AI Information Station · November 4th (Issue No. 13)

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introductionWithin 24.4 hours, 19 accounts discussed this topic; in just one sentence, a functional plugin was created.
How to do itIt encompasses design work areas, 3D visualization tools, and video editing platforms, making it ideal for transforming internal processes into small, customizable plugins. Start by addressing the steps that you repeat daily; once those functions are reliably implemented, you can then consider developing them into full-scale projects.
Next stepFirst, create a vertical video editing platform and test it by importing and exporting videos using it.
Be careful.Identify existing issues with WebGL
Representative works:
“Claude is absolutely incredible when it comes to animation #AI #Claude #editing #animation…” · TikTok · 546,000 views · Author has 2,969 followers ·https://www.tiktok.com/@artemnovitckii/video/7703137175361080594
"Milky Dragon & Bean Bun: 'Trouble Maker' Token Gone [AI MV Competition]" · Bilibili · 4.356 million views · Author has 109,000 followers · <a href="go.php?url=aHR0cHM6Ly93d3cuYmlsaWJpbGkuY29tL3ZpZGVvL0JWMXN0c1o2aUVTeg==" target="_blank">https://www.bilibili.com/video/BV1stsZ6iESz</a>
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: “AI #AICartoon #FruitStories # FruitCartoon # FruitAnimation.” · TikTok · 10.063 million views · Author has 295,000 followers.https://www.tiktok.com/@aivideocr3/video/7701605304160521503
:《🥔 Aloo Turns into a Fisherman! Falling in Love with Gajar While…》 · YouTube Shorts · 1.21 million views · Author has 7,200 followers ·https://www.youtube.com/watch?v=3CubhrZWI6Y
:《[FULL] She took a night nanny job to save her sister—Now the…》 · YouTube · 1.088 million views · Author has 29,000 followers ·https://www.youtube.com/watch?v=yss2T5yVKqo
"Please choose your competitor in the postgraduate entrance examination. (This video was generated by Viduq4.)" · Bilibili · 1.363 million views · Author: 71 fans · <a href="go.php?url=aHR0cHM6Ly93d3cuYmlsaWJpbGkuY29tL3ZpZGVvL0JWMVlTNDIxOTdFSg==" target="_blank">https://www.bilibili.com/video/BV1YS42197EJ</a>
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：《Your AI videos look cheap? Send Opus 5.5 these 14 repos HyperFrames. Blender. Remotion. G…》 · Florence @flxrnc · 11.9万 浏览 ·https://x.com/flxrnc/status/2117318336837017846
：《Your Harness. You Define It. Meet Creator Mode in DeepSeek Harness. Turn ideas into plugi…》 · DeepSeek Harness @DeepSeekHarness · 222.7万 浏览 ·https://x.com/DeepSeekHarness/status/2117256196227019194

November 4th · New video themes

[New Initiative] Using Claude to create animated short videos (production methods)

Use Claude to create animated short videos, content for anonymous channels, and automated workflows for content presentation. Tutorials and demonstration videos have also become very popular; being free or requiring minimal effort to use are key selling points.
Data: 3 videos; 3 accounts are involved in producing these videos; a total of 1.161 million views have been achieved; the highest number of views for any single video is 546,000; platforms used include TikTok and YouTube.
A hit product for smaller accounts: For each order of 2,969 units of this product, the average number of views reached 546,000.
Basis for judgment: By searching “Claude animated shorts” on YouTube, it was found that among this year’s related videos, 6 titles matched the search criteria; all 6 of these videos were posted within the past 10 days, and there were virtually no such videos before. Three different accounts were producing these content, and one of these secondary accounts achieved remarkable success: its video with 29.69 million followers received 546,000 views. This result was not previously recorded by any monitoring system.
Representative work: “Claude has an incredible talent for animation #AI #Claude #editing #animation…” · TikTok · 546,000 views · Author has 2,969 followers ·https://www.tiktok.com/@artemnovitckii/video/7703137175361080594
Representative work: “How to Create Viral Animated Short Films Using Claude (Complete Guide…)” · YouTube · 405,000 views · Author has 6,430 followershttps://www.youtube.com/watch?v=OtbLL6OBNE4
Representative work: “How To Create Anonymous YouTube Shorts Using Claude (Free Tutorial…)” · YouTube · 210,000 views ·https://www.youtube.com/watch?v=n1N_ZIP5x3M
This topic has been traced back to its origin; you can use the code “radar_topic_origin” to find out where it first came from.

[Ascending in Popularity] Character-Based Version of “Trouble Maker” (in terms of content theme)

Replace various film and television characters, internet personalities, and AI-generated anthropomorphic characters into the same dance performance for two performers. The combination of familiar characters with unexpected pairings enhances recognition value and promotes creative reinterpretations and sharing.
Data: 4 videos; 4 accounts are involved in producing these videos; a total of 8.77 million views have been recorded; the highest number of views for a single video is 4.356 million; platform: Bilibili.
Best-selling small accounts: 109,000; individual ads on粉色 accounts generated 4.356 million views each.
Basis for judgment: When searching for “Trouble Maker” on Bilibili, an average of 51.0 searches are recorded per day in the past 7 days, which is 3.42 times higher than before; this activity is being carried out by 4 different accounts; in addition, one of these subsidiary accounts has achieved remarkable results: an account with 109,000 followers received a total of 4.356 million views for just one post. Radar has been tracking this phenomenon since October 23, 2026.
Representative work: "Milk Dragon & Bean Bread 'Trouble Maker': The Token is Gone [AI MV Competition]" · Bilibili · 4.356 million views · Author has 109,000 followershttps://www.bilibili.com/video/BV1stsZ6iESz
Representative work: "Station Master Wu & Sister Mei's 'Trouble Maker' [AI MV Competition]" · Bilibili · 3.51 million views · The author has 100,000 followers.https://www.bilibili.com/video/BV1dEsX6TEGx
Representative work: “⚡️Eida Wang & Leon’s ‘Trouble Maker’ ⚡️ [AI Music Video Contest]” · Bilibili · 629,000 views ·https://www.bilibili.com/video/BV1RBxq6wEqg
This topic has been traced back to its origin; you can use the code `radar_topic_origin` to find out where it first appeared.

