Multimodal AI
Articles about multimodal artificial intelligence, vision-language models, and multimodal understanding.
GPT Image 2 vs Gemini 3 Pro: Image Generation Benchmark (2026)
We tested GPT Image 2 and Gemini 3 Pro across 8 image categories with identical prompts. Gemini is 4x faster. GPT-Image-2 has better detail. Here are the results with every output image.
Multimodal Models Learning Notes - A Beginner's Guide
Learn multimodal AI from scratch: embedding, understanding, and generation paradigms explained. Covers CLIP, Qwen2.5-VL, Sora, and practical video AI architectures with code examples.
Amazon Nova Video Analysis: TypeScript Guide (2025)
Build video analysis with Amazon Nova on AWS Bedrock. Production-ready TypeScript code for object detection, bounding boxes, and S3 video processing included.
AI Video Search: 10+ Multimodal Platforms Compared (2026)
Discover the best AI video search tools for 2026. We compare TwelveLabs, Google Video AI, and open-source alternatives on accuracy, modality support, and cost.
DeepSeek VL, Janus, JanusFlow: Architecture Deep Dive
Understand all 4 DeepSeek multimodal models — VL, VL2, Janus, and JanusFlow. Covers architecture innovations, MoE vision encoders, and open-source benchmark results.