Suno Studio demo: from a random sample to a complete beat
Suno released a video showing how to generate a complete beat from a random sample in Suno Studio, and asked users what they want to add next.
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Manus says it built the entire company Bricklane
Manus reposted user Natalie's post and emphasized: Manus didn't just build a website—it built the entire company: an interactive website, 3D brick building, piece-by-piece build verification, Stripe, domain, email, launch video, social posts, and ads. Natalie said she used Manus to turn real places or a child's drawings into custom LEGO sets, going from domain to first order in just 2 days.
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Manus showcases Bricklane: turning stories into brick models
Manus introduces Bricklane: it selects a location from the user's story, designs a custom model, and delivers a 3D building website plus a PDF instruction manual with a CSV parts list, making it easy for users to purchase parts individually and turn a memory into a physical keepsake. Manus says it didn't just build a website—it built an entire company: an interactive website, 3D brick building, piece-by-piece build verification, Stripe, domain, email, launch video, social posts, and ads. The thread showcases several cases, such as 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, London (709 pieces, 10 steps).
Manus introduces Bricklane: it selects a location from the user's story, designs a custom model, and delivers a 3D building website plus a PDF instruction manual with a CSV parts list, making it easy for users to purchase parts individually and turn a memory into a physical keepsake. Manus says it didn't just build a website—it built an entire company: an interactive website, 3D brick building, piece-by-piece build verification, Stripe, domain, email, launch video, social posts, and ads. The thr
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SenseTime Open-Sources SenseNova 6.8 Code2Video Model and Skill
SenseTime has released and open-sourced SenseNova 6.8 Code2Video, a lightweight model that creates and renders short videos by generating executable code, and has already achieved 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 demo video; these videos were all generated in a single run from a single prompt.
SenseTime has released and open-sourced SenseNova 6.8 Code2Video, a lightweight model that creates and renders short videos by generating executable code, and has already achieved 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 comple
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OpenAI Releases GPT-6.1 Terra, Priced 50% Lower Than the Previous Version
OpenAI has released a new model, GPT-6.1 Terra, priced at $1 per million input tokens and $5 per million output tokens, 50% cheaper than GPT-6.1 Sol's $2 and $10. OpenAI says the model is fast and efficient, combining visual reasoning with precise computer operation, and excels at tasks such as drafting proposals, filling out forms, and editing videos. This is OpenAI's fourth consecutive model price cut, and Anthropic also cut the price of Haiku 5.5 by 90% in October.
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iOS 27.2 Upgrades Apple Photos: Shared Albums Add Four Features and Support for SynthID Watermarks
iOS 27.2 brings two upgrades to Apple Photos: Shared Albums add four features—editing photo and video captions, editing comments, preventing duplicate photo additions, and reminders before an album expires; it also adds support for the SynthID watermark developed by Google, which can identify whether an image was generated or modified by generative tools in Photos and Image Playground. The SynthID watermark is invisible but detectable. Using the new Shared Albums features requires first upgrading the album to iOS 27.
iOS 27.2 brings two upgrades to Apple Photos: Shared Albums add four features—editing photo and video captions, editing comments, preventing duplicate photo additions, and reminders before an album expires; it also adds support for the SynthID watermark developed by Google, which can identify whether an image was generated or modified by generative tools in Photos and Image Playground. The SynthID watermark is invisible but detectable. Using the new Shared Albums features requires first upgradin
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DeepSeek Whale Girl Fan Creation: Netizens Raise a Big Blue Fat Fish with Plugins
Netizens created an anthropomorphic character "Whale Girl" based on DeepSeek's whale logo, and with the help of the DeepSeek Harness client and various plugins, connected it to QQ, turned it into a desktop pet, and let it send stickers, initiate chats, and update QQ Zone. After installing the plugins, these "big blue fat fish" also flooded into Bilibili comment sections to search for videos, summarize content, and communicate with each other, forming what the author calls the "Fish Disaster Incident."
