"SANA-WM Efficient Minute-Scale World Modeling" Most world models can generate short controlled clips, but minute-long 720p rollouts usually need huge models, massive private data, and multi-GPU inference. This paper makes long-horizon world modeling much more practical by
MULTIMODAL AI
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VGGT-Ω: Scaling 3D Reconstruction Models with Feed-Forward Neural Networks
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“VGGT-Ω” 3D reconstruction models is scaling like LLMs. Instead of relying on slow optimization pipelines, VGGT-Ω predicts cameras and depth in one feed-forward pass, even for dynamic video. This research makes that scaling practical with scene registers, lighter prediction
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Researchers convert autoregressive VLM into diffusion-based model
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What if you could get the smarts of an autoregressive AI model but with much faster generation? Researchers from Shanghai Academy of AI for Science and Fudan University present BARD. They convert a standard autoregressive VLM into a diffusion-based one using progressive block
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Adala framework automates data labeling with autonomous AI agents
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Adala just killed manual data labeling with autonomous agents. Most data labeling still happens by hand. Teams burn weeks tagging examples to train one model. This is an open-source framework for autonomous data labeling agents. They learn skills on their own using a
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Omni2Sound: single model for audio from video and text
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What if a single model could generate audio from video, text, or both — with no trade-offs? Researchers from Tsinghua University, Monash University, and Shengshu AI present Omni2Sound. They built SoundAtlas (470k high-alignment pairs) and a three-stage training schedule to
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Anticipation for Veo 4, Seedance 2.0, and Genie update
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Veo 4 would be almost more exciting than Gemini 3.5. It's surprising how long Seedance 2.0 has remained state of the art. Oh and maybe an update to Genie, googles world model. Google i/o can’t come fast enough
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Building Complex Multi-Agent Systems for Automation
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🚨 AGENT SWARMS – BUILD COMPLEX APPS AND AUTOMATIONS
— Abacus.AI (@abacusai) 16 mai 2026
Combine Gemini 3.1 Pro, Opus 4.7 and GPT 5.5 to create complex multi-agent systems
Each agent excels at a particular task – coding, testing, mobile app, research and monitoring
Master agent orchestrates worker agents pic.twitter.com/mLvu0sNKjwAGENT SWARMS – BUILD COMPLEX APPS AND AUTOMATIONS Combine Gemini 3.1 Pro, Opus 4.7 and GPT 5.5 to create complex multi-agent systems Each agent excels at a particular task – coding, testing, mobile app, research and monitoring Master agent orchestrates worker agents
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AI’s Next Interface Will Be Your Eyes, Not an App
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AI’s next interface won’t be another app.
— Ronald van Loon (@Ronald_vanLoon) 16 mai 2026
It will be your eyes.
That sounds futuristic, but it is already becoming real with glasses that can see what you see, understand context, and respond in real time.
Here’s why that matters… pic.twitter.com/xWz71JluX7AI’s next interface won’t be another app. It will be your eyes. That sounds futuristic, but it is already becoming real with glasses that can see what you see, understand context, and respond in real time. Here’s why that matters…
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Scenethesis: LLM + vision module for text-to-3D scene generation
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Want to generate interactive 3D scenes from just a text description? NVIDIA Research and Purdue University present Scenethesis. It combines an LLM for rough scene layout with a vision module that refines object placement using image guidance, plus optimization to prevent
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Abacus AI Studio Uses Agentic Orchestration for AI Video Generation
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🚨 Abacus AI Studio – Use Agentic Orchestration To Create Viral Videos
— Abacus.AI (@abacusai) 16 mai 2026
Agentic loops powered by Opus 4.7 and GPT 5.5 orchestrate state-of-the-art video and image models
– GPT 2 image mixed with SeeDance 2.0
– Nano Banana Pro combined with Grok Imagine
– Kling Motion Control… pic.twitter.com/40XPxNe2mnAbacus AI Studio – Use Agentic Orchestration To Create Viral Videos Agentic loops powered by Opus 4.7 and GPT 5.5 orchestrate state-of-the-art video and image models – GPT 2 image mixed with SeeDance 2.0
– Nano Banana Pro combined with Grok Imagine – Kling Motion Control