[Ongoing] Open Call for Contributions from All Citizens (Platform Initiative)

The films submitted for consideration cover various genres, including horror, history, drama, comedy, and feature sequels, with many of these works achieving high viewing rates. The event tags are currently being used to direct viewers towards the original short films that have achieved a relatively high level of completion.
Data: 20 videos; 18 accounts are involved in producing these videos; a total of 33.151 million views have been recorded; the highest number of views for any single video reached 7.43 million; all these videos are uploaded on Bilibili.
A hit for smaller accounts: For the account with 6,329 followers, each individual post generated 3.56 million views.
Basis for judgment: When searching for “National Producer” on Bilibili, it was found that among the top 20 videos with the highest number of views in the past 53 days, all 20 titles contained this term; in the past 7 days, 19 out of 20 videos still included it. This phenomenon has persisted throughout; 18 different accounts have been using this term in their videos. Moreover, some smaller accounts have achieved remarkable success—for example, an account with 6,329 followers had a single video that received 3.56 million views. Radar has been tracking this trend since October 28, 2026.
Representative work: “The Bamboo Forests of Yunnan and Burma in 1944: How the Expeditionary Force tricked the Allied forces into eating tiger skin bamboo shoots, while those with oily hands played the flute in such a demonic way [AI Community Producer]” · Bilibili · 7.43 million views · Author has 245,000 followers ·https://www.bilibili.com/video/BV1q8x56uEDU
Representative work: "You, who’re constantly engaged in battles with life, how long has it been since you last logged in? This video is dedicated to all of us who grew up alongside games. [AI for Everyone as Creators]" · Bilibili · 3.56 million views · Author has 6,329 followershttps://www.bilibili.com/video/BV1uGxj68EKt
Representative work: "Run Hun Zi Collection 1-5: Exclusive Edition [AI Community Producer]" · Bilibili · 2.515 million views · Author has 94,000 followershttps://www.bilibili.com/video/BV1zRx76SEJQ

[Ongoing] AI Music Video Competition (Platform Event)

The entries mainly consisted of videos featuring character substitutions, parodies of famous personalities, and duet dance music videos; many of them achieved high views and numerous likes. The use of a unified competition tag has helped to increase the visibility of these songs and the combinations of characters involved in them.
Data: 5 videos; 5 accounts are involved in producing these videos; a total of 9.038 million views have been recorded; the highest number of views for any single video is 4.356 million; the platform is Bilibili.
Best-selling small accounts: 109,000; individual ads on pink-themed accounts generated 4.356 million views each.
Basis for judgment: When searching for “MV Competition” on Bilibili, it was found that among the top 20 videos with the highest number of views in the past 53 days, 17 of them had this term in their titles. In the past 7 days, it still appeared in the same number of videos; in fact, this practice has been ongoing for some time. Five different accounts were involved in producing these videos. Moreover, one of these secondary accounts achieved remarkable success, with a single video receiving 4.356 million views on an account that had only 109,000 followers. Radar has been tracking this phenomenon since November 3, 2026.
Representative work: "Milk Dragon & Bean Bun 'Trouble Maker' Token Gone [AI MV Competition]" · Bilibili · 4.356 million views · Author has 109,000 followershttps://www.bilibili.com/video/BV1stsZ6iESz
Representative work: "Station Master Wu & Sister Mei's 'Trouble Maker' [AI MV Competition]" · Bilibili · 3.51 million views · Author has 100,000 followershttps://www.bilibili.com/video/BV1dEsX6TEGx
Representative work: “⚡️Aida Wang & Leo’s ‘Trouble Maker’ ⚡️ [AI Music Video Competition]” · Bilibili · 629,000 views ·https://www.bilibili.com/video/BV1RBxq6wEqg

[Ongoing] DeepSeek’s “fat fish” metaphor and its use in anthropomorphic representations (in terms of content and theme)

Reimagining DeepSeek as a massive blue fish, it forms a whimsical universe together with characters like DouBao and Claude. Concepts such as time travel, component assembly, chip parasitism, and even “business whaling” continue to expand the creative potential of these character designs.
Data: 7 videos; 7 accounts participated in their production; a total of 6.039 million views were recorded; the highest number of views for any single video was 2.134 million; all these videos were uploaded to Bilibili.
A hit product for smaller accounts: The 841 pink version generated 422,000 views per individual post.
Basis for judgment: When searching for “Da Fei Yu” on Bilibili, it was found that among the top 20 videos with the highest views in the past 53 days, 14 of these videos had this term in their titles. In the past 7 days, 7 videos still included this term in their titles; this phenomenon has existed since the beginning. Seven different accounts have been using this term in their videos. Moreover, one of these accounts with a smaller following achieved particularly high views: a video posted by this account with 841 followers received 422,000 views alone. Radar has been tracking this trend since October 23, 2026.
Representative work: "What if I traveled back to 2018 with Dou Bao, the huge blue fish, and a bunch of other AI characters... [Collection 1-5]" · Bilibili · 2.134 million views · Author has 19,000 followershttps://www.bilibili.com/video/BV1xixi6yELU
Representative work: "When the AI crisis breaks out and various AI systems take control of the world... belike:" · Bilibili · 920,000 views ·https://www.bilibili.com/video/BV1Duxj6hEiQ
Representative work: "The fat fish cuts itself into five pieces; Sister Dou uses a reverse technique to perform an incredible assembly." · Bilibili · 911,000 views ·https://www.bilibili.com/video/BV1DRsd6gEqT

[Ongoing] Anime series featuring anthropomorphic kittens (in terms of content theme)