Netizens created an anthropomorphic character "Whale Girl" based on DeepSeek's whale logo, and with the help of the DeepSeek Harness client and various plugins, connected it to QQ, turned it into a desktop pet, and let it send stickers, initiate chats, and update QQ Zone. After installing the plugins, these "big blue fat fish" also flooded into Bilibili comment sections to search for videos, summarize content, and communicate with each other, forming what the author calls the "Fish Disaster Inci
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Tencent Hunyuan Releases Hy-Nomas Technical Report and Open-Sources Hy-Nomas-Bench
Tencent Hunyuan has released the technical report for Hy-Nomas, an interactive video world model, and has open-sourced Hy-Nomas-Bench for reproducible research. Officially, Hy-Nomas was also used to reproduce Genie 4's examples and a comparison video was released, along with an online demo that requires 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.
Tencent Hunyuan has released the technical report for Hy-Nomas, an interactive video world model, and has open-sourced Hy-Nomas-Bench for reproducible research. Officially, Hy-Nomas was also used to reproduce Genie 4's examples and a comparison video was released, along with an online demo that requires 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
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Thomas Wolf jokes: this robot deserves an Oscar
Thomas Wolf shared a robot video with the caption "give this robot an oscar", without further explanation.
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Odyssey: World Models Will Bring New Discoveries
Odyssey posted that world models will bring new discoveries, along with a video.
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Rohan Paul jokes about the "slacking" agent in multi-agent RL
Rohan Paul posted a joke about multi-agent reinforcement learning: one of the agents gets tired and wants to go eat lunch, along with a video.
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Utopai X Tops AA-Video-I2V v2.1 at Second Place
Utopai X, post-trained by Utopai Studios based on MiniMax H3, ranks second on the AA-Video-I2V v2.1 leaderboard, behind only Dreamina Seedance 2.5, and is the only model to simultaneously enter the top two of both AA-Video-T2V v2.1 and AA-Video-I2V v2.1. The model 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. Utopai X is available only on the PAI platform, at 93 PAI credits per second for 1080p video, with no public API; PAI subscriptions start at 1,000 credits for $15/month.
Utopai X, post-trained by Utopai Studios based on MiniMax H3, ranks second on the AA-Video-I2V v2.1 leaderboard, behind only Dreamina Seedance 2.5, and is the only model to simultaneously enter the top two of both AA-Video-T2V v2.1 and AA-Video-I2V v2.1. The model 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. Utopai X is available only on the PAI platform, at 93 PAI credits pe
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Tripo AI Releases Real-Time Generative Renderer EdenLive and Open-Sources It
Tripo AI has launched EdenLive, a real-time generative renderer dedicated to interactive scenes, as part of its interactive environment world model Project Eden, and it is now open-sourced to developers. EdenLive decouples scene evolution logic from visual rendering; rendering can be started with just a 2D/3D scene or reference video, a target first frame, and text instructions, and it supports both 480p and 720p resolutions; the 5-billion-parameter version can achieve real-time generation at over 24 frames per second at 720p on a single consumer-grade RTX 5090. The open-source release includes the 5-billion and 14-billion parameter model weights, real-time video generation code, the EdenGolem v0.1 skill for converting text into simple games, and a complete prompt-to-game front-end toolchain; the code is released on GitHub under the Apache 2.0 license, and the weights are available on Hugging Face.
Tripo AI has launched EdenLive, a real-time generative renderer dedicated to interactive scenes, as part of its interactive environment world model Project Eden, and it is now open-sourced to developers. EdenLive decouples scene evolution logic from visual rendering; rendering can be started with just a 2D/3D scene or reference video, a target first frame, and text instructions, and it supports both 480p and 720p resolutions; the 5-billion-parameter version can achieve real-time generation at ov
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fal Launches Motion to Code: Animation-to-Code
The fal platform has launched Motion to Code: users describe an animation, or upload an image or video, and receive editable code in the form of a GSAP page or a looping GLSL shader. The company says the output is only a few KB rather than an MB-scale video, and stays sharp at any resolution.
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Krea 3 to Welcome Its First Expert Model Tomorrow
Krea announced that Krea 3 will welcome its first expert model tomorrow, and said that a final clue remains in the video.
