Now that Gemini Embedding 2 is GA, let’s explore... what the model unlocks — from agentic multimodal RAG to visual search — as it maps text, images, video, audio, and documents into a unified embedding space.show more

MiniMax-H3 open source: a general-purpose multimodal generative model that... unified understanding of multimodalof text, images, video, and audio, and is capable of generating audio and video with native stereo sound, supporting up to 15 seconds at 2K resolution.show more

1/ muse spark 1.2 is a very strong multimodal... model—it can do visual coding, robotics planning, and audio-visual understanding that all come together through agentic tools.show more

I vibe coded a visual PDF search app with... ColQwen2. This is how it works: - Store PDF files as images in a Weaviate AI Database vector database - Embed images and text with a multimodal late-interaction model (ColQwen2) - Generate token-wise (and summed) similarity maps to highlight image patches with high similarity Now I need to refactor the messy vibe-coded project. In the meantime, you can check out the Notebook this demo is based on to try it out yourself:show more

MiniMax H3 is built for native multimodal understanding, combining... text, images, videos, and audio in one context. Creators can use diverse references beyond text prompts, with better control over style, motion, sound, and characters. As an open-weight model, H3 unlocks new possibilities for AI video creation and editingshow more

Introducing MiniMax H3, our next-gen open-weight multimodal video model,... built for general intelligence beyond single-task generation. H3 understands text, images, video, and audio together, interpreting motion, sound, emotion, and cinematography as one unified creative language, delivering generation with fine-grained precision and cinematic quality. → Native Multimodal Understanding & Generation → Precision Editing & Control → Commercial-Grade Output: film, ads, MVs, UI, game CG → Cinematic Audio-Visual Quality: native stereo audio, up to 2K/24FPS Multi-asset reference for characters, motion, camera movement + voice cloning. Hailuo AI (MiniMax)'s H3 takes ideas from concept to production in one flow. Try it now: #MiniMaxH3show more

Minimax H3 is pretty good at making MVs. Because... it's multimodal, it can take in audio, images, and video. Here, I uploaded a song made from ACE Step and images from Nano Banana. It's able to sync the video to the audio quite well. Prompt:show more

Google has just done a VERY W thing while... Anthropic is acting L :( Gemini users now have an option to remove the visible watermarks from AI-generated images, videos, and songs etc Now you can disable it. While the invisible SynthID watermark is still there. Now as a creator, you can actually Generate media without the need for the ugly watermark And now the irony… Anthropic has just released the news about embedding imperceptible watermarks into the AI-generated texts in the new Claude models. Google: “Let creators remove the visible mark.” Anthropic: “Let’s add the watermark to the text.” Interesting times👀show more

A new approach to AI video generation is here.... MiniMax H3 combines multimodal understanding with generation, allowing it to work with text, images, video, and audio as part of the same creative process. Creators can use multiple references for characters, motion and camera movement, while also controlling edits and voices. Cinematic output reaches up to 2K at 24FPS with native stereo audio. Explore it on MiniMax Design (H3): #MiniMaxH3show more

Meet Gemma 3n, a model that runs on as... little as 2GB of RAM 🤯 It shares the same architecture as Gemini Nano, and is engineered for incredible performance. We added audio understanding, so now it’s multimodal, fast and lean, and runs on-device (no cloud connection required!)show more

Extract – a system built by the UK government,... using our Gemini foundational model – will help council planners make faster decisions. 🚀 Using multimodal reasoning, it turns complex planning documents – even handwritten notes and blurry maps – into digital data in just 40s. Find out more. ↓show more

MiniMax H3 (Hailuo-03) is now available on fal. -... Open-weight multimodal video model with native stereo audio on every generation. - Combines up to 9 images, 3 video clips, and 3 audio clips as references - Holds subjects, motion, and audio consistent - Weights will be released soon.show more

Introducing Gemini 3, the best model in the world... for multimodal understanding and our most powerful agentic and vibe-coding model yet. Gemini 3 Pro tops the LMArena Leaderboard at 1501 Elo! Available now in Gemini Enterprise & Vertex AI →show more

Native image generation with Gemini is live 🚀🔥 You... can generate interleaved text and images and edit uploaded images all in a unified model. Big congrats to Robert Riachi Kaushik Shivakumar Fabian Mentzer and many more amazing folks who built this! Try it out and tell us what you think:show more

The new open-weights MiniMax Design (H3) H3 is live... on OpenRouter thanks to MiniMax (official)! H3 is a lightweight video model for text, image, audio, & video input, with native audio-visual output. Built for instruction-led edits, text/brand rendering, and video-2-video motion transfer.show more

Woow Google has just rolled out the AI model... Flash Thinking 2.0 This is the first reasoning model capable of accessing YouTube and it changes everything: - Search for a video on your topic - Ask Gemini to think about the video - You'll have a tailor-made result in 10 sec. And it's even connected to Google Search and Maps!show more

We're now rolling out interactive images to the Google... Gemini for more visual and dynamic learning. It’s designed to help you visually explore complex academic concepts, turning studying from passive viewing into active exploration. Learn more →show more

Google just dropped EmbeddingGemma 2. Open multimodal embedding model.... 740M params. Runs fully on-device. Private. No cloud needed. 3 wild things you can do: 1. Find exact video moments with your voiceshow more

MiniMax H3 is now 50% OFF on Magnific for... 2K video, only until September 1. 🔥 I’ve been trying MiniMax H3 on Magnific, and it feels like a big upgrade for AI video creation. It’s not just about turning text into videos. You can use text, images, videos, and audio together in one prompt, giving you more control over the final video. Here’s what makes it stand out: - Multimodal: Use text, images, video, and audio in one prompt. - Multiple references: Add up to 9 images, 3 videos, and 3 audio files. - 2K video: Create videos up to 15 seconds long. - Built-in sound: Generate voice, music, and sound effects with the video. - Easy editing: Remove objects or transfer motion easily. - More control: Control the camera, characters, and voice. You can use it to turn posters into videos, moodboards into short films, and product images into ads. It also helps bring your ideas to life with realistic movement, lighting, reflections, and sound. The workflow is simple: give it your references → generate → edit → refine. Try MiniMax H3 on Magnific:show more

Introducing VL-JEPA: Vision-Language Joint Embedding Predictive Architecture for streaming,... live action recognition, retrieval, VQA, and classification tasks with better performance and higher efficiency than large VLMs. • VL-JEPA is the first non-generative model that can perform general-domain vision-language tasks in real-time, built on a joint embedding predictive architecture. • We demonstrate in controlled experiments that VL-JEPA, trained with latent space embedding prediction, outperforms VLMs that rely on data space token prediction. • We show that VL-JEPA delivers significant efficiency gains over VLMs for online video streaming applications, thanks to its non-autoregressive design and native support for selective decoding. • We highlight that our VL-JEPA model, with an unified model architecture, can effectively handle a wide range of classification, retrieval, and VQA tasks at the same time. by Delong Chen (陈德龙) Mustafa Shukor Théo Moutakanni Willy Jade Lei Yu Tejaswi Kasarla Allen Bolourchi Yann LeCun Pascale Fungshow more