- ๐๐ฅ๐๐๐ค & ๐๐ฎ๐ซ๐๐๐ฅ๐ ๐๐๐ญ๐๐ฅ-๐ ๐ข๐ง๐ข๐ฌ๐ก๐๐ ๐๐๐ฌ๐ข๐ ๐ง: Elevate your music experience with our MP3 playerโs compact and stylish build. Fe…
- ๐๐ฅ๐ญ๐ข๐ฆ๐๐ญ๐ ๐๐จ๐ซ๐ญ๐๐๐ข๐ฅ๐ข๐ญ๐ฒ ๐ฐ๐ข๐ญ๐ก ๐๐ฅ๐ข๐ฉ ๐๐๐ฌ๐ข๐ ๐ง: Enjoy unparalleled convenience with our ultra-portable MP3 player, equipped with …
- ๐๐ง๐ญ๐ฎ๐ข๐ญ๐ข๐ฏ๐ ๐๐ฉ๐๐ซ๐๐ญ๐ข๐จ๐ง ๐ฐ๐ข๐ญ๐ก ๐๐ข๐ฆ๐ฉ๐ฅ๐ ๐๐จ๐ง๐ญ๐ซ๐จ๐ฅ๐ฌ: Navigate your music library with ease using the user-friendly operation button…
Multimodal
Models
Systems that perceive, reason, and generate across text, images, and audio โ unified within a single neural architecture.
Text Understanding
Semantic parsing, reasoning, summarisation, code generation, and long-context comprehension up to millions of tokens.
Visual Perception
Scene understanding, object detection, OCR, chart reading, spatial reasoning, and dense image captioning at scale.
Audio Processing
Speech recognition, emotion detection, music understanding, and voice synthesis woven directly into the model.
Cross-Modal Fusion
Information from different modalities is jointly encoded, enabling nuanced queries like “describe the tone of this speaker’s expression.”
Video & Temporal
Understanding sequences of frames, tracking motion, and grounding language in time-varying visual streams.
Unified Generation
A single model that can both consume and produce any modality โ answering with an image, a sentence, or a spoken reply.
Transformer
| Model | Organisation | Modalities | Year |
|---|---|---|---|
| GPT-4o | OpenAI | Text Image Audio | 2024 |
| Gemini 1.5 Pro | Google DeepMind | Text Image Audio Video | 2024 |
| Claude 3.5 Sonnet | Anthropic | Text Image | 2024 |
| LLaVA-NeXT | Meta / Community | Text Image | 2024 |
| Qwen-Audio | Alibaba DAMO | Text Audio | 2023 |
| ImageBind | Meta AI | Text Image Audio Video | 2023 |
“The boundary between the senses is dissolving inside the model. What was once five separate pipelines is collapsing into one shared substrate of meaning.”
โ Perspective on unified multimodal architectures