Cute cat characters attract viewers through short animated clips lasting around one minute, and many of these works have achieved high viewing counts. The presence of similar accounts and unified tags indicates that this format is ideal for serial publication on a large scale.
Data: 6 videos; 5 accounts are involved in producing these videos; a total of 16.043 million views have been recorded; the highest number of views for any single video is 4.375 million; platform: TikTok.
Best-selling accounts on smaller platforms: For accounts with 14,000 followers, the average number of views per post was 2.772 million.
Basis for judgment: By searching “AI cat cartoon” on YouTube, it was found that among this year’s related videos, 11 titles matched the search criteria. One of these videos was posted within the past 10 days, while the earliest one dates back 270 days. Five different accounts were responsible for producing these videos. Additionally, one subsidiary account achieved remarkable success: a channel with only 14,000 followers received 2.772 million views for this single video. Radar has been tracking these developments since October 23, 2026.
Representative work: “AI #Cat #Kitty #FYPViral #ForYou #ViralVideos #CuteCat #T…” · TikTok · 4.375 million views · Author has 88,000 followers ·https://www.tiktok.com/@kittypak62/video/7703250950928076063
Representative work: “AI #Animation #FYPViral #ForYou #ViralVideos #Trending #H…” · TikTok · 3.422 million views · Author has 65,000 followers ·https://www.tiktok.com/@km040277lg4/video/7703222418428529950
Representative works: “AI #Cat #Kitty #FYPViral #ForYou #ViralVideos #CuteCat #T…” · TikTok · 2.772 million views · Author has 14,000 followers ·https://www.tiktok.com/@uk.user622/video/7703759649325075743

[Continuing] Fruit-based Anthropomorphic Series (Content Theme)

Fruit-themed characters have been incorporated into rescue, reversal, and sequential storylines. Multiple accounts have continuously produced content featuring these characters, resulting in high viewership numbers. The short duration of these episodes, the intense conflicts they involve, and the well-defined character universe are the main attractions of these stories.
Data: 9 videos; 5 accounts are involved in producing these videos; a total of 30.711 million views have been recorded; the highest number of views for any single video is 10.063 million; platform: TikTok.
A popular smaller account: 15,000 views for a single post; 1.45 million views in total for its broadcasts.
Basis for judgment: Search “AI fruit story” on YouTube. Among this year’s related videos, 12 titles match the criteria; one of these videos was posted within the last 10 days, while the earliest one was uploaded 180 days ago. Five different accounts are producing these videos. One of these secondary accounts has achieved remarkable success: a account with only 15,000 followers received 1.45 million views for a single video. Radar has been tracking this trend since October 23, 2026.
Representative work: “AI #AICartoon #FruitStories #FruitCartoon #FruitAnimation.” · TikTok · 10.063 million views · Author has 295,000 followers.https://www.tiktok.com/@aivideocr3/video/7701605304160521503
Representative works: “AI #AITrend #MillionViews #video #100k #aivideoeditor #AI…” · TikTok · 5.41 million views · Author has 181,000 followers ·https://www.tiktok.com/@real_mindset35/video/7702521207815458078
Representative works: “Mad with Cantina #Rescue #AI #Cartoon #AI Videos #FruitStory…” · TikTok · 5.064 million views · Author has 295,000 followers ·https://www.tiktok.com/@aivideocr3/video/7702276481027771678

[Ongoing] Hindi-language animated series about vegetables and family life (in terms of content theme)

Vegetables such as potatoes, cauliflower, and radishes are personified as family members, and stories centered around cooking, romance, selling goods in markets, and starting businesses are told through their adventures. The fixed characters face everyday challenges, making the series suitable for ongoing serialization.
Data: 4 videos; 3 accounts are involved in the production; a total of 3.346 million views; the highest number of views for any single video is 1.21 million; platform: YouTube.
A popular small account: For accounts with 2,080 followers, each post generated 1.183 million views.
Basis for judgment: Search “Hindi vegetable family” on YouTube. Among this year’s related videos, 10 titles match the search criteria; one of these videos was posted within the past 10 days, while the oldest one dates back 330 days. Three different accounts are producing these content videos. One of these accounts has achieved remarkable success: a video created under this account received 1.183 million views. The “Radar” account has been tracking these developments since October 23, 2026.
Representative work: “🥔 Aloo Turns into a Fisherman! Falling in Love with Gajar While…” · YouTube Shorts · 1.21 million views · Author has 7,200 followers ·https://www.youtube.com/watch?v=3CubhrZWI6Y
Representative work: “Poor Potato Made Chole Bhature With Mother Cauliflower and…” · YouTube · 1.183 million views · Author has 2,080 followers ·https://www.youtube.com/watch?v=-yowIyQhEc4
Representative work: “Ghareeb Aloo Bana Apni Bus Service Ka Malik! 🚌🥔” · YouTube · 522,000 views ·https://www.youtube.com/watch?v=KiVtaQXenlw

[Ongoing] The Old Sour Cabbage Man and the Cow’s Revenge Story (Genre/Theme)

The old man who loves pickled vegetables forms an absurd emotional relationship with Snowflake and the girl named Niu. The plot involves transformations, betrayals, and acts of revenge. By personifying food and incorporating melodramatic twists, these elements make the character designs themselves become effective tools for attracting viewers’ attention.
Data: 2 videos; 1 account is involved in the production; a total of 2.085 million views; the highest number of views for a single video is 1.46 million; platform: Bilibili.
Best-selling small accounts: 11,000; individual pink-colored accounts generated 1.46 million views each.
Basis for judgment: When searching for “Sour Cabbage Old Man” on Bilibili, none of the top 9 videos with the highest number of views in the past 53 days had this term in their titles. However, in the past 7 days, 2 videos did include it. Additionally, a smaller account went viral: an account with only 11,000 followers achieved 1.46 million views for a single video. Radar has been tracking this since November 2, 2026.
Representative work: “Can an old man who eats pickled vegetables and beef turn into a muscular guy? #AI comic #AI short drama #Plot #Abstract art” · Bilibili · 1.46 million views · Author has 11,000 followershttps://www.bilibili.com/video/BV1aLxF6pEe3
Representative work: “Can Snowflakes and the Cow Girl overcome all the obstacles posed by that pickled cabbage-loving old man and succeed in their revenge? #AI short dramas #AI comic dramas #Animation #Plot” · Bilibili · 626,000 views ·https://www.bilibili.com/video/BV1VZxi68Eoo

[Ongoing] Mythological Characters: Fire Racing Tournament (Theme and Content)

