I loved this research paper on Flow Matching, the most popular approach for video gen. TLDR: More data means harder to fit any specific data (say image), better generalisation, greater coverage of learned concepts. Pretraining: Use Billions of data to learn many things and none
MULTIMODAL AI
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Learning Style Representations in Continuous High-Dimensional Spaces
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they are randomly sampled from a continuous high dimensional space that's been trained to learn what elements of imagery constitite the concept of style
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Banana AI Generates Image of Itself Tweeting About Itself
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@NanoBanana generate an image of a banana sitting at their computer typing a tweet about a banana sitting at their computer typing a tweet -
Qwen3-Max-Preview Release Announced
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BREAKING : Qwen got a big Qwen3-Max-Preview release. Now available via Qwen Chat & Alibaba Cloud API. Open models are conquering the space
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Guide d’implémentation de l’IA multimodale en 6 étapes
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Multimodal AI Cheat Sheet: 6 Steps for Businesses Identify business use cases Choose the right models & frameworks Align multimodal data (text, images, video, audio) Ensure privacy & compliance Integrate into workflows & apps Monitor, govern & scale
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Luma AI Dream Machine Modify Video Enables Virtual Home Redesign
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La nouvelle version de Luma IA permet une refonte de d'appartement/maison virtuel
— VISION IA (@vision_ia) 5 septembre 2025
Réalisée avec "Modify Video" dans Dream Machine. pic.twitter.com/bqLTAyoba8La nouvelle version de Luma IA permet une refonte de d'appartement/maison virtuel Réalisée avec "Modify Video" dans Dream Machine.
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FineVision: Free Open Dataset for Vision Language Models
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We’re doing the work that nobody else wants to do! Welcome to FineVision, the best free open dataset to train vision language models. Let’s go open-source!
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Gemini Visualizes Boullée’s Never-Built Newton Centograph
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Never built architecture and AI. Gemini image generator (nano banana) does a pretty good job imaging what Boullée’s Centograph, his fantastical (and never built) tomb for Isaac Newton would have looked like. I gave it the original 1784 black and white drawings to work with.
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Multimodal LLMs struggle with figurative language in image generation
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LLM multimodal image generation remains too literal in the face of figurative language.
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AI-Generated Photorealistic Portrait of Japanese Ceramicist
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Here's the full prompt that was used to generate the first image: A photorealistic close-up portrait of an elderly Japanese ceramicist with deep, sun-etched wrinkles and a warm, knowing smile. He is carefully
inspecting a freshly glazed tea bowl. The setting is his rustic,