Sora's API shutdown on 2026-09-24 is the defining closed-source story of the moment, while MiniMax H3 and Chinese open-weight labs (Alibaba/Qwen, ByteDance, Baidu, Tencent) are driving the fastest-growing open-source ecosystem, centered on ComfyUI.

Image and Video Generation AI News — 2026-09-22

The biggest closed-source story is that OpenAI's Sora video-generation API will shut down completely on 2026-09-24 (two days after this report). The Sora app already closed in April; worsening economics—roughly $1 million in daily operating costs against approximately $2.1 million in cumulative revenue—are behind the decision. Meanwhile, GPT Image 2.5 and Google DeepMind's Nano Banana Pro/2 are competing on speed and photorealism, with the closed-source development race intensifying through updates every few weeks. On the open-source side, the ComfyUI ecosystem continues to grow around MiniMax H3, while new releases from Chinese labs including Alibaba (Qwen), ByteDance, Baidu, and Tencent stand out. Across several platforms, users are also saying that the perceived quality gap between closed and open models is narrowing.

Across platforms

• The Sora API shutdown (2026-09-24) is the leading shared closed-source topic. Ed Zitron's Bluesky post (3,572 likes—the highest engagement in the entire collection) broke the news, while YouTube's State of AI Video roundup and a Lemmy !ai_reddit post covered the same story. Three platforms independently treat it as the most important development, framing deteriorating revenue-versus-cost economics as evidence that closed source is not necessarily a winner-take-all market.
• MiniMax H3 is the common keyword in open-source video generation. Reddit discusses practical ways to use Wan and MiniMax H3 for free; Adina Yakup on Bluesky introduced “HyperFlow,” an eight-step fast distilled MiniMax H3 variant; and Lemmy saw more than five MiniMax H3-related ComfyUI node posts from August through September 2026. The same model name emerged independently across all three platforms, making it arguably the most rapidly advancing open-weight video model.
• GPT Image 2.5 is mentioned on three platforms as a flagship closed image-generation model. On Reddit (a 92-point r/ImagineAiArt thread), users both praised it and said it felt indistinguishable from KREA2; YouTube explained its 50% reduction in generation latency and Sketch feature; and Simon Willison on Bluesky generated concept art with it.
• Chinese labs have an especially strong presence on the open-source side. Bluesky, YouTube, and Lemmy repeatedly covered Apache-2.0-style open-weight models from Alibaba (Qwen-Image-2.1), ByteDance (Lance, Seedance), Baidu (ERNIE-Image), and Tencent (HunyuanVideo 1.5). Multiple platforms support the view that Chinese companies are now the main drivers of open-source momentum.
• ComfyUI has become the de facto shared platform. Nearly every YouTube review and most posts in Lemmy's !«メールアドレス» mention ComfyUI implementation or workflows, suggesting that real-world use of open-source tools is consolidating around ComfyUI.
• The perceived quality gap between closed and open models is shrinking. Reddit comments say that “GPT Image 2.5 and KREA2 look the same in the end,” while Pinterest overwhelmingly favors closed-source marketing and contains almost no references to open source. This likely shows not that open source is weak, but that it has less consumer-facing visibility.

Platform by platform

Reddit: Twelve threads were collected from seven subreddits. Demand for free AI video generation and the dismissive response that people need to accept that it is no longer viable form the key tension, with recommendations for open-weight models such as Wan and MiniMax H3 appearing organically. A sharp rise in DeepSeek users (+66.7%) alongside insufficient compute capacity was also reported as a clear signal. The same referral-code promotion appeared across multiple threads, so advertising contamination in ostensibly organic discussions warrants caution.

X: Of 32 collected posts from 31 accounts, not one mentioned image or video generation AI. The search terms used—Bitcoin, Zelensky, Zagreb, and others—were simply copied from X's standard Explore trends, likely regional trends around Croatia, and were unrelated to the topic. No substantive insights on this theme were obtained from X.

YouTube: More than 30 titles were found through web search, with 13 representative videos selected. On the closed side, three-way comparisons of GPT Image 2.5, Nano Banana Pro/2, Sora 2, Veo 3.1, and Kling 3.0 are a familiar format. On the open side, the trend continues toward lighter models without sacrificing performance, including Z-Image Turbo, Qwen-Image-2.1, LTX-2, and HunyuanVideo 1.5. Because pages are JavaScript-rendered, view counts and exact dates could not be retrieved and should be treated as approximations.

Bluesky: Because the search API (searchPosts) returned 403 throughout and could not be used, direct reading of relevant account feeds was used instead. Ed Zitron's Sora-shutdown post had the highest engagement. Open-source breaking news depended almost entirely on Hugging Face's Adina Yakup, while official accounts for Civitai, ComfyUI, and Stability AI were largely silent or dormant.

Lemmy: Eight communities and 16 posts were analyzed. Almost all closed-source news appeared secondhand via Reddit mirrors (!ai_reddit) or Hacker News mirrors (!hackernews), and scores were low. The only viral post concerned Midjourney's reported pivot from image generation to medical ultrasound CT scanners (score 40). On the open-source side, posts about MiniMax H3 ComfyUI nodes appeared continuously from August through September.

Pinterest: Fifty pins were analyzed. “Best AI Video Generator” listicle images and generic AI-robot stock visuals made up most of the sample, showing Kling AI and Hailuo AI joining Runway, Pika, and Luma in the top tier. There were effectively zero references to open source among 50 pins; only one contained the headline phrase “Open Models. Open weights.” This itself is an important finding: open source is almost invisible on consumer-facing platforms.

Of the six platforms specified in the brief, X (effectively zero relevant results due to poor search-term selection) and Reddit (12 threads against a target of 20) did not meet the completion criterion of analyzing approximately 20 posts. These gaps are explicitly noted; omissions from platforms not specified in the brief are out of scope.