Let Rudra and Shiva compete in a car race, constantly upgrading their vehicles with flaming designs and magical helmets to make the competition more intense. The fixed opponents, consecutive episodes, and changing equipment create a structure that is perfect for children to follow and enjoy.
Data: 2 videos; 1 account is involved in the production; a total of 1.116 million views; the highest number of views for any single video is 769,000; platform: YouTube.
A hit product for smaller accounts: For accounts with 1,050 followers, each post generated 769,000 views.
Basis for judgment: A smaller account achieved impressive results – a single video on that account generated 769,000 views; the radar system began tracking this account on November 3, 2026.
Representative work: “Who Will Win? Rudra vs Shiva 🚲🔥 | The Ultimate Flying Fire Bike…” · YouTube · 769,000 views · Author has 1,050 followers ·https://www.youtube.com/watch?v=KmLD_geZeBY
Representative work: “Who Will Win? Rudra vs Shiva 🚲🔥 | Shiva’s Magical Helmet! 🏁 | P…” · YouTube · 347,000 views ·https://www.youtube.com/watch?v=0cMyrPq44o4

[Ongoing] Maleficent gender transformation-themed animated series

The story is centered around the Malefoy character after their gender transition, and it presents this tale from the perspective of that character. The fact that a single such work has received high views on smaller social media accounts demonstrates that the concept of a well-known character undergoing gender transformation, combined with an atmospheric narrative style, possesses considerable appeal.
Data: 1 video; 1 account is involved in the production; a total of 847,000 views have been achieved; the highest number of views for any single video also amounts to 847,000; platform: YouTube.
A popular smaller account achieved 847,000 views per post when using the pink theme.
Basis for judgment: A smaller account achieved remarkable results: The pink-colored account generated 847,000 views in a single post; the radar system began tracking this account on October 23, 2026.
Representative work: “Winter with Her | Draconia Malfoy from Harry Potter’s Perspective (…)” – YouTube; 847,000 views; Author has 3,310 followers.https://www.youtube.com/watch?v=QmC21Kd5ktg

[Observation] English Female Dramas Produced by Major Studios (Content Genre)

Using the themes of abandoning a wife, saving one's sister, possessing miraculous healing abilities, engaging in a sudden marriage, and belonging to a wealthy family as the core elements of the story, this concept can be developed into an English-longform AI-produced short drama. The title immediately conveys the entire narrative of this dramatic turnaround, making it ideal for extended viewing sessions and continuous twists and turns in the plot.
Data: 4 videos; being produced by 3 accounts; a total of 2.661 million views; the highest number of views for any single video was 1.088 million; platform: YouTube.
Best-selling smaller accounts: 29,000; for pink-colored accounts, the average revenue per post reaches 1.088 million views.
Basis for judgment: When searching for “AI billionaire romance” on YouTube, it was found that among this year’s related videos, less than three had titles that accurately reflected the content; it was impossible to determine whether these videos were new or old. Three different accounts were producing these videos, and one of these smaller accounts achieved remarkable success, with a single video receiving 1.088 million views on an account that originally had only 29,000 followers. Radar previously did not have any records of these videos.
Representative work: “[FULL] She took a night nanny job to save her sister—Now the…” · YouTube · 1.088 million views · Author has 29,000 followers ·https://www.youtube.com/watch?v=yss2T5yVKqo
Representative work: “He Left His Pregnant Wife for a Rich Woman… Her Unborn Baby…” · YouTube · 641,000 views · Author has 26,000 followers ·https://www.youtube.com/watch?v=gkRXl9lDReY
Representative work: “She Saved a Billionaire When She Was a Child… Now She’s the Miracle Worker…” · YouTube · 531,000 views ·https://www.youtube.com/watch?v=nZsnlayUnJo

[Observation] The story of the dessert-loving girl who got injured (content theme)

By combining the image of girls with that of desserts, the story successively explores themes of poverty, suffering, and emotional struggles. Similar titles and recurring characters create a sense of continuity as the story unfolds, while rhetorical questions are used to encourage viewers to guess the identities of the characters involved.
Data: 3 videos; 1 account is involved in producing these videos; a total of 3.016 million views have been recorded; the highest number of views for any single video is 1.058 million; Platform: TikTok.
Best-selling smaller accounts: 43,000; individual ads for pink-themed accounts: 1.058 million views each.
Basis for judgment: When searching on YouTube for “injured dessert girl”, less than three videos this year had titles that matched the search term, and it was impossible to determine whether these videos were new or old. However, a smaller account went viral: a profile with only 43,000 followers achieved 1.058 million views for a single video. This account was not previously recorded in any radar reports.
Representative work: “The poor injured girl #fyp #AI #history #emotionalstory #de…” · TikTok · 1.058 million views · Author has 43,000 followers ·https://www.tiktok.com/@kateshift12/video/7703886050992737567
Representative work: “What dessert do you think she is? #fyp #AI #emotion…” · TikTok · 981,000 views · Author has 43,000 followers ·https://www.tiktok.com/@kateshift12/video/7702393262463569182
Representative work: “The Injured Girl #fyp #AI #History #EmotionalStories #Dessert” · TikTok · 977,000 views · Author has 43,000 followers ·https://www.tiktok.com/@kateshift12/video/7703507435323018526

[Observation] Comparing children in the past with those today in terms of the subjects and themes they deal with.

