloads) ·https://huggingface.co/black-forest-labs/flux-3-image-klein-comfy
facebook/sam3: Meta’s video segmentation and mask generation model (2.092 million downloads) ·https://huggingface.co/facebook/sam3
Viggle/Viggle-Remake: Video remake model that supports character replacement (183,000 downloads) ·https://huggingface.co/Viggle/Viggle-Remake
Zyphra/ZONOS3-Mini: Provides lightweight speech synthesis model in GGUF format (13,000 downloads) ·https://huggingface.co/Zyphra/ZONOS3-Mini
speridlabs/idol: Model for generating Gaussian splattered 3D content from images (31,000 downloads) ·https://huggingface.co/speridlabs/idol
facebook/sam-3d-body-dinov3: Model for recovering 3D human body mesh and pose from images (15,000 downloads) ·https://huggingface.co/facebook/sam-3d-body-dinov3
News and new products
Atlas can generate keyframes, videos and 3D scenes (AI HOT) ·https://aihot.news/items/lazmov9ciw8y5uqpuda9qcizm
OpenRouter provides four layers of protection to prevent Agent from burning money (AI HOT) ·https://aihot.news/items/vq9nwgwhtm31cgoliyb7ydyde
Claude Code can use the exit code to trigger automatic retry (AI HOT) ·https://aihot.news/items/p0jsxs2bnv6tmnmn1soi56759
Tencent releases real-time speech model (AI HOT) that can call tools and sing ·https://aihot.news/items/qp41q77z9ge5hsyrh9kra0c7k
DeepSeek API open search, file and link capabilities (AI HOT) ·https://aihot.news/items/nnbnoebf6mvo97usmwj5wziyl
Anthropic summarizes the five architectural primitives of resident agents (AI HOT) ·https://aihot.news/items/ypeap2t8w4fqqfuvt7mw3wg79
Local model tool llama.cpp releases stable version (AI HOT) ·https://aihot.news/items/um8pmpa91qn1ymvx3pux0sq1x
Gemini 4 Hydrogen launches Cursor (AI HOT) ·https://aihot.news/items/mt013742fhedisepp2i31h1r4
Discussion in the technology circle (Hacker News)
Google releases Gemini 4 Hydrogen (556 points, 348 reviews) ·https://blog.google/innovation-and-ai/models-and-research/gemini-models/introducing-gemini-4-hydrogen/
Self-improving open source managed agent project (133 points, 36 comments) ·https://github.com/Parcha-ai/agentrun/blob/main/README.md
Gemini 4 Hydrogen joins the agent orchestration platform (493 points, 160 comments) ·https://antigravity.google/blog/gemini-4-hydrogen-in-google-antigravity/
145B model claimed to run on PC (336 points, 102 reviews) ·https://edge0.ai/blog/introducing-edge0-145b-frontier-ai-capabilities-on-your-own-computer
AI content is destroying trust between authors and readers (297 points, 188 comments) ·https://www.theatlantic.com/books/2026/11/ai-literary-scams-amazon/689391/
Declaration against low-quality AI spam content (130 points, 70 comments) ·https://www.slopmanifesto.com/