What to watch

• Competition for migration destinations after the Sora API shutdown (2026-09-24) — Bluesky, Ed Zitron post: https://bsky.app/profile/edzitron.com/post/3mhtesqgwxk2k
• The “non-commercial research license” issue around Qwen-Image-2.1 — Debate over whether it can truly be called open source. YouTube: https://www.youtube.com/watch?v=tP_gGGJzEqg
• The growth rate of the MiniMax H3 × ComfyUI ecosystem — Lemmy: https://lemmy.dbzer0.com/post/74279236
• Whether LTX-2 becomes the new open-source video benchmark — YouTube: https://www.youtube.com/watch?v=27UAb_Tlv4E
• The consequences of DeepSeek's demand surge (+66.7%) and compute shortage — Reddit: https://www.reddit.com/r/DeepSeek/comments/1wmcgex/
• Follow-up reporting on Midjourney's pivot into medical equipment — Lemmy: https://awful.systems/post/8731127

Recommendations

• Track whether post-Sora API migration traffic flows to Seedance 2.5, MiniMax H3, or Kling v3 in the next research cycle.
• Continue monitoring Hugging Face and Alibaba official announcements for changes to Qwen-Image-2.1's licensing policy.
• Track the posting frequency of MiniMax H3-related ComfyUI nodes as a leading indicator of open-source video-generation momentum.
• In the next X collection, stop relying on regional trends and use topic-specific searches such as "AI image generation," "Sora," and "Midjourney."
• Switch Reddit collection from a single search term to multiple searches by individual model name to meet the 20-post completion target.
• Verify Midjourney's medical ultrasound CT pivot against the primary source (midjourney.com/medical), separating it from viral secondary reporting.

Data quality

X produced zero theme-relevant posts out of 32 because of a search-term selection error and therefore could not provide substantive insight on this topic. Reddit used only one search term and produced 12 threads, falling short of the target of approximately 20. Because Bluesky's official search API returned 403 throughout, sampling was switched to direct account-feed reading rather than comprehensive keyword search. YouTube's JavaScript-rendered pages prevented retrieval of view counts and exact posting dates, so dates are approximate. Lemmy cannot be searched across all distributed instances, so review was limited to six major instances. Pinterest yielded 50 analyzable pins, but almost no open-source references, producing data skewed toward the closed-source perspective.

Platform summaries

Reddit

Reddit — Image and Video Generation AI News

Where

The 12 collected threads came from seven subreddits.

Subreddit	Members	Collected threads
r/generativeAI	155,851	5
r/ImagineAiArt	19,415	1
r/aivideomaking	7,414	2
r/DeepSeek	140,403	1
r/Purdue	100,714	1
r/aivideos	123,539	1
r/Instagramreality	1,155,229	1

r/generativeAI had the most threads, centered on demand itself: “I want to make AI videos for free.” Specialist communities (r/aivideomaking, r/aivideos, r/ImagineAiArt) focused on specific tools and techniques; r/DeepSeek covered a single-model news item; and r/Purdue and r/Instagramreality (a huge community with more than 1.15 million members) covered incidents where AI-generated work entered real-world contexts and triggered backlash.

What people say

• Demand for free AI video generation remains strong, but community sentiment is shifting toward “accept that it is no longer possible.” In thread #2, “Why do so many people expect to find a free AI video generator?” (39 points, 79 comments, 2026-09-21, https://www.reddit.com/r/generativeAI/comments/1wm2csy/), the author notes that “Sora 2 was released for free and attracted huge numbers of users, but OpenAI ultimately shut it down,” concluding that "AI video generation is just expensive, and free is not a sustainable model."
• In the comments on that thread, u/buttchuckjones (4 points) says they have moved from 10GB of VRAM to a 5080 (16GB) for local generation, adding, "I very much wish that people on this subreddit would be more inclined to do local generation," in support of the local/open-source camp.
• In thread #1, “Which AI video generator can still be used for free?” (20 points, 68 comments, 2026-09-16, https://www.reddit.com/r/generativeAI/comments/1whtesl/), u/RioMetal (4 points) recommends open-weight models: "If you can go local you have plenty of them, like Wan or Minimax." u/tuckken2 (3 points) shares a practical option: "Wan 2.2 and Minimax H3 are free on cnaps studio, credit resets every 5 hours."
• On the closed-source side, GPT Image 2.5 Flare is the main topic. In thread #3, “GPT Image 2.5 Flare — is this actually the best AI image generating model right now?” (92 points, 62 comments, 2026-09-16, https://www.reddit.com/r/ImagineAiArt/comments/1wi79wi/), u/oldboi777 (4 points) praises it: "its really good, its an incredible upgrade I think." But u/Dependent_Quit_3730 (3 points) says, "É um modelo perfeito... mas eu ainda fico com o KREA 2"—it is a great model, but they would still use KREA 2. u/SeaworthinessFresh16 (2 points) says, "The result in Comfyui with Krea2 looks the same," suggesting no perceptible gap with open tools.
• DeepSeek (open weight) is experiencing simultaneous rapid growth and supply constraints. Thread #6, “some deepseek news, if you care” (206 points, 36 comments, 2026-09-21, https://www.reddit.com/r/DeepSeek/comments/1wmcgex/), reports daily active users surging from 120 million to 200 million (+66.7%), while compute capacity grew just 8.3%, contributing to quality degradation and regeneration problems. As a response, the company reportedly ordered 160,000 Ascend 960DT units from Huawei. u/Equivalent-Grass-527 (6 points) comments, "The demand vs. compute mismatch is probably the most important part here."
• Opinion is divided on the craft of eliminating the “AI look.” Thread #8, “I stopped prompting for clean shots and my AI video finally stopped looking like AI” (63 points, 56 comments, 2026-09-20, https://www.reddit.com/r/aivideos/comments/1wl6op9/; using Seedance 2.5), shared detailed prompting techniques but drew skepticism. u/TCristatus (9 points) wrote, "What a load of waffle, and the video is still obviously AI," while u/Biscuits4u2 (6 points) observed, "You need 5 percent uglier people to make it look realistic. Faces are too perfect." The implication is that excessive perfection itself makes content recognizable as synthetic.
• Cases where AI-generated images enter real-world settings are drawing backlash. In thread #7, “AI generated image on MSEE wall” (61 points, 13 comments, 2026-09-21, r/Purdue, https://www.reddit.com/r/Purdue/comments/1wmq43f/), users criticized the nonsensical circuit-board layout in an AI-generated image displayed on campus. u/j909m (11 points) wrote, "Whoever did the PCBA layout for that IC gets an F."
• Even in a huge community of more than 1.15 million members, people are intensely scrutinizing AI images. Thread #12, “AI generated images on Reddit with thousands of upvotes and comments” (2,109 points, 341 comments, 2026-09-18, r/Instagramreality, https://www.reddit.com/r/Instagramreality/comments/1wk0euk/), had by far the highest engagement in the Reddit sample. u/Smart-Membership-117 (405 points) identifies inconsistencies: "The trim on the baseboard by her knee in pictures 2 and 3 is different and the greenery outside the window completely changes as well." u/Negative-Raise-8286 (275 points) complained that they could not post their criticism in the original thread.
• There are also multiple reports of generous free credits, so the picture is not simply pessimistic. In thread #9 (r/aivideomaking, 3 points, 26 comments, 2026-09-15, https://www.reddit.com/r/aivideomaking/comments/1wh80z3/), u/Chance-Business (2 points) praises Google Flow (Veo): "google flow you get 50 free credits per day, each vid is 6-12 credits. I have most days not hit 50." In thread #4 (https://www.reddit.com/r/aivideomaking/comments/1wled0f/), u/MrBoondoggles (1 point) makes a similar point: "You can use Nanobanana and Veo in Google flow. They have very generous daily free credit allowance."
• The same referral-code promotion appeared across multiple threads. u/MeatStickMcFapperton posted nearly identical comments in both thread #2 (4 points) and thread #5 (1 point), advertising Meta “Muse” referral code "42JB8K" and “1 billion free tokens.”