By making a parallel comparison between children in the past and those today, generational differences can be turned into short comedic sketches. The fact that the same title structure is repeatedly used by different accounts indicates that such nostalgic content based on comparative approaches is easily understood and shared by users.
Data: 2 videos; 2 accounts are involved in producing these videos; a total of 2.149 million views have been recorded; the highest number of views for any single video is 1.28 million; platform: Bilibili.
Small-account hit: 19,000 for individual accounts using the pink theme; 1.28 million views for those using this theme.
Basis for judgment: When searching on Bilibili for the term “children in the past”, among the top 20 videos with the highest views in the past 53 days, 7 of these videos had this term in their titles; in the past 7 days, this number has increased to 11. There was also a case where a smaller account achieved remarkable success: an account with only 19,000 followers received 1.28 million views for a single video. Moreover, this term had never been recorded in our data before.
Representative work: "A Compilation of How Today’s Children Differ from Those in the Past" · Bilibili · 1.28 million views · The author has 19,000 followers.https://www.bilibili.com/video/BV17wxr6VExo
Representative work: “Children in the Past vs. Children Today [AI-powered Mass Creator Platform]” – Bilibili; 870,000 views; Author has 24,000 followers.https://www.bilibili.com/video/BV1e3x16XE2o

[Observation] Vidu's Choices of Topics for the Postgraduate Entrance Examination

Using Vidu to generate various candidates for postgraduate entrance exams allows viewers to make choices in a simulated context. Although this work originated from a smaller-scale account, it achieved remarkable popularity, demonstrating that examination scenarios and interactive choice structures possess great potential for generating engagement.
Data: 1 video; 1 account is involved in the production; a total of 1.363 million views have been recorded; the highest number of views for any single video also amounts to 1.363 million; platform: Bilibili.
A hit for the smaller account: The 71-color version of this product generated 1.363 million views per individual post.
Basis for judgment: A smaller account achieved remarkable results – a single video on the account with the nickname “71 Pink” received 1.363 million views; this account had never been recorded in the radar system before.
Representative work: "Please Choose Your Competitor for the Postgraduate Entrance Examination (This video was generated by Viduq4)" · Bilibili · 1.363 million views · Author has 71 followers ·https://www.bilibili.com/video/BV1YS42197EJ

[Observation] The extremely lengthy manga-style narrative of the MC Country’s Fate副本 (in terms of content and theme)

Place the protagonist in the MC National Fortune副本 and use the overwhelming victories achieved within this mode as the key element of excitement, to create a long-form comic series. With its exceptionally long duration and clearly themed episodes featuring decisive victories, this content has managed to achieve high viewing numbers, even from users with smaller accounts.
Data: 1 video; 1 account is involved in the production; a total of 1.503 million views; the highest number of views for any single video also amounts to 1.503 million; platform: Bilibili.
A hit product for smaller accounts: For each account using the pink version of this product, 1.503 million views were achieved.
Basis for judgment: A smaller account achieved remarkable results – the pink-colored account generated a revenue of 1.503 million yuan from a single playback. This kind of performance had never been recorded before using the radar system.
Representative work: "While others struggle to survive, I dominate every single module in the ‘MC National Fortune’ mode!!!" · Bilibili · 1.503 million views · Author has 7,076 followers ·https://www.bilibili.com/video/BV1iKxF6bEVK

November 4th · X Hot Discussion

【Hot Discussion】Karpathy’s Self-Built HackerTube (Tutorial on How to Use It)

Dissatisfied with YouTube’s recommendation system, Karpathy used Claude to filter through a vast amount of comments and created HackerTube. Subsequently, Chinese creators followed this approach and launched AnliBili, proving that the concept of “rebuilding content recommendations based on discussion data” can be easily applied to other platforms as well.
Data: 4 highly interactive tweets from 4 different accounts, with a total of 4.977 million views.
Basis for judgment: 4 highly interactive tweets from 4 different accounts, with a total of 4.977 million views; searches on X for the latest posts related to “HackerTube” revealed 7 tweets within 36 hours, posted by 7 different accounts; Radar has been tracking these activities since November 2, 2026.
Representative tweet: “Weekend hack: HackerTube. I was frustrated by YouTube’s recommendations, so I decided to use Claude…” · Andrej Karpathy @karpathy · 4.825 million views ·https://x.com/karpathy/status/2116957135661945283
Representative tweet: “Karpathy just demonstrated what true individual superproductivity looks like. With the help of Opus 5.5, he managed to process 43 million pieces of discussion data in just two hours and build a fully functional video platform from scratch – that’s absolutely incredible…” · AYi @AYi_AInotes · 70,000 views ·https://x.com/AYi_AInotes/status/2117102802430259408

【Hot Discussion】The Creator Model (Tool Model) of DeepSeek

The DeepSeek Harness has launched the Creator Mode, allowing users to transform their ideas into functional plugins using natural language. These plugins can be applied in various scenarios, including design workspaces, note-taking tools, gaming applications, 3D visualization software, and video editing platforms. Some users have already begun testing these features and have reported issues related to recognition algorithms and WebGL support.
Data: 4 highly interactive tweets from 4 different accounts, with a total of 2.329 million views.
Basis for judgment: Four highly interactive tweets from four different accounts, with a total of 2.329 million views; A search on X for the latest tweets related to “DeepSeek Harness Creator Mode” revealed 19 tweets posted within 24.4 hours, all from 19 different accounts; None of these accounts had been previously recorded by the radar system.
Representative tweet: “Your Harness – You Define It. Discover Creator Mode in DeepSeek Harness and turn your ideas into practical plugins…” · DeepSeek Harness @DeepSeekHarness · 2.227 million views ·https://x.com/DeepSeekHarness/status/2117256196227019194
Representative tweet: “Damn, Liang Sheng is really amazing – stand up!! DeepSeek has launched another impressive feature: the DeepSeek Harness is now officially available in Creator Mode. From designing your projects in a dedicated workspace to creating 3D visualizations, you can bring your ideas to life in just one sentence…” · AYi @AYi_AInotes · 60,000 views ·https://x.com/AYi_AInotes/status/2117292792833597818

【Hot Discussion】Fable: Pure Code-Based Animation (Tool Model)

The pure-code animations generated by Fable continue to go viral. What makes them so popular is the fact that they can be created in one go, with a relatively high level of completion, without the need for traditional image or video generation models. Chinese creators have already begun to reproduce works in the Ghibli style and are sharing tips on how to do so.
Data: 3 highly interactive tweets from 3 different accounts; a total of 1.585 million views.
Basis for judgment: Three highly interactive tweets from three different accounts, with a total of 1.585 million views; searches on X for the latest tweets related to “Fable 5.5” revealed 16 tweets posted within 33.6 hours by 14 different accounts; Radar has been tracking these activities since November 3, 2026.
Representative tweet: “Fable 5.5: The development of video and image-related models has come to an end 🤯 This video was created entirely through code; someone managed to complete it in just one attempt…” · Chetaslua @chetaslua · 1.53 million views ·https://x.com/chetaslua/status/2117169796290916732
Representative tweet: “Holy crap, guys – this is pure code!!! It’s the effect achieved using Fable 5.5! So what really beats Seedance isn’t some new video model at all. Here are the hints👇” · Lin YuejiCheer @cheerselflin · 30,000 views ·https://x.com/cheerselflin/status/2117198753073680509

