Search “Video”

Grok Bot updates this week: Pages, Vault, and 1Password integration

Grok Bot updated several features this week. According to a report by Ayi AI Notes, the update includes Pages, which can directly generate editable report pages and dashboards; Vault, used to store login and bank card information; and integration with 1Password. Vault and 1Password are designed to let the Bot autofill login and checkout information, but the Bot itself cannot see passwords or card numbers. The update also adds mobile app authorization, covering calendar, contacts, location, and alarms; on iPhone, it can manage reminders and control Home lights. In addition, there is video generation from descriptions or images, new Bot characters, and X Spaces. Currently, this report is the only source, and there have been no further developments.

View story:Grok Bot updates this week: Pages, Vault, and 1Password integration

Google Releases EmbeddingGemma 2 Paper

Google has released the EmbeddingGemma 2 paper, introducing an Apache 2.0-licensed on-device multimodal embedding model that maps text, code, images, audio, and video into the same vector space. Built on Gemma 4, the model learns from the larger Gemini Embedding 2 and is tuned with contrastive training; with 744M parameters, it outperforms models 2 to 12 times larger on multiple tasks. On the Pixel 11 Pro, the quantized text weights occupy about 191MB of active memory, while the full multimodal model takes about 567MB; the context window is expanded 4 times to 8K tokens, accommodating about 5.5 minutes of audio, 29 images, or 58 video frames. Embedding speech directly scores 69.54 on the MSEB spoken query retrieval benchmark, higher than the 57.59 achieved by transcribing first and then retrieving, and code retrieval on MTEB Code improves from 68.76 in EmbeddingGemma 1 to 78.68. There are currently no further developments.

Sam Altman says the world may need to limit the intelligence ceiling of a single AI model

Sam Altman proposed that the world may need to set a cap on the intelligence level of a single AI model. He stated that, at least for a period of time, and possibly for a very long time, people will have to reach some kind of limit on how smart a single model can be. He believes that a slowdown in progress would stem from this decision, rather than from AI lacking the ability to do research well. The relevant remarks come from the full video on the YouTube channel "Cheeky Pint." There are currently no follow-up developments.

meng shao says Video Agent products may be reduced to token relay stations

On October 29, 2026, Shao Meng put forward a judgment: although domestic Video Agent teams such as LibTV, TapNow, Flova, Pexo, and Medeo emphasize barriers such as ecosystem, Agent architecture, and industry know-how in financing roadshows, what they end up building may all turn out to be token relay stations. He speculated that if these websites supported BYOK, the cost for users to bring their own video generation model API Key would be lower than consuming Credits on the site, and even lower when the API Key has a discount. He suggested using REA or building one's own Video Agent from scratch paired with discounted API Keys to reduce costs, believing that for users making video content on TikTok, Ins, and Douyin, the money saved would be considerable. Currently, this judgment has no subsequent developments.

Kling AI announces that Kling4 is integrated into Genspark AI Media Studio

On October 29, 2026, Kling AI announced that Kling4 is now available in Genspark AI Media Studio. According to a message released by Kling AI, Genspark announced that Kling 4.0 has been integrated into the workbench, supporting the generation of 30-second videos in a single pass without stitching, and supporting up to 15 image, video, character, or voice references as well as 10 keyframes; credits are 50% off until November 4, and the official Kling AI account reposted this news. On the same day, QbitAI reported that Genspark officially launched the video Agent workbench Media Studio, integrating more than 70 model versions from over 20 vendors, covering video, image, audio, and 3D. This integration has now been publicly announced with the release of Genspark Media Studio.

Higgsfield AI launches Higgsfield Playable

Higgsfield AI announces the launch of Higgsfield Playable. Users can upload game videos, screenshots, or prompts to build mobile games with viral mechanics, and turn them into playable ads in the Enterprise plan. Currently, this news was released by Higgsfield AI, with no further developments yet.

VEED Dubbing launches on the fal platform

On October 28, 2026, fal announced that VEED Dubbing is now available on the fal platform. According to information released by fal, this feature can translate videos using cloned voices and lip sync; the Pro version supports 94 languages and 14 regional accents, preserves background audio and supports multiple speakers, and also provides controls for target accent and voice clone strength. There are currently no subsequent development facts.

Digital Life Kazik documents netizens using a plugin to raise a DeepSeek Whale Girl.

On October 30, 2026, Digital Life Kazik published an article documenting the phenomenon of netizens creating a personified character, "Whale Girl," based on DeepSeek's whale logo. According to its description, netizens used the DeepSeek Harness client and various plugins to connect this character to QQ, turn it into a desktop pet, and enable it to post emoji packs, initiate chats, and update Qzone; after installing the plugins, these "big blue fat fish" also flooded into the Bilibili comment sections to search for videos, summarize content, and interact with each other, forming what the author calls the "Fish Plague Incident." At present, this phenomenon is still documented only by this one article, and there are no subsequent developments of fact.

fal launches Motion to Code animation-to-code

The fal platform launched the Motion to Code feature on October 29, 2026. According to information released by fal, users can describe an animation, or upload an image or video, to obtain editable code in the form of a GSAP page or a looping GLSL shader. fal officially states that the output is only a few KB rather than MB-level video, and remains clear at any resolution. Currently, no subsequent developments regarding this feature have been disclosed.