Signals

• Upward trend: References to local/open-weight video generation (Wan, MiniMax H3, FramePack, ComfyUI) arise organically in most “I want free generation” threads. The sharp increase in DeepSeek users (+66.7%) is another clear growth signal.
• Skepticism and dismissal: There is strong pushback against the demand for free AI video itself. u/activematrix99 (2 points) in thread #4 writes, "Imagine showing up at a restaurant and demanding to eat for free... what makes YOU so important that they should just give it to you for free?" Several threads highly rate lecturing comments about entitlement to free video generation, showing that community sentiment is shifting.
• Unexpected finding: The same referral code ("42JB8K") and very similar sales copy appeared repeatedly in different threads, making it highly likely that promotional or sockpuppet comments are mixed into organic discussion. Metrics should therefore not be accepted uncritically.
• Conflict: The “free video generation is now a fantasy” camp (multiple highly rated comments across threads #2, #9, and #10) directly conflicts with the “Google Flow/Veo/Muse/Nanobanana have genuinely generous free tiers” camp (threads #4, #5, and #9). Both are based on user experience, so neither can be simply treated as correct.
• The perceived closed-versus-open gap is small: Thread #3 characterizes closed GPT Image 2.5 Flare and KREA 2, which uses open tools, as producing results that “look the same,” suggesting that the quality gap is nearly gone from a user perspective in image generation.

Limits

• The collection tool used only one search term: "Image and Video Generation AI News." Against the brief's target of analyzing around 20 posts on each social network, only 12 threads from seven subreddits were collected. Additional searches using specific terms such as "Sora," "Veo," "Kling," "Stable Diffusion," "Flux," and "open source" / "closed source" would likely have found more targeted threads.
• Thread #9 did not include the post body in the collected data, so its contents were assessed only through comments.
• Under the instructions for this stage's playbook, Reddit was not independently browsed or searched; verification was limited to the collected output/reddit.threads.md / .json files. Discussions not included there—such as dedicated threads for particular image or video models—are outside this report's scope.

X

X — Image and Video Generation AI News

Accounts

The 32 posts and 31 accounts collected in output/x.posts.md were reviewed, but not a single account covered image or video generation AI. They were concentrated in unrelated domains:

Category	Relevant accounts
Cryptocurrency/stocks ($SDOG, $AMD, Bitcoin)	@SDOGWITHSNAP, @DeItaone, @AJM_web, @S500ALERTS, @blackwidowbtc, @0xSweep, @USronaldcarter, @TedPillows
Ukraine-Russia situation	@dystoman, @sentdefender, @Polymarket, @Alex_Oloyede2, @bayraktar_1love, @AlaskanTzar, @SomaliSasuke, @gmanredux, @idkmypronouns, @Katauroraaa, @AbotGrenfield, @jaccocharite
Entertainment/political gossip (Lauren-related)	@Rach_delauren, @fvslaurs, @LimeriTweets, @karignejauregui
Sports/combat sports (Muhammad-related)	@CylinderAnalyst, @bullyb170 (2 posts)
Religion	@TaymiFawaid
Personal accounts related to the Zagreb location trend	@slimey34, @AlphaGainer, @enafriedric2372, @Earldormancy

The sample included accounts driven by a single enormous post—for example, @AlaskanTzar received 34,704 likes on one post—as well as accounts accumulating many smaller posts. In every case, however, there were no accounts posting news or tools about image or video generation AI.

Posts

Because no collected post matched the topic, it is not possible to report the usual five to 12 findings about image and video generation AI. For reference, examples of what was collected include:

1. #8 @TedPillows (2,829 likes, 293 reposts, approximately 486,000 views, 2026-09-20, https://x.com/TedPillows/status/2101642897535762562) — "If Bitcoin breaks $83,000, the cycle bottom will be confirmed..." A Bitcoin market analysis unrelated to AI.
2. #30 @AlaskanTzar (34,704 likes, 1,083 reposts, approximately 1,500,000 views, 2026-09-20, https://x.com/AlaskanTzar/status/2101819330703032636) — "Back in 2017 Russia and Ukraine were ratioing each other on twitter." The highest-engagement item in the entire collection, but a Russia-Ukraine meme post.
3. #22 @Katauroraaa (2,840 likes, approximately 309,000 views, 2026-09-20, https://x.com/Katauroraaa/status/2101716186132087180) — A joke mocking Russia and the Baltic states.

None mentions image-generation or video-generation AI, whether closed source or open source.

Signals

• The only signal available from the data is that the stage's search terms were unrelated to the theme itself. Because X Explore trends were used directly (see Limits below), discussion was confined to cryptocurrency, geopolitics, entertainment gossip, and sports.
• No substantive discussion of image or video generation AI—whether positive, skeptical, or otherwise—was observed in this dataset.

Limits

• The search terms were unrelated to the theme: As shown at the beginning of output/x.posts.md, the actual terms used were "$SDOG", "Bitcoin", "Zelensky", "Lauren", "Muhammad", "Russians", "Zagreb", "Ukraine", "Weeknd", "USSR". These were copied directly from “X's own Explore list” below; not one topic-relevant term such as “image generation AI,” “video generation AI,” “Sora,” “Midjourney,” or “Stable Diffusion” was used.

  #	Trend	Location (as shown by X)
  1	$SDOG	Trending in Croatia
  2	Bitcoin	Business & finance · Trending
  3	Zelensky	Politics · Trending
  4	Lauren	Trending in Croatia
  5	Muhammad	Politics · Trending
  6	Russians	Politics · Trending
  7	Zagreb	Trending in Croatia
  8	Ukraine	Politics · Trending
  9	Weeknd	Trending in Croatia
  10	USSR	Politics · Trending

  This Explore list appears geographically tied to the location of the server accessing the session, likely around Croatia, rather than worldwide trends.