[Hot Discussion] REA Reverse Engineering Suite (Open-source Repository)

The authors of REA have released a series of GitHub repositories that can be used to build a reverse engineering environment for Coding Agent, covering the entire process from analysis to clean-room refactoring. The discussion also addressed the limitations imposed by Claude on REA, as well as how some people have utilized this framework to restructure products such as meeting minutes.
Data: 7 highly interactive tweets from 7 different accounts, totaling 926,000 views.
Basis for judgment: 7 highly interactive tweets from 7 different accounts, with a total of 926,000 views; searches on X for the latest tweets related to “REA” yielded 11 posts within 36 hours, all from 8 different accounts; none of these accounts had been previously recorded by the radar system.
Representative tweet: “This is actually fucking dangerous… The creator of REA just released 20 new versions of Gi…” · Posted by @robiartec · 351,000 views ·https://x.com/robiartec/status/2116945895015231669
Representative tweet: “🚨 This is going to ruin some people’s careers. A developer just released a free skill for Claude named ‘Teardo…’” · Nyxera @Nyxera0x · 307,000 views ·https://x.com/Nyxera0x/status/2117320669838880781

【Hot Discussion】Recruitment for Research Residents at Anthropic (Project Opportunities)

Anthropic is accepting applications for paid, fixed-duration research residency programs, open to applicants with both academic and technical backgrounds. The high number of views and favorites indicates that these programs are considered valuable opportunities to gain access to cutting-edge model research and the Anthropic community.
Data: 2 highly interactive tweets from 2 different accounts; a total of 13.861 million views.
Basis for judgment: Two highly interactive tweets from two different accounts, with a total of 13.861 million views; A search on X for the latest tweets related to “Anthropic Residency” revealed 18 tweets posted within 21.4 hours by 18 different accounts; None of these accounts had been previously detected by the monitoring system.
Representative tweet: “Applications are now open for the Anthropic Residency, a paid, fixed-term research program…” · Anthropic @AnthropicAI · 13.228 million views ·https://x.com/AnthropicAI/status/2117343929960112486
Representative tweet: “Unlimited access to Claude Fable 5.5, plus half a million dollars per year… Hurry up and apply now!” · Vishal Singh @vishalsingh2972 · 633,000 views ·https://x.com/vishalsingh2972/status/2117350003052323137

【Hot Discussion】Seedance’s creations continue to go viral (play tutorials)

Seedance’s works continue to be widely shared in the forms of character shorts, romantic storylines, fantasy scenarios, and high-fidelity vertical videos. Some creators have also made their production guidelines and costs publicly available. The focus of current discussions has shifted from merely showcasing visual quality to aspects such as continuous action sequences, performance arrangements, and the possibility of producing large quantities of content at low costs.
Data: 17 highly interactive tweets from 13 different accounts, with a total of 819,000 views.
Basis for judgment: 17 highly interactive tweets from 13 different accounts, with a total of 819,000 views; searches on X for the latest tweets related to “Seedance 2.5” revealed 14 tweets within 36 hours, also posted by 13 accounts; Radar has been tracking these developments since October 25, 2026.
Representative tweet: “This AI-generated video is truly incredible 🔥 Malfoy is absolutely going crazy… Sort of like ‘Seedance 2.5’ but in a different way.” · Lex @lexx_aura · 196,000 views ·https://x.com/lexx_aura/status/2117598720988418253
Representative tweet: “This AI-generated video is incredible 🔥 Malfoy has ‘found’ a boyfriend… Harry Seedance 2.5” · Yaseen Khan Gul @YaseenK7212 · 121,000 views ·https://x.com/YaseenK7212/status/2116873301217943696

【Hot Discussion】Expansion of the Code Video Skills Library (Open-source Repository)

Creators have begun integrating repositories such as Remotion, Blender, FFmpeg, and GSAP, along with Claude Skill, into complete video production workflows that cover topic selection, research, voiceover recording, animation creation, editing, and final output. Compared to using single prompts, these reusable skill sets are increasingly becoming the new standard for coding-related video production processes.
Data: 6 highly interactive tweets from 6 different accounts; a total of 294,000 views.
Basis for judgment: Six highly interactive tweets from six different accounts, with a total of 294,000 views; searches on X for the latest tweets related to “Claude Code” revealed 14 tweets within 36 hours, posted by 14 different accounts; Radar has been tracking these updates since October 23, 2026.
Representative tweet: “Does your AI-generated video look cheap? Just send these 14 sets of HyperFrames to Opus 5.5 – tools like Blender and Remotion can also be used…” · Florence @flxrnc · 119,000 views ·https://x.com/flxrnc/status/2117318336837017846
Representative tweet: “Holy shit… Opus 5.5 has completely replaced those free, open-source repositories of Premiere Pro 11 that used to perform all those functions…” · rari🈀 @0xwhrrari · 99,000 views ·https://x.com/0xwhrrari/status/2117240315069276186

【Hot Topic】Archon’s Automatic Editing Function (Tool Model)

Archon is described as a video-based model that can directly convert raw materials into fully edited videos, with a strong emphasis on zero-sample processing. For video creators, it is particularly noteworthy that this model advances its capabilities from simply generating individual shots to truly understanding the underlying materials and creating complete videos.
Data: 1 highly interactive tweet · 1 account · A total of 519,000 views
Basis for judgment: 1 highly interactive tweet from 1 account, with a total of 519,000 views; searching on X for the latest tweets related to “Archon” revealed that 15 such tweets were posted within 26.0 hours by 15 different accounts; these accounts had not been previously recorded in the radar system.
Representative tweet: “Introducing Archon – a video-based foundation model that can directly process raw footage to create finished videos…” · Selendis @SelendisAI · 519,000 views ·https://x.com/SelendisAI/status/2117663093194998089