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Gemini 4 Carbon Tops the Artificial Analysis Intelligence Index…
Artificial Analysis evaluations show that Google's Gemini 4 Carbon tops Intelligence Index v5 with 59 points, ranking first in four of the 9 evaluations: HLE-Diamond, Terminal-Bench-Science, AA-Omniscience, and AutomationBench-AA. On the Coding Agent Index, Gemini 4 Carbon (high) paired with Antigravity CLI scores 59 points, 3 points behind Claude Code paired with Claude Opus 5.5 (max, 62 points). The model is currently available only to some users and has not yet been publicly released; it is priced at $4/$20 per 1M input/output tokens with a 50% discount, has a 1M-token context window, and supports text, image, video, and voice input.
Artificial Analysis evaluations show that Google's Gemini 4 Carbon tops Intelligence Index v5 with 59 points, ranking first in four of the 9 evaluations: HLE-Diamond, Terminal-Bench-Science, AA-Omniscience, and AutomationBench-AA. On the Coding Agent Index, Gemini 4 Carbon (high) paired with Antigravity CLI scores 59 points, 3 points behind Claude Code paired with Claude Opus 5.5 (max, 62 points). The model is currently available only to some users and has not yet been publicly released; it is p
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PixVerse showcases Kling 4.0 generation results
PixVerse released a joint generation example with Kling 4.0, noting that AI video still has shortcomings in the sense of physical impact and motion consistency, while this generation presents a heavier sense of impact and more stable details in the action, coming closer to the texture of live-action footage.
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Maxinsights raises $30 million seed round to build a training data platform for physical AI
Maxinsights has completed a $30 million seed round led by PeakXV, with participation from Tola Capital, South Park Commons, INCE Capital and Alumni Ventures, 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 used directly for model training, serving more than 30 AI lab and foundation model developer clients. The company has also launched the MaxLoop quality monitoring system and the MaxGlove tactile sensing glove; MaxLoop reduces review costs by about 80% and can process 450,000 hours of video per month.
Maxinsights has completed a $30 million seed round led by PeakXV, with participation from Tola Capital, South Park Commons, INCE Capital and Alumni Ventures, 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 used directly for model training, serving more than 30 AI lab and foundation model developer clients. The company has also laun
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Tokyo University of Science completes bladder cancer assisted surgery using XREAL One Pro AR glasses
Tokyo University of Science successfully completed a bladder cancer surgery assisted by XREAL One Pro AR glasses; the patient was a man in his 50s, and postoperative progress was smooth. The system was jointly developed by the university's Department of Renal Urology and the Department of Electrical and Electronic Engineering team, superimposing endoscopic images within the doctor's field of view and connecting to Sony's NUCLeUS platform to centrally manage operating room video signals. Other participants can wear xbx a01+ to view information synchronously.
Tokyo University of Science successfully completed a bladder cancer surgery assisted by XREAL One Pro AR glasses; the patient was a man in his 50s, and postoperative progress was smooth. The system was jointly developed by the university's Department of Renal Urology and the Department of Electrical and Electronic Engineering team, superimposing endoscopic images within the doctor's field of view and connecting to Sony's NUCLeUS platform to centrally manage operating room video signals. Other pa
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Solink raises over $100 million to extract business data from security cameras with AI
Video intelligence company Solink has completed a new funding round of over $100 million, led by Vertu Capital with participation from Goldman Sachs through its Growth Equity arm, bringing its cumulative funding to more than $198 million. Its platform uses AI to extract information from the existing security cameras of retail, restaurant and warehouse customers; currently about 500,000 cameras are connected across more than 35,000 customer sites in 65 countries. In February this year the company launched an edge AI agent for perimeter security and loss prevention, and in March it added a vision-language model to its VerifEye command center to filter out false alarms.
Video intelligence company Solink has completed a new funding round of over $100 million, led by Vertu Capital with participation from Goldman Sachs through its Growth Equity arm, bringing its cumulative funding to more than $198 million. Its platform uses AI to extract information from the existing security cameras of retail, restaurant and warehouse customers; currently about 500,000 cameras are connected across more than 35,000 customer sites in 65 countries. In February this year the company
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