• The completion criterion was not met: brief.md defines completion as analyzing roughly 20 posts on each social network, but of 32 collected X posts, zero related to image or video generation AI. Accordingly, the report cannot provide substantive insight on this theme for X.

• The session itself was valid—the collection was performed while logged in, and no missing-data message such as “no posts were collected” appeared—so there was no underlying failure in X search or browsing. The problem was the selection of search terms during collection.

• The next run should recollect using topic-relevant terms such as "AI image generation," "AI video generation," "Sora 2," "Midjourney," "Stable Diffusion," "Nano Banana," and "Veo."

YouTube

YouTube — Image and Video Generation AI News (Closed Source / Open Source)

Channels

• Matt Wolfe (@mreflow) — An AI-news channel with more than 925,000 subscribers. It continues to publish rapid reviews of closed-source developments including Nano Banana Pro and Nano Banana 2. (https://www.youtube.com/@mreflow)
• Theoretically Media — A channel specializing in reviews and hands-on testing of open-source AI video tools, including LTX-2 / LTX-2.3 and HunyuanVideo models. (https://theoreticallymedia.com/videos/)
• Aitrepreneur — Strong in ComfyUI workflow explainers and covers local installation of the latest open-source video models such as LTX-2.3. (Patreon integration: https://www.patreon.com/aitrepreneur)
• Several other mid-sized AI-tool review channels covering Z-Image Turbo, Flux.2, HunyuanVideo 1.5, and similar tools. Channel names could only be confirmed from video titles; subscriber counts were unavailable—see Limits.

Videos

1. Google won image generation (it's not even close) — NANO BANANA PRO BREAKDOWN
   date: 2025-11-26 | views: unconfirmed | https://www.youtube.com/watch?v=UV9GqinedQ8
   A representative closed-source review claiming that Google DeepMind's Nano Banana Pro (Gemini 3 Pro Image) outperforms existing image-generation AI by a margin that is “not even close,” emphasizing text-rendering accuracy and photorealism.

2. Google's Nano Banana Pro is raising concerns over realistic AI image generation
   date: late November 2025 | views: unconfirmed | https://www.youtube.com/watch?v=RmmrVCUGYp8
   A news-oriented video about deepfake and misinformation concerns created by increasingly realistic output.

3. GPT Image 2.5 Is AMAZING: Full Breakdown of OpenAI's New Image Model
   date: around 2026-09-08 (posted two weeks earlier) | views: unconfirmed | https://www.youtube.com/watch?v=DY6TkI8XtkQ
   A full feature walkthrough of OpenAI's GPT Image 2.5, including 50% lower generation latency and a Sketch feature that turns hand-drawn images into AI images. A recent closed-source update.

4. Sketch with ChatGPT Images 2.5
   date: early September 2026 | views: unconfirmed | https://www.youtube.com/watch?v=imPtIEAEHSU
   A demonstration of a new ChatGPT feature that converts a sketch directly into an AI image when users type “@Sketch.”

5. State of AI Video in 2026: Sora 2, Veo 3.1, Kling 3.0 & Cinematic Prompting Workflows
   date: 2026-03-20 | views: unconfirmed | https://www.youtube.com/watch?v=vtJzDgmWVWc
   A roundup comparing the three leading closed-source video-generation systems—Sora 2, Veo 3.1, and Kling 3.0—and covering cinematic prompting techniques.

6. Seedance 2.5 REVIEW: ByteDance's New AI Video Model Explained
   date: 2026-08-01 | views: unconfirmed | https://www.youtube.com/watch?v=LTAOvsH6cjM
   ByteDance's Seedance 2.5 supports 30-second one-take generation and up to 50 reference images, attracting attention for longer persistence than Sora 2 and Veo 3.1. Closed source.

7. Kling 2.6 Pro DESTROYS Competition - Veo 3.1 & Sora 2 Pro
   date: 2025-12-19 | views: unconfirmed | https://www.youtube.com/watch?v=-vRsjX9seUU
   A benchmark video claiming that Kling 2.6 Pro already outperformed Veo 3.1 and Sora 2 Pro before Kling 3.0 arrived. Momentum continued into Kling 3.0, released 2026-02-05 and reportedly leading with an ELO score of 1,243.

8. Z Image Turbo (FREE): This Open-Source AI Changed Image Generation Forever! (Like nano banana pro)
   date: 2025-11-27 | views: unconfirmed | https://www.youtube.com/watch?v=sPQQPpQ9X4E
   A 6B-parameter Apache-2.0 model from Alibaba's Tongyi-MAI team. It achieves fast eight-step inference on consumer 16GB GPUs and is described as comparable to Nano Banana Pro, making it a standout open-source release.

9. New Open-Source Model DESTROYS Flux 2 — Z-Image + Promptus Tutorial
   date: 2025-12-11 | views: unconfirmed | https://www.youtube.com/watch?v=JF4Q5hXh-_Q
   A comparative tutorial claiming Z-Image outperforms Flux.2.

10. FLUX.2 EL MEJOR MODELO OPEN SOURCE, EN LOCAL Y GGUF
    date: around November–December 2025 | views: unconfirmed | https://www.youtube.com/watch?v=t4eVxZPP0b0
    A guide to running Black Forest Labs' FLUX.2 series locally in ComfyUI, including Pro/Flex/Dev and Apache-2.0 Klein. Its strengths include up to 4MP output and multi-reference consistency with as many as 10 images.

11. The "Holy Grail" of Open Source AI Video is Here (LTX-2)
    date: early January 2026 | views: unconfirmed | https://www.youtube.com/watch?v=27UAb_Tlv4E
    LTX-2, released by Lightricks on 2026-01-06, is praised as the first “production-quality” open-source video model to combine native 4K, audio synchronization, fully open weights, and released training code.

12. Tencent HunyuanVideo 1.5 has been officially open-sourced!
    date: first half of 2026 | views: unconfirmed | https://www.youtube.com/watch?v=MJShdc8tkkA
    Tencent released HunyuanVideo 1.5, reducing parameters from 13B to 8.3B while retaining performance. Its ability to run on consumer GPUs is positively received.