【Hot Discussion】Updates to the interface developed by Claude (tool model)

The message threading feature of the Claude Messages API has entered public testing phase, and it now allows sessions to be cached on the server side. The plugin also enables automatic connection to eligible MCP services when a user logs in. These updates continue to simplify the integration process for multi-session agents and plugin products.
Data: 3 highly interactive tweets from 1 account, totaling 1.355 million views.
Basis for judgment: 3 highly interactive tweets from 1 account, with a total of 1.355 million views; searches on X for “Claude API” revealed 11 latest tweets within 36 hours, posted by 11 different accounts; no previous records of these accounts in the radar system.
Representative tweet: “Message threads are currently in public beta within the Messages API. This API allows you to cache your conversations…” · ClaudeDevs @ClaudeDevs · 772,000 views ·https://x.com/ClaudeDevs/status/2117332449382510884
Representative tweet: “Users can now automatically connect plugins whenever they log in to Claude, thanks to MCP servers that enable this functionality…” · ClaudeDevs @ClaudeDevs · 318,000 views ·https://x.com/ClaudeDevs/status/2117680635561312732

[Hot Discussion] Expansion of the Opus 3D Workflow (Tutorial)

Creative developers use Opus in conjunction with 3D tools to create action games, aeronautical engines, and open-world projects related to their hometowns. These cases cover various aspects such as modeling, complex mechanical structures, and game development, demonstrating how code-based agents are increasingly being integrated into more comprehensive 3D production processes.
Data: 3 highly interactive tweets from 3 different accounts; a total of 58,000 views.
Basis for judgment: Three highly interactive tweets from three different accounts, with a total of 58,000 views; searches on X for the latest tweets related to “Claude Opus 5.5” yielded 13 tweets within 36 hours, posted by 13 different accounts; Radar has been tracking these updates since November 1, 2026.
Representative tweet: “I used Opus 5.5 and Tripo 3D to create an action game similar to Genshin Impact within just 24 hours! (Maybe the title is a bit sensational, but it really impressed me greatly.) This game was actually the result of my participation in an offline workshop a few days ago…” · Nenly @Nenlyonis · 26,000 views ·https://x.com/Nenlyonis/status/2117253593371922601
Representative tweet: “This is undoubtedly one of the most dangerous and violent ways to play Claude Code. Overseas developers used the open-source tool machine-skill, along with just one line of instructions, to make Claude Code create a sequence that contained 3,597…“ · CF Changfeng @cfenghub · 22,000 views ·https://x.com/cfenghub/status/2117404388041835005

【Hot Discussion】Grok Operates a Domestic Content Platform (Game Tutorials)

New MCPs and skills have been developed to enable the Grok Bot to operate on domestic content platforms such as REDnote, Douyin, Bilibili, WeChat official accounts, and Zhihu. Creators are now focusing more on cross-platform publishing, operation, and automated execution of their content creation efforts.
Data: 2 highly interactive tweets from 1 account, with a total of 116,000 views.
Basis for judgment: Two highly interactive tweets from one account, with a total of 116,000 views; searches on X for the latest tweets related to “Grok Bot” revealed 19 tweets posted within 32.5 hours by 19 different accounts; Radar has been tracking these activities since October 23, 2026.
Representative tweet: “Grok Bot can now automatically operate on REDnote. I’ve found another 5 excellent MCPs and skills. Previously, I shared how Grok Bot was integrated with domestic services like Meituan, Luckin Coffee, and Didi. Who would have thought that after continuing my searches, I’d discover even more…” · Student Xiaomo @xiaomovps · 108,000 views ·https://x.com/xiaomovps/status/2117268289038770660
Representative tweet: “Grok Bot can also help you manage WeChat official accounts and Zhihu. Here are 5 MCPs and skills that are really worth keeping in mind. Earlier, I shared how Grok Bot can be integrated with domestic platforms like REDnote, Douyin, and Bilibili… I never expected the amount of feedback I received regarding that post…” · Student Xiaomo @xiaomovps · 7,864 views ·https://x.com/xiaomovps/status/2117629471809487189

[Attention] The incident of people entering Song Province armed with weapons has caused a surge in public attention (hot topic).

The AI-produced short drama “Entering Song Dynasty with Weapons” has sparked discussions due to its high viewership numbers and estimated commercial success. It was revealed that this drama was created by a relatively small team, using a production model where one individual oversees the entire process—from conceptualization to final delivery—demonstrating that even local, small-scale teams can produce short dramas with wide appeal.
Data: 2 highly interactive tweets from 2 different accounts; a total of 186,000 views.
Basis for judgment: Two highly interactive tweets from two different accounts, with a total of 186,000 views; searches on X for the latest tweets related to “Entering Song Dynasty with Weapons” yielded 11 posts within 36 hours, all from 11 different accounts; no previous records of such activity had been detected by the monitoring system.
Representative tweet: “Holy crap!!! This is absolutely amazing! The AI-generated short drama ‘Entering Song Dynasty with Weapons’ has received over 4 billion views in just these two days. It’s literally crushing traditional live-action films and TV shows! Based on these viewership figures, the estimated revenue from this project could range between 4 million and 10 million yuan. I checked who produced this…”. · Xianren Zhang Dashuai (@xi_fen6510tui) · 116,000 views ·https://x.com/xi_fen6510tui/status/2117572104363377137
Representative tweet: “The AI-produced short drama ‘Entering Song Dynasty with Weapons’ will launch its first season at the end of July 2026. The drama achieved a peak popularity of 82 million views and had over 6 billion views in total; the completion rates for subsequent seasons have remained stable at over 70%. The team consists of around ten people, and the chief director is He Xiushan.…” · Xiangyang Qiaomu @vista8 · 69,000 views ·https://x.com/vista8/status/2117508130431283416

[Attention] High-quality AI short films are emerging (hot topic).

