The most brutal table in the paper. For EVERY defense + model combo: • Utility (how well it works normally)
• Static ASR (attacks from 2023)
• Search ASR (adaptive attacks)
• Queries needed Example: Spotlighting on Gemini • Utility: 75%
• Static attacks: 28% success
•
GENERATIVE AI
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The most brutal table: defense and model combos with ASR and queries
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China’s open-source AI closes gap with major releases
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Top stories in AI today: – Kimi K2 Thinking takes open-source crown
– OpenAI walks back federal backstop comments
– Create polished PPTs with Kimi K2
– Microsoft's new Superintelligence Team
– 4 new AI tools, community workflows, and more Read more: https://
therundown.ai/p/chinas-open-
source-ai-closes-the-gap
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InstanceAssemble: AI Layout-to-Image with Precision Control
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What if you could give an AI exactly where and what to draw—and have it nail both layout and style? Enter InstanceAssemble: a new Layout-to-Image method that uses instance-assembling attention to fuse bounding boxes, text, and even extra visual cues into pixel-perfect scenes.
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China’s Court Rules AI Prompts Lack Copyright Protection
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Breaking: China's first AI prompt copyright case delivers landmark verdict. Are AI prompts protected by copyright? Court says NO! Shanghai Huangpu District Court ruled that AI prompts lack sufficient originality to qualify as protected works, setting an important precedent for
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Eight Breakthrough Technology Trends Transforming Healthcare 2026
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8 Breakthrough Technology Trends That Will Transform Healthcare In 2026 #Healthcare is entering a new era driven by #AI, #quantumcomputing, #robotics, and synthetic #data. In this article, I explore eight breakthrough technologies that are redefining how we discover #drugs,
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AI Agents and Virtual Influencers Transform E-Commerce in 2026
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7 E-Commerce Trends That Will Transform Shopping In 2026 #AIagents are poised to become personal #shoppers that browse and buy on behalf of consumers, while virtual #influencers drive #socialcommerce across platforms like TikTok and Instagram. #Retailers must adapt to
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Cambrian-S: Advanced Spatial Video Understanding Model Released
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Cambrian-S: Towards Spatial Supersensing in Paper: https://
arxiv.org/abs/2511.04670
v1
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Website: https://
cambrian-mllm.github.io
Code: https://
github.com/cambrian-mllm/
cambrian-s
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Cambrian-S Models: https://
hf.co/collections/ny
u-visionx/cambrian-s
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VSI-590K: https://
hf.co/datasets/nyu-v
isionx/vsi-590k
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VSI-SUPER: https://
hf.co/collections/ny
u-visionx/vsi-super
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ReAct Framework in CrewAI: LLM Problem-Solving with Tools
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ReAct is really popular. Here's an example from CrewAI, which uses ReAct to let LLM think through problems and use tools to act on the world.
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OpenAI GPT-OSS released due to Chinese labs pressure
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i rate gpt-oss, it's just that openai wouldn't have released that model without opensource Chinese Labs putting so much pressure on them and yes, Buy a GPU 🙂