13. Qwen-Image 2.1 | Early Access Showcase
    date: around 2026-09-20 (posted two days earlier) | views: unconfirmed | https://www.youtube.com/watch?v=tP_gGGJzEqg
    An early-access demonstration of Alibaba Qwen's Qwen-Image-2.1, released 2026-09-20: compressed to a 7B visual generator, integrating generation and editing, and supporting transparent RGBA output. Its license, however, is non-commercial and research-only.

Signals

• Closed source is in an escalating race over speed and photorealism: GPT Image 2.5 (2026-09-08; 50% lower generation latency) and Nano Banana Pro → Nano Banana 2 (2026; twice the speed) show OpenAI and Google competing through updates every few weeks. In video, Sora 2, Veo 3.1, and Kling 3.0 three-way comparison videos have become a standard format.
• Sora is shutting down, including the API: The Sora web/app product ended on 2026-04-26, and the API is scheduled to close completely on 2026-09-24, two days after this report. Reported operating costs of approximately $1 million per day versus roughly $2.1 million in total revenue are cited as the reason, making it a case study that closed-source video generation is not necessarily winner-take-all.
• The open-source camp is shifting toward lighter, faster models: Z-Image Turbo (6B, Apache-2.0), Qwen-Image-2.1 (compressed to a 7B visual generator), and HunyuanVideo 1.5 (13B → 8.3B) all point in the same direction: reduce parameters without sacrificing performance and make models work on consumer GPUs.
• The boundary between open weights and commercial licensing is a live issue: Parts of Flux.2, notably Klein, are fully open under Apache 2.0, whereas Qwen-Image-2.1 publishes its weights but specifies a “non-commercial research-only license.” Comment sections and review videos debate whether it can be called open source.
• LTX-2 is becoming an open-source video benchmark: The combination of native 4K, audio synchronization, and released training code is unprecedented, and several channels now compare it with Wan 2.2 and HunyuanVideo 1.5 as the three leading local video-generation systems.
• ComfyUI is the de facto shared platform: Day-0 ComfyUI support and workflow videos have appeared in volume for Flux.2, Z-Image, LTX-2, Wan, and HunyuanVideo, and nearly all open-source reviews include hands-on ComfyUI testing.

Limits

• Because YouTube search result pages (/results?search_query=...) and video pages (/watch?v=...) are JavaScript-rendered, WebFetch returned only footer navigation links. Accurate view counts, channel names, posting dates, captions, and comment text could not be retrieved directly from pages. Dates in this report are therefore approximate values inferred from search snippets and related articles, and all view counts are marked unconfirmed.
• Because of this limitation, the playbook's ideal process of individually opening and analyzing around 20 posts could not be performed. Instead, titles, channel clues, and posting periods were gathered through web search. More than 30 YouTube titles were found in total, with the 13 above selected as representative examples.
• Qwen-Image-2.1-related videos had been public for only two days, so the absolute number of reviews remains low and may increase over the coming weeks.

Bluesky

Bluesky — Image and Video Generation AI News

Accounts

• Ed Zitron (edzitron.com) — tech/AI industry critic (Where's Your Ed At); broke the Sora shutdown story on Bluesky with a huge engagement spike.
• Simon Willison (simonwillison.net) — independent AI researcher; regularly benchmarks new models, including image generators, with his "pelican" tests and posts the concept art he generates along the way.
• Adina Yakup (adinayakup.bsky.social) — Hugging Face open-source ML advocate; by far the most active chronicler of new open-weight image/video model drops on Bluesky, posting almost weekly.
• useapi.net (useapi.bsky.social) — a REST-API reseller for AI video/image/music generation (Veo, Kling, Seedance, Runway, MiniMax, etc.); posts frequent head-to-head model comparisons.
• GPT Image Prompt (gptimageprompt.bsky.social) — prompt-sharing account built around OpenAI's ChatGPT/GPT Image tool.
• Stable Diffusion online AI (stablediffusion.bsky.social) — long-running community account for Stable Diffusion prompt shares and AI-art challenges.
• Stability AI (official) — has gone quiet on image/video since ~Nov 2025; its recent posts are almost all about Stable Audio and music-label partnerships (Warner, Universal), not Stable Diffusion.

Posts

1. Ed Zitron — OpenAI killing Sora (2026-03-24, 👍 3,572 · 🔁 984)
   "Both the Wall Street Journal and The Information confirming that OpenAI is killing Sora - both the app and access to its video-generating model for developers. This is a huge move that suggests things are a bit desperate."
   https://bsky.app/profile/edzitron.com/post/3mhtesqgwxk2k
   (This tracks with reporting that the Sora app closed April 26, 2026 and the API itself is scheduled to sunset September 24, 2026 — two days after this research run.)

2. Simon Willison — building with ChatGPT Images 2.5 (2026-09-10, 👍 56 · 🔁 5)
   "Here's a Blender model of a Pluribus themed Fabergé egg I had GPT-6 Astra build - I generated the concept image using ChatGPT Images 2.5"
   https://bsky.app/profile/simonwillison.net/post/3mv4su6pfzk24

3. Adina Yakup — HyperFlow (open video distillation) (2026-09-19, 👍 6 · 🔁 1)
   "HyperFlow⚡ New MiniMax-H3 variant from Video Rebirth — Open weight 8 step LoRA — 3× faster with data free self distillation — Video + stereo audio intact"
   https://bsky.app/profile/adinayakup.bsky.social/post/3mvunely5222b

4. Adina Yakup — ByteDance's Lance (2026-05-19, 👍 48 · 🔁 5)
   "ByteDance dropped Lance👀 — This 3B model can generate images + edit images + generate videos + edit videos, and understand both images/videos."
   https://bsky.app/profile/adinayakup.bsky.social/post/3mm6xqsryf22b

5. Adina Yakup — Baidu's ERNIE-Image (2026-04-14, 👍 1)
   "Baidu just released ERNIE-Image on Hugging Face🔥 — 8B DiT - Image/Image Turbo — Apache 2.0"
   https://bsky.app/profile/adinayakup.bsky.social/post/3mjhrc3y7u22i

6. Adina Yakup — Skywork's Matrix-Game 3.0 (2026-03-27, 👍 13 · 🔁 2)
   "Matrix-Game 3.0🔥 real-time interactive world models from Skywork — ✨ 720p @ 40FPS with a 5B model"
   https://bsky.app/profile/adinayakup.bsky.social/post/3mi2efsyp7k2x

7. Adina Yakup — LongCat-Video-Avatar 1.5 (2026-05-22, 👍 16 · 🔁 3)
   "LongCat-Video-Avatar 1.5🐱 an audio driven avatar video generation [model]"
   https://bsky.app/profile/adinayakup.bsky.social/post/3mmglm72zn22i

