# Video Analytics

AI-based software technology that analyzes video streams to identify objects, events, behaviors, and patterns, enabling search, alerts, and automated detection.

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## NVIDIA Cosmos Reason 2 Brings Advanced Reasoning To Physical AI

DevFeed: [NVIDIA Cosmos Reason 2 Brings Advanced Reasoning To Physical AI](<https://devfeed.tech/articles/nvidia-cosmos-reason-2-brings-advanced-reasoning-to-physical-ai-7400.md>)

Original publisher: [Read original article](<https://huggingface.co/blog/nvidia/nvidia-cosmos-reason-2-brings-advanced-reasoning>)

Author: Tsung-Yi Lin; Debraj Sinha

Published: 2026-01-05T22:56:51Z

Content type: release

Language: en

Sources: [Hugging Face - Blog](<https://devfeed.tech/sources/hugging-face-blog.md>)

Topics: [Cosmos](<https://devfeed.tech/topics/cosmos.md>), [Physical AI](<https://devfeed.tech/topics/physical-ai.md>), [vlm](<https://devfeed.tech/topics/vlm.md>), [Artificial Intelligence](<https://devfeed.tech/topics/ai.md>), [Video Analytics](<https://devfeed.tech/topics/video-analytics.md>), [long-context](<https://devfeed.tech/topics/long-context.md>), [Deployment](<https://devfeed.tech/topics/deployment.md>), [data](<https://devfeed.tech/topics/data.md>), [datasets](<https://devfeed.tech/topics/datasets.md>), [Cloud](<https://devfeed.tech/topics/cloud.md>)

Tags: [agents](<https://devfeed.tech/tags/agents.md>), [ai](<https://devfeed.tech/tags/ai.md>), [ai-agents](<https://devfeed.tech/tags/ai-agents.md>), [analytics](<https://devfeed.tech/tags/analytics.md>), [cloud](<https://devfeed.tech/tags/cloud.md>), [cosmos](<https://devfeed.tech/tags/cosmos.md>), [data](<https://devfeed.tech/tags/data.md>), [datasets](<https://devfeed.tech/tags/datasets.md>), [deployment](<https://devfeed.tech/tags/deployment.md>), [language-models](<https://devfeed.tech/tags/language-models.md>), [long-context](<https://devfeed.tech/tags/long-context.md>), [models](<https://devfeed.tech/tags/models.md>), [nvidia](<https://devfeed.tech/tags/nvidia.md>), [ocr](<https://devfeed.tech/tags/ocr.md>), [open](<https://devfeed.tech/tags/open.md>), [performance](<https://devfeed.tech/tags/performance.md>), [physical-ai](<https://devfeed.tech/tags/physical-ai.md>), [physics](<https://devfeed.tech/tags/physics.md>), [reasoning](<https://devfeed.tech/tags/reasoning.md>), [vision](<https://devfeed.tech/tags/vision.md>)

### AI overview

NVIDIA released Cosmos Reason 2, an open reasoning vision-language model for physical AI. The model is designed to help robots and AI agents understand, plan, and act in the physical world, with improved spatio-temporal reasoning, visual perception, OCR, long-context input, and deployment from edge to cloud.

### Source excerpt

NVIDIA today released Cosmos Reason 2, the latest advancement in open, reasoning vision language models for physical AI. Cosmos Reason 2 surpasses its previous version in accuracy and tops the Physical AI Bench and Physical Reasoning leaderboards as the #1 open model for visual understanding. Since their introduction, vision-language models have rapidly improved at tasks like object and pattern recognition in images.