vision-language models
Vision-Language Grounding: Linking Words to Pixels
A technical look at how vision-language models map the word 'dog' to actual pixels—and the surprising ways this grounding process breaks down in real-world scenarios.
vision-language models
AI security
Visual Prompt Injection: How Hidden Images Hack AI Systems
Researchers reveal how imperceptible visual perturbations embedded in images can hijack vision-language models, bypassing safety filters and manipulating AI outputs without human detection.
multimodal AI
Omni-R1: Unifying Multimodal AI Reasoning with New Framework
New research introduces Omni-R1, a unified generative paradigm combining vision-language models with reinforcement learning for enhanced multimodal reasoning capabilities.
AI Agents
How AI Agents Process Images, Video, and UI Screenshots
Modern AI agents leverage vision-language models to interpret visual data, from video frames to UI screenshots. This technical overview explores the architectures and methods enabling multimodal agent capabilities.