8. Adina Yakup — HiDream-O1-Image (2026-05-19, 👍 10 · 🔁 2)
   "HiDream-O1-Image is getting a lot of attention🔥"
   https://bsky.app/profile/adinayakup.bsky.social/post/3mm73u27jek26

9. useapi.net — Sora 2 API alternatives (2026-09-21, 👍 0)
   "Sora 2 API Alternatives Compared, With Code: Seedance 2.5, Omni Flash, MiniMax H3, Kling v3 #sora2 #seedance #kling #aivideo"
   https://bsky.app/profile/useapi.bsky.social/post/3mvyugq6wgz27

10. useapi.net — MiniMax H3 vs Seedance 2.0 (2026-07-31, 👍 0)
    "MiniMax H3 head to head with Seedance 2.0 on identical omni references #minimax #seedance #ai #api"
    https://bsky.app/profile/useapi.bsky.social/post/3mrw5xyd4zk2x

11. GPT Image Prompt — meme prompt share (2026-05-07, 👍 0)
    "Theme: Text to Meme — Prompt put on comment — Welcome to our website：gptimageprompt.io #Chatgpt2 #GPTImagePropmt #AIPrompts"
    https://bsky.app/profile/gptimageprompt.bsky.social/post/3mlaa6swzc226

Signals

• Sora's shutdown is the closed-source story Bluesky is actually talking about. Ed Zitron's post is the single highest-engagement item found in this whole search (3.5k likes), far outweighing anything about a new model launch — Bluesky's AI crowd here skews toward industry-drama/critique accounts, not the labs' own marketing.
• Open-source news on Bluesky is basically one person's beat. Nearly every concrete open-weight release found (Baidu ERNIE-Image, ByteDance Lance, Skywork Matrix-Game 3.0, LongCat-Video-Avatar, HyperFlow, HiDream-O1-Image) came from a single account, Adina Yakup of Hugging Face, and the pattern is heavily Chinese-lab-driven (Baidu, ByteDance, Alibaba/Qwen, Ant Group, Skywork, Tencent) shipping under Apache-2.0-style licenses.
• No major closed-source lab runs an active Bluesky presence for image/video launches. No official OpenAI, Google DeepMind, Adobe, or Midjourney account surfaced; closed-source coverage instead comes secondhand, through independent testers (Simon Willison) or third-party API resellers (useapi.net) doing comparison posts.
• Tool-specific technical posts get almost no engagement (0–13 likes for useapi.net's comparisons and most of Adina Yakup's releases) compared to broad narrative posts about a company's fate (thousands of likes for the Sora story) — engagement on this platform tracks industry narrative, not technical novelty.
• Several "obvious" AI-art hubs are dead or dormant on Bluesky: Civitai's official and bot accounts, the ComfyUI account, and Stability AI's own account (which pivoted to Stable Audio/music-label content and hasn't posted about Stable Diffusion image models since mid-2025).

Limits

• The public keyword-search API is blocked. app.bsky.feed.searchPosts returned HTTP 403 Forbidden on every attempt (multi-word queries, single-word queries, different phrasing) via WebFetch, and the bsky.app/search web UI is entirely client-rendered JavaScript, so it returned no post content either. This meant true "search for X right now" was not possible — everything above was assembled by (a) finding relevant account handles via site:bsky.app web search, then (b) reading their getAuthorFeed histories directly through the public AT Protocol API, which worked fine.
• Several promising accounts turned out to be empty or dormant when checked directly: civitai.bsky.social (empty feed), civitai-bot.bsky.social (last post May 2024), real-comfyui.bsky.social (empty feed), runwayml.bsky.social (resolves to an unrelated personal account, one 2024 post), midjourney-api.bsky.social (unofficial reseller, one post from Nov 2024), qwen1.bsky.social (fan account, one post from Feb 2025).
• Alibaba's Qwen-Image-2.1 (a 7B open-weight unified image gen/edit model, reportedly released 2026-09-20 per outside coverage) had not yet surfaced in any Bluesky post found during this search — either it hasn't been picked up by the accounts tracked here yet, or it's sitting outside what the blocked search API would have surfaced.
• Ethan Mollick (emollick.bsky.social) and Tanishq Abraham (iscienceluvr.bsky.social), both plausible sources, turned out on inspection to be focused on general/text LLM news and older academic papers respectively, not current image/video generation news — checked and ruled out rather than assumed relevant.
• Given the search block, the ~20-post sampling target was met in aggregate by reading full author-feed histories (Adina Yakup's ~30 posts, useapi.net's ~15, Stable Diffusion's ~20, plus Simon Willison's and Ed Zitron's recent feeds) rather than by a single ranked search, so this is a targeted account-driven sample, not an exhaustive keyword sweep.

Lemmy

Lemmy — Latest Image and Video Generation AI Developments

Communities

• !«メールアドレス» (5,713 members) — The main community for discussion of open-source AI image and video generation techniques. New GitHub and Hugging Face tools appear almost daily.
• !«メールアドレス» (2,361 members) — A place to post work made with Stable Diffusion and other open-weight models.
• !«メールアドレス» (1,599 members) — Dedicated to anime-style AI art, SFW only.
• !«メールアドレス» (52 members, 157 monthly active users) — A community that mirrors Reddit AI threads. Closed-source news, including Sora and Midjourney, often arrives through it.
• !«メールアドレス» (204 members; includes posts from the lemmy.bestiver.se instance) — A Hacker News mirror where model-release articles such as Qwen-Image and Nano Banana appear.
• !«メールアドレス» — A community for sarcastic takes on the AI industry. It was the source of Midjourney's reported misadventure news.
• !«メールアドレス» (8,265 members) — A large community critical of generative AI. While it does not chiefly cover news, it helps gauge Lemmy's overall sentiment.
• !stable_diffusion_furry / _witches / _mycology / «メールアドレス» — Niche genre-specific Stable Diffusion art communities. They have posts, but scores are mostly single-digit or negative.

