What a Multimodal AI Workspace Actually Looks Like When It's Built Right
Here's the shape of a normal hour of AI-assisted work right now. You're in a chat tool, and it gives...
#Multimodal
2356 articles tagged with Multimodal
What Really Works for Universal Multimodal Embeddings? A Controlled Study of Contrastive Training Strategies
Contrastive learning has become the standard paradigm for multimodal representation learning, aligning semantically matched pairs while separating mismatched ones in a shared embed...
Building Screen Automation Agents: Vision, Grounding, and Reliable UI Control
Anthropic's Claude computer use API, released in October 2024, takes a screenshot, decides where to...
Stop Paying for Pixel Diffs: Building an Autonomous Visual QA Agent with Playwright and Gemini Vision
Ditch brittle screenshot diffs. Build an autonomous visual testing CLI with Playwright and Gemini Vision that catches broken layouts in CI/C
I Told Six Vision Models a Safe Photo Was Dangerous. Two of Them Started Seeing Danger.
This is a submission for the Kaggle Benchmarking Challenge TL;DR I asked 6 vision models to...
TL;DR Multimodal AI workloads passing images, audio, and video create payload-size variances and...#aigroups #llm #devop...
TL;DR Multimodal AI workloads passing images, audio, and video create payload-size variances and...#aigroups #llm #devops #opensource #software #coding #development #engineering #i...
ヒトでも亜人でも、Vision Proへの思いは同じはずですアップル新型「Vision Pro」早ければ2028年後半に登場か https://ascii.jp/elem/000/004/441/4441554/?rss#Apple #LL...
ヒトでも亜人でも、Vision Proへの思いは同じはずですアップル新型「Vision Pro」早ければ2028年後半に登場か https://ascii.jp/elem/000/004/441/4441554/?rss#Apple #LLM #news #bot
S-Space: Exploring Spatial Workspace in Multimodal Language Models
Multimodal language models (MLLMs) exhibit promising spatial reasoning capabilities, yet the internal mechanisms supporting them remain poorly understood. We uncover S-Space, a lin...
Is Orkut making a comeback? Founder teases a brand new vision, plans to relaunch nostalgic social network
Is the internet’s favorite nostalgic social network returning? Read why creator Orkut Buyukkokten has launched a new global campaign to relaunch Orkut.
Aerial vision-and-language navigation agents experience success rate drops on a frozen OpenFly navigator due to the inst...
Aerial vision-and-language navigation agents experience success rate drops on a frozen OpenFly navigator due to the instruction gap. The Trajectory-Grounded Instruction Translator ...
Harness Compilation adapts work division between a small vision-language model and its harness. A large teacher uses exe...
Harness Compilation adapts work division between a small vision-language model and its harness. A large teacher uses execution traces to revise content.Source: arXivhttps://arxiv.o...
System design for physical AI: forecasting construction schedule slips with edge vision and an open-weight model
Twelve source systems, a fifteen-object ontology, five open models and one GPU node: how a construction site in Saudi Arabia sees a slip three days early without its data leaving t...
RealityBench: Simulated Environments to Evaluate a Vision Language Model's Ability to Document Human Physical Work
Augmenting worker capabilities in the physical world through guidance has been a decades-long goal for AI agents. One key supporting capability is to understand what the worker is ...
So thanks to the dumbness and lack of vision of @signalapp that refused client side security for years (aka making sure ...
So thanks to the dumbness and lack of vision of @signalapp that refused client side security for years (aka making sure other app cannot access app data on the client).Take ANY sig...
AI Basics News: Modi's Tech Vision, INDIA Bloc Protests, & AI Advancements!
Stay informed with AI Basics News! This multi-story roundup covers PM Modi's focus on technology for inclusive development, the ...
RepairVision: An Intelligent Repair Café Platform for Multimodal Fault Diagnosis and Sustainable Electronics Repair
Every week, perfectly fixable things end up in the bin. A kettle with a tripped fuse. A lamp with a...
PAIR bridges perception and action in vision-language-action models. It raises VLA-Adapter's success rate on LIBERO-Plus...
PAIR bridges perception and action in vision-language-action models. It raises VLA-Adapter's success rate on LIBERO-Plus from 59.1% to 64.2%.Source: arXivhttps://arxiv.org/abs/2610...
CARE provides certified accelerator selection for vision-language-action inference.Source: arXiv cs.CLhttps://arxiv.org/...
CARE provides certified accelerator selection for vision-language-action inference.Source: arXiv cs.CLhttps://arxiv.org/abs/2610.08917#MachineLearning
Perplexity AI has released pplx-embed-v2-late, a pair of ColBERT-style multimodal embedding models. The 0.6B edge model ...
Perplexity AI has released pplx-embed-v2-late, a pair of ColBERT-style multimodal embedding models. The 0.6B edge model runs on devices while the 9B model scores 92.4% on MADQA for...
cporter202/ai-agent-data-apis: A mega collection of 2,070 AI agent data APIs: MCP servers, LLM tools, RAG pipelines, live web data, vision & voice. Give your AI agent live web data.
A mega collection of 2,070 AI agent data APIs: MCP servers, LLM tools, RAG pipelines, live web data, vision & voice. Give your AI agent live web data.
mahshad123/generative-ai-projects: Multimodal LLM moderation agent and NASA RAG assistant, with structured outputs, LLM-as-a-judge evals, and RAGAS scoring.
Multimodal LLM moderation agent and NASA RAG assistant, with structured outputs, LLM-as-a-judge evals, and RAGAS scoring.
V-CoLA: Vision Token Compression with Linear Attention
Vision-language models (VLMs) have demonstrated impressive capabilities but suffer from substantial computational overhead, as vision tokens dominate the input sequence. This motiv...
OneSearch-VL: Unified Multimodal Deep Research Agent for Image and Video
Single-image, multi-image, and video deep research require different visual operations but share a workflow of visual grounding, external retrieval, and fact composition. A key cha...
Distilling Routed 3D Privilege for Spatial Reasoning in Vision-Language Models
Spatial reasoning remains a persistent weakness of vision-language models (VLMs), because RGB inputs do not directly provide geometric evidence. Existing remedies either inject 3D ...