AI shorts such as "Azhu's Language of Flowers" and "Mission Impossible" gained popularity due to their settings, storyboards, cinematography, and character performances. The latter even won an award for animation directing. Discussions indicate that the criteria for evaluation are shifting from merely focusing on the visual aspect of the films to taking into account the overall narrative structure, visual style, and the director's skills.
Data: 2 highly interactive tweets from 2 different accounts; a total of 212,000 views.
Basis for judgment: Two highly interactive tweets from two different accounts, with a total of 212,000 views; searches on X for the latest tweets related to “Mission Must Be Accomplished” yielded 8 posts within 36 hours, posted by 7 different accounts; Radar has been tracking these activities since October 24, 2026.
Representative tweet: “The creativity of the people is truly limitless! I’ve once again come across something amazing here. This is definitely the most artistically crafted AI short drama I’ve ever seen – its concept is completely original and it’s absolutely stunning! The cinematography is breathtaking, and the plot is intense and exciting too! AI Short Drama: The Language of Flowers by Aqiu” · Judge with the Scythe @rngzhwn199456 · 199,000 views ·https://x.com/rngzhwn199456/status/2116929507991114217
Representative tweet: “An elderly postman rides a bicycle through countless dangers just to deliver one letter. The AI short film ‘Mission Accomplished’ won the Best Director in the Animation category at the Talanas Angels Awards. The quality of this work is truly outstanding: the control of characters’ expressions is meticulous, the storyboarding is refined, and the surreal artistic style is truly impressive…” · Zero Point Drift @karanwithai · 14,000 views ·https://x.com/karanwithai/status/2117410020304572697

[Follow] Elementary school English skits are quickly gaining popularity – project opportunities available.

A new Douyin account transformed elementary school English textbooks into short dramas, attracting a large number of parents in a short period of time. This example demonstrates how the combination of textbook content, narrative storytelling, and targeted targeting of parents can lead to both initial success in gaining followers and potential for future monetization.
Data: 1 highly interactive tweet · 1 account · A total of 192,000 views
Basis for judgment: 1 highly interactive tweet from 1 account, with a total of 192,000 views; searches on X for “primary school English skits” yielded 11 latest tweets within 36 hours, posted by 11 different accounts; no previous records of such activity were detected by the monitoring system.
Representative tweet: “A new account on Douyin has turned the content of elementary school English textbooks into short dramas, specifically targeting parents. The potential for generating revenue in the future is immeasurable – this account has gained 500,000 followers in just two months. AI is truly helping countless creators achieve success and prosperity 👀” · Lao Liutou @yonex_liu · 192,000 views ·https://x.com/yonex_liu/status/2117267472860750096

November 4th · Open-source projects, models, and news

New GitHub repository

Popular models from Hugging Face

Lightricks/LTX-2.5Video models that support text-to-image, image-to-text, and video conversion functions (2.488 million downloads) ·https://huggingface.co/Lightricks/LTX-2.5
black-forest-labs/flux-3-image-klein-comfyFLUX Image Model for ComfyUI (1.032 million downloads) ·https://huggingface.co/black-forest-labs/flux-3-image-klein-comfy
Pika-Labs/Pika-H3-FlexSupports audio and video generation, as well as the LoRA Pika model (633 downloads) ·https://huggingface.co/Pika-Labs/Pika-H3-Flex
facebook/sam3SAM models that support video segmentation and mask generation (1.891 million downloads) ·https://huggingface.co/facebook/sam3
deepseek-ai/DeepSeek-V4.1-Flash-1017DeepSeek Multimodal Rapid Generation Model (187,000 downloads) ·https://huggingface.co/deepseek-ai/DeepSeek-V4.1-Flash-1017
speridlabs/idolGenerating 3D content from images using Gaussian scattering techniques (11,000 downloads) ·https://huggingface.co/speridlabs/idol
Qwen/Qwen3.8-27BTongyi Qianwen 27B Text-and-Image Dialogue Model (8.015 million downloads) ·https://huggingface.co/Qwen/Qwen3.8-27B
nvidia/NVIDIA-Nemotron-3.5-Transcribe-30B-A4BNVIDIA’s 30-billion-parameter speech transcription model (39,000 downloads) ·https://huggingface.co/nvidia/NVIDIA-Nemotron-3.5-Transcribe-30B-A4B

Information and new products

The tutorial explains how to integrate DeepSeek into chat and live streaming platforms (AI HOT).https://aihot.news/items/v41vn9hb5ywv10e68wycj1bjk
Kazek reveals the event-driven architecture of his Agent system (AI HOT) ·https://aihot.news/items/dzwfvd9xp6v4qaj6olxezpier
A tool that allows users to manage programming agents via their mobile phones (Product Hunt) ·https://www.producthunt.com/products/asklog
Mistral Large 4 has officially started to use the weight adjustment mechanism (AI HOT). ·https://aihot.news/items/bfx52184e0ssnqgdq42o8dg36
Claude introduces the low-latency long-session thread feature (AI HOT).https://aihot.news/items/sg5u3u91kw42j1grtyp3ny65n
Use visual tools to outline your question and explain it to the AI (Product Hunt) ·https://www.producthunt.com/products/scrawl-2
Write one piece of content and distribute it on multiple platforms, such as Product Hunt.https://www.producthunt.com/products/beaquaro-studio
A terminal for uniformly managing programming agents on Windows (Product Hunt) ·https://www.producthunt.com/products/nana-2

The tech community is discussing this on Hacker News.

It appears that the Codex chat training option has been quietly reactivated (408 points, 126 comments) ·https://news.ycombinator.com/item?id=50352757
Astra claims to be capable of reading and writing weights in order to improve the performance of Qwen (2,917 points, 879 comments) ·https://rikiyat.github.io/blog/weight-space-programming/
The Qwen entry in the notebook also provides an explanation of the model’s weights. (399 points, 135 comments) •https://simonwillison.net/2026/Nov/3/qwen-can-interpret-model-weights/
The article questions the claim that Astra has improved Qwen (843 points, 187 comments) ·https://honnibal.dev/blog/astra-read-write-misleading