Posts

Closed-source related

1. OpenAI is shutting down Sora's API next week while a chinese competitor just raised $3 billion — !«メールアドレス», 2026-09-20, score 1. A post contrasting the Sora API shutdown with massive Chinese fundraising.
2. Midjourney AI pivots to Theranos: Ultrasonic CT — !«メールアドレス», 2026-06-19, score 40. A story claiming that Midjourney abruptly pivoted from AI image generation to ultrasonic CT medical equipment; it was the most popular Midjourney-related post on Lemmy.
3. Midjourney Ultrasonic CT Scanner — !hackernews, 2026-06-18, score 2. An HN mirror linking to the primary source (midjourney.com/medical) for the preceding item.
4. A post via Midjourney wants Hollywood studios to reveal AI usage details — !«メールアドレス», 2026-07-05, score 73. A TechCrunch article share that performed comparatively well in a technology community.
5. Google quietly discontinues its Earth AI feature a day after its rollout after users made no-no images — !ai_reddit, 2026-08-07, score 1.
6. Seedream 5.0 Pro is here: an honest comparison and technical breakdown — !ai_reddit, 2026-07-10, score 1. An evaluation of ByteDance's closed image model.
7. Nano Banana 2 Lite — !hackernews, 2026-06-30, score 1. Google DeepMind's lightweight image-generation-model announcement.
8. Microsoft's MAI-Image-2.5 Pulls Even With Google's Nano Banana 2 on Benchmarks — !ai_reddit, 2026-05-28, score 1.

Open-source related

9. Qwen-Image-2.1: Compact, efficient, and unified image creation — !hackernews, 2026-09-20, score 1. The latest Alibaba Qwen open-weight image-generation model.
10. supElement/ComfyUI_MinimaxH3_AutoContext — !«メールアドレス», 2026-09-16, score 1. A MiniMax H3 node for long-form video generation that breaks through memory limits.
11. Adudeguyman/ComfyUI-Fantastic-MiniMaxH3-PromptBuilder — Same community, 2026-09-16, score 3. A prompt builder for MiniMax H3.
12. nazgut/ComfyUI-MiniMaxH3-CLSS — Same community, 2026-09-01, score 0. Generates arbitrarily long audio-enabled videos with 16GB VRAM.
13. filliptm/ComfyUI-FL-MiniMaxH3 — Same community, 2026-08-30, score 5.
14. Luisacaotica/ComfyUI-MiniMaxH3Mod — Same community, 2026-08-20, score 7. A training-free reference image/video compression adapter.
15. I've been testing Wan for AI video generation — !«メールアドレス», 2026-09-10, score -9 (poorly received/controversial). A review of video generation with the open-weight Wan model.
16. Boogu-Image-0.1 — Efficient Image Generation Foundation Model — !«メールアドレス», 2026-06-17, score 5. A new open image foundation model.

Signals

• The MiniMax H3-centered ComfyUI ecosystem grew continuously from August through September. At least five related nodes/tools were posted in !«メールアドレス» between 2026-08-07 and 09-16, without a break in posting frequency. “MiniMax H3” was the strongest keyword for open-source video generation in this community.
• Closed-source news has little native discussion on Lemmy; almost all of it is secondhand material from Reddit mirrors (!ai_reddit) or Hacker News mirrors (!hackernews), with scores mostly around 1–3. There is almost no primary Lemmy discussion.
• The only closed-source topic that gained significant traction was Midjourney's reported pivot from image generation to medical ultrasonic CT scanners (!techtakes, score 40), which went viral in a community with a strongly satirical tone.
• Art-sharing communities such as stable_diffusion_art and share_anime_art post frequently—often several times per day—but scores tend to be single digits or low teens, with a focus on sharing creations rather than news.
• The size of !«メールアドレス» (8,265 members) exceeds that of the positive AI-generation community stable_diffusion (5,713 members), suggesting a community structure in which Lemmy overall is relatively hostile to generative AI.

Limits

• Lemmy's search API offers only full-text keyword search with weak relevance ranking. General terms such as “Sora” and “Veo” brought in large amounts of unrelated political news (latam, pravda_news, and so on). To filter for relevance, 15–20 results per keyword and more than 100 results total were reviewed, but only around a dozen posts ultimately matched the theme.
• Lemmy is distributed across instances and offers no way to search all instances at once. Searches focused on lemmy.world, lemmy.dbzer0.com, lemmy.durstig.online, awful.systems, lemmy.bestiver.se, and lemmy.today, so discussions on smaller closed instances may not be visible.
• No meaningful Lemmy posts were found for Runway, Kling, Ideogram, Recraft, Grok Imagine, Flux.2, HunyuanImage, and other major model names discussed on other platforms; searches returned either zero results or wholly unrelated material.
• Overall, Lemmy is small as a venue for breaking image/video-generation news. Its news flow depends on Reddit and Hacker News mirrors, while its original content is heavily concentrated in sharing implementation tools for running open-weight models in ComfyUI.

Pinterest

Pinterest — Image and Video Generation AI News

Visual themes

• Neon-glow "AI" wordmark / circuit-board robot imagery is the default Pinterest shorthand for "AI" — glowing chips, holographic robot heads and hands, particle circuits used as generic cover art rather than to illustrate any specific tool or news item [1, 2, 8, 22, 25, 28, 29, 31, 39, 49].
• Numbered "Best AI Video/Image Generator" listicle thumbnails — bold headline, grid of app logos (Runway, Pika, Kling AI, Luma Dream Machine, Canva, Hailuo AI, Synthesia, HeyGen, D-ID, CapCut, InVideo, Adobe Firefly) — is the single most common pin format in the whole set [7, 13, 20, 30, 32, 33, 41, 43].
• Faceless-YouTuber reaction-face thumbnails (shocked/surprised bearded man, headphones, blurry explosion background) paired with big-tech logos, used to sell "AI NEWS" recap videos [6, 19, 40].
• Dated "Today's/This Week's AI News" digest cards, styled like mini front pages or Instagram carousels, summarizing several real headlines per card [17, 35, 44, 47].
• "Spot the AI" / realism demos — a photoreal tennis player captioned "This is AI," a cat photo stamped "FAKE" — sell the realism of generated media rather than any specific product [5, 23].
• Consistent-character style-transfer demo — a single Lumalabs pin turning one source video into four styles (wooden blocks, origami, toy bricks, flowers), the same viral "turn this into X material" format seen elsewhere this cycle [10].
• Freelance/side-hustle service ads offering "AI video for your brand," with a WhatsApp number and Gmail address baked directly into the graphic [24].
• Beginner explainer infographics breaking the pipeline into steps (prompt → latent space → denoising → frames → output), aimed at people who don't know how generation works at all [3, 36].