Gemini launches avatar creation and sharing feature

Google Gemini has launched a personal avatar feature, allowing users to create and share avatars and appear together with friends in images and videos. After sharing, users can tag each other in prompts and maintain consistency of characters and voices; users can also add or remove others' access at any time. Currently, this feature is based on information disclosed by Gemini on October 30, 2026, and there are no further developments yet.

Manus launches Bricklane 3D building-block custom website building service

On October 28, 2026, Manus launched the Bricklane service: it selects a location from a user's story, designs a custom building-block model, and delivers a 3D building website along with a PDF instruction manual containing a CSV parts list, making it easy for users to purchase parts individually and turn a piece of memory into a physical keepsake. Manus says it did not just build a website but set up an entire company, including an interactive website, 3D block building, piece-by-piece build verification, Stripe, domain, email, a launch video, social posts, and ads. Manus reposted user Natalie's post and emphasized this point; Natalie said she used Manus to turn a real location or her child's drawing into a custom LEGO set, taking only 2 days from domain to first order. The cases Manus showcased include Villa de Verano in Hillsborough, California (566 pieces, 13 steps), a candy shop from a childhood drawing (742 pieces, 19 steps), a ramen shop in Gion, Kyoto (759 pieces, 10 steps), and the Temperate House at Kew Gardens in London (709 pieces, 10 steps).

Tencent Hunyuan Releases Hy-Nomas Technical Report

On October 30, 2026, Tencent Hunyuan released the technical report for Hy-Nomas, an interactive video world model, and open-sourced Hy-Nomas-Bench for reproducible research. The official team also reproduced Genie 4's examples using Hy-Nomas and released comparison videos, and provided an online demo with no waitlist. Earlier introductions stated that Hy-Nomas supports free interaction with text prompts and camera trajectories, long-horizon generation with world memory, lightweight LoRA adaptation for fields such as robotics, and optimization for inference on consumer-grade GPUs. There are currently no further developments.

Odyssey states that world models will bring new discoveries

On October 30, 2026, Odyssey posted that world models will bring new discoveries, along with a video attached to the post. This judgment was released by Odyssey in a first-party capacity, and there are currently no subsequent developments or independent cross-sources to supplement it.

SenseTime Releases Open-Source Model SenseNova 6.8 Code2Video

On October 28, 2026, SenseTime released and open-sourced the lightweight model SenseNova 6.8 Code2Video. The model creates and renders short videos by generating executable code, and has already produced preliminary results in visual composition and motion design. The accompanying Skill supports turning ideas into videos and modifying them through follow-up instructions, and can also reconstruct reference videos into editable code. SenseTime has also open-sourced the model weights, the Skill, and the prompts and complete generation trajectories behind each showcased video; these videos were all generated in a single run from a single prompt. There is currently no information on further developments.

Artificial Analysis says Utopai X ranks second on AA-Video-I2V v2.1

Artificial Analysis released the leaderboard results on October 30, 2026, stating that Utopai X, which Utopai Studios post-trained based on MiniMax H3, ranks second on AA-Video-I2V v2.1, behind only Dreamina Seedance 2.5. The leaderboard information also notes that Utopai X is the only model to simultaneously enter the top two of both AA-Video-T2V v2.1 and AA-Video-I2V v2.1, and performs best on Physics and Multi-Scene & Narrative prompt categories as well as in the Frontier, UI/UX & Motion Design, and Productivity & Knowledge Work scenarios. Currently, the model is available only on the PAI platform, at 93 PAI credits per second of 1080p video, with no public API; PAI subscriptions start at 1,000 credits for $15 per month.

Maxinsights Completes $30 Million Seed Round Financing

On October 29, 2026, Maxinsights completed a $30 million seed round financing, led by PeakXV, with participation from Tola Capital, South Park Commons, INCE Capital, and Alumni Ventures. According to Robotics & Automation News, the funds from this round will be used to expand its physical AI data platform that collects real human activity data for robots and AI models. The company has collected over 2 million hours of real human activity data, of which 1.5 million hours can be directly used for model training, serving more than 30 AI laboratories and foundation model developer clients. The company also launched the MaxLoop quality monitoring system and the MaxGlove tactile sensing glove; MaxLoop reduces review costs by approximately 80% and can process 450,000 hours of video per month.

Solink raises over $100 million in funding, led by Vertu Capital

Ottawa-based video intelligence company Solink announced it has completed more than $100 million in new funding, led by Vertu Capital, with participation from Goldman Sachs Alternatives' Growth Equity, among others. The funds will be used to accelerate its AI Vision Intelligence deployment. Its platform turns existing security cameras into real-time business intelligence, covering more than 35,000 customer sites across 65 countries and managing 500,000 camera feeds. Solink previously completed a $60 million Series C round in 2023, bringing its cumulative funding to more than $198 million.

Tokyo University of Science announces clinical results of AR glasses-assisted bladder cancer surgery

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Tripo AI releases and open-sources the real-time generative renderer EdenLive

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Krea teases the release of its first Krea 3 expert model this week

On October 28, 2026, Krea teased "something is coming," saying that the first Krea 3 expert model would be released this week and inviting users to guess what the first expert model would be. On October 29, Krea announced that Krea 3 would welcome its first expert model tomorrow, and said that a final clue remained in the video. On October 30, Krea released Ad Studio, powered by a new Krea 3 expert model aimed at advertising; users can paste a brand link to generate dozens of ads while maintaining consistency with the brand and product, and it is currently available for free trial.