New (2nd edition) from @PacktDataML available at https://
amzn.to/4tULP1b RAG-Driven Generative AI โ Build MAS-RAG with DualRAG, GraphRAG, multimodal video pipelines, and Oracle Database 23ai ๐๐ฒ๐ ๐๐ฒ๐ฎ๐๐๐ฟ๐ฒ๐:
Master DualRAG by combining vector search with SQL filtering
MULTIMODAL AI
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New 2nd edition of RAG-Driven Generative AI book
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Ideogram v4.0: 2K Native Resolution, Text Rendering, JSON Prompts
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introducing Ideogram v4.0.
— Krea (@krea_ai) 3 juin 2026
2k native resolution, excellent text rendering, and support for JSON prompts.
try it now in Krea. pic.twitter.com/0U2ypOFHlWintroducing Ideogram v4.0. 2k native resolution, excellent text rendering, and support for JSON prompts. try it now in Krea.
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Build Multimodal AI Knowledge Base with Gemini Embedding 2
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How to Build a Multimodal AI Knowledge Base With Gemini Embedding 2 https://
madebyagents.com/blog/build-mul
timodal-rag-gemini-embedding-2?utm_source=dlvr.it&utm_medium=twitter
โฆ #ArtificialIntelligence #MachineLearning #DataScience #AIStrategy #DigitalTransformation #GenerativeAI #technology #ChiefDataOfficer -
Cosmos 3 tops seven physical AI leaderboards
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๐ Cosmos 3 just topped 7 physical AI leaderboards.
— NVIDIA (@nvidia) 3 juin 2026
NVIDIA Cosmosโข 3, the open omni-model for physical AI, ranks #1 across world generation, robot action policy, and industrial vision understanding.
๐ World generation: Artificial Analysis, PAI-Bench, Physics-IQ, R-Bench
๐คโฆ pic.twitter.com/ESrDfUjSJSCosmos 3 just topped 7 physical AI leaderboards. NVIDIA Cosmosโข 3, the open omni-model for physical AI, ranks #1 across world generation, robot action policy, and industrial vision understanding. World generation: Artificial Analysis, PAI-Bench, Physics-IQ, R-Bench
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New Gemma 4 12B model matches 26B performance
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NEW GEMMA 4 12B MODEL! Google's beloved open-source model saga gets an update today to add the 12B model, which, thanks to its new architecture, performs on par with the equivalent of 26B from a few months ago! The model is multimodal in input: vision, audio, and text
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Ideogram AI’s 4.0 image models: 2K resolution and open source
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The incredible 4.0 image models from @ideogram_ai are here.
— Replicate (@replicate) 3 juin 2026
Native 2K resolution + strong typography, and completely open source. https://t.co/u1NF4IxD0s pic.twitter.com/9ZlfZwR5HmThe incredible 4.0 image models from @ideogram_ai are here. Native 2K resolution + strong typography, and completely open source.
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Ideogram 4.0: SOTA open image model ranks 8th on LM Arena
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Ideogram announced Ideogram 4.0, a new SOTA open image generation model!
— ๐จ AI News | TestingCatalog (@testingcatalog) 3 juin 2026
> Ideogram 4.0 lands in the 8th spot on LM Arena and the 5th spot on Design Arena in the text-to-image category, and is getting close to Nano Banana Pro's performance.
> Ideogram 4.0 features dense,โฆ https://t.co/SYzQmkZcgg pic.twitter.com/RDOLsZg7NXIdeogram announced Ideogram 4.0, a new SOTA open image generation model! > Ideogram 4.0 lands in the 8th spot on LM Arena and the 5th spot on Design Arena in the text-to-image category, and is getting close to Nano Banana Pro's performance. > Ideogram 4.0 features dense,
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New Gemma 4 12B available on Huggingface under Apache 2.0 license
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GOOGLE : A new Gemma 4 12B is now available on Huggingface under Apache 2.0 license! > Built with the same multimodal functionality as Gemma 4 E2B and E4B (text, audio, image, and video inputs), it brings native audio and vision understanding directly to local environments
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Visual Para-Thinker Uses Parallel Reasoning to Overcome AI Visual Plateaus
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Why do AI models hit a wall in visual reasoning? Researchers from Zhejiang University, Hunan University, and Xiaomi introduce Visual Para-Thinker. It uses parallel divide-and-conquer reasoning to avoid sequential thinking plateaus. Outperforms on V*, CountBench, RefCOCO, and
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Microsoft AI’s MAI-Thinking-1: A Hill-Climbing Machine for Frontier Models
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AI progress is not a model. It is a machine that keeps improving models. That is the core idea behind Microsoft AIโs new technical report: MAI-Thinking-1: Building a Hill-Climbing Machine This is not just a model release. It is a blueprint for turning frontier model