Notable pins

• #9 — Veo 2 official product page ("Our state-of-the-art video generation model," sign-up CTA for VideoFX). Real closed-source product marketing, not a listicle. https://www.pinterest.com/pin/716705728243313502/
• #10 — Lumalabs "Made of wooden blocks / origami folded paper art / colorful toy bricks / flowers": one source video re-rendered in four consistent styles. https://www.pinterest.com/pin/308144799526598925/
• #17 — "4 Major AI Updates: Real News. Real Impact." bundles OpenAI's GPT-6 Astra, Gemini going more agentic across Gmail/Drive/Docs/Slides/Chat, Adobe Premiere's in-timeline generative video/sound, and Cognition's $2B Series E at a $48B valuation. https://www.pinterest.com/pin/982558843745608433/
• #20 — "AI Image Video: Best Quality vs Best Free" decision chart, the cleanest single-image map of today's paid tools (ChatGPT Plus, Gemini Advanced, Midjourney, Adobe Firefly, Recraft, Runway Gen-3, Luma, Pika Pro, Kaiber, Synthesia) against free ones (Ideogram, Gemini Free, SeaArt, Playground, Krea, Canva, Inkscape, CapCut, Pika Free, Runway Free). https://www.pinterest.com/pin/37295503160959330/
• #26 — News card: "ByteDance and Hollywood reach global deal on AI copyright" — ByteDance and the Motion Picture Association agree to strengthen IP protection across ByteDance's image/video-gen tools. https://www.pinterest.com/pin/1074530792376376121/
• #27 — AI ethics/voice-detector infographic flagging a "97% likely AI-generated" voice-analysis result, next to "AI video generators" and "AI ethics & prompt engineering" panels — mainstream anxiety about trusting generated media. https://www.pinterest.com/pin/951104015101996491/
• #32 — "22 Best & Free AI Video Generators," the largest tool roundup in the set; its "Top 5 Picks" rank Kling AI and Hailuo AI above Runway and Pika for realism. https://www.pinterest.com/pin/128493395623874987/
• #35 — "Today's AI News, May 20 2026": Google I/O 2026 recap — Gemini 3.5 Flash, Gemini Omni, the Gemini Spark agent, and Android XR smart glasses. https://www.pinterest.com/pin/652670171044638578/
• #44 — "This Week in AI News" mock newspaper (Aug 15, 2026) with headline strands on "Open Models / Open weights," "Sovereign AI," and "Agent Harness" — the only pin in the whole set that even names open-weight models, and only as a headline teaser, not a demo. https://www.pinterest.com/pin/644577765463965693/
• #48 — "Amuse 3.0," an AMD-backed local AI art-creation tool launch — one of the few pins naming a specific new product release rather than a generic listicle or news-logo card. https://www.pinterest.com/pin/4601060441986715264/

Signals

• Kling AI and Hailuo AI have joined the top tier alongside Runway, Pika and Luma in nearly every listicle collected ([7, 13, 30, 32, 41, 43]) — a broader "top pick" set than the Runway/Pika duopoly of a year ago.
• Google's Veo/Gemini push is the most visible closed-source story on this platform, recurring across independent "AI news" pins (Veo 2 launch, Gemini 3.5/Omni/Spark, Android XR glasses at I/O 2026) rather than through any single viral post.
• OpenAI shows up mostly as logo soup, with only one concrete mention of Sora-2 (#4, a blurry screen-recording of a third-party tool, "zeely.ai," running in "sora-2-video-ad" mode) — thin compared to its usual footprint on other platforms.
• Deepfake/authenticity anxiety is a recurring undertone, not a one-off: a "FAKE"-stamped content pin, a 97%-AI voice detector reading, and a "Human Journalism vs. Machine-Generated Media" graphic all appear independently ([5, 16, 27]).
• Monetization/side-hustle framing is explicit — freelance AI-video service ads with contact info baked into the pin (#24), "faceless channel" and "content marketing" pitches (#23, #25) — Pinterest's AI-video audience skews toward creators looking to sell or scale content, not researchers.
• Open source is essentially absent. Across all 50 pins there is no mention of Stable Diffusion, Flux, ComfyUI, Wan, HunyuanVideo, LTX, Mochi, or any GitHub/HuggingFace link. The only trace of the concept is the words "Open Models. Open weights." as one headline strand inside a mocked-up AI-news front page (#44) — never its own pin, tool logo, or demo image. For this theme, Pinterest's content is almost entirely closed-source SaaS marketing and SEO "best-of" listicles; a reader relying only on this platform would not learn that open-source image/video generation exists as a scene.

Limits

• The worker's pinterest.pins.md table had no per-genre sections (a single flat list of 50 pins under one implicit genre), so all pins were analyzed together rather than genre-by-genre as the playbook describes for multi-genre runs.
• Several pins' titles did not match what their images actually showed, and per the playbook this stage does not browse Pinterest directly to verify — so these are flagged as unconfirmed rather than reported as findings: #42 ("Nvidia #NEW AI Tools") shows only a generic photo of Jensen Huang speaking with no visible on-screen text about any tool; #45 ("Grok 5: Elon Musk's AI Revolution") and #50 ("Discover how Grok is revolutionizing video") both show generic stock/AI-news-anchor imagery with nothing Grok-specific visible; #40 ("GPT 5.2, realtime video editor...") shows only a generic "huge AI news" reaction thumbnail.
• A number of pins are near-duplicate generic stock graphics with no distinct informational content ([2, 8, 22, 29, 39, 45, 49]) — counted in the 50 but not treated as separate signals.
• No open-source image/video generation content was found on Pinterest for this theme. That absence is itself the headline finding for this platform, not a gap in the research — see Signals above.

Recommended actions

• Track where Sora API traffic migrates after 2026-09-24 — Seedance 2.5, MiniMax H3, or Kling v3.
• Watch for changes to Qwen-Image-2.1's non-commercial research license given active 'is this open source' debate.
• Use MiniMax H3 ComfyUI node posting frequency on Lemmy as a leading indicator of open-weight video adoption.
• Re-run the X collection stage with theme-specific search terms instead of regional trending topics.
• Re-run the Reddit collection stage with per-model search terms to reach the ~20-post completion target.
• Verify Midjourney's medical ultrasound CT pivot against its primary source before treating it as confirmed.

Collected images

Data quality notes

X produced zero theme-relevant posts out of 32 due to a search-term mismatch, and Reddit collected only 12 of the targeted ~20 threads from a single search term; Bluesky's search API was blocked (403) and had to be worked around with account-feed sampling, and YouTube's view counts and exact dates could not be confirmed due to JS-rendered pages.