Exploring the Future of Multimodal AI: 2024 and Beyond

Join me, Patrick, as we explore the exciting world of multimodal AI models and learn how they can be used to revolutionize industries and solve complex problems.

  • 1. OPA is a product and research company that builds awesome models and deploys them to solve major human problems.
  • 2. Patrick works on the "apply" team as an engineer, focusing on developer relations.
  • 3. The past year has seen a surge in chatbot development, with significant value created through simple systems.
  • 4. 2024 is predicted to be the "year of multimodal models," with OpenAI working on various multimodal capabilities like vision and image generation.
  • 5. Current multimodal abilities include processing text, images, and videos, combining information from different sources.
  • 6. Multimodal models can improve user experiences by providing more comprehensive and accurate responses.
  • 7. The challenge in developing multimodal models lies in the integration of different input types and making the model understand the context.
  • 8. OpenAI's Whisper model is capable of transcribing video with high accuracy, while GPT-4 can describe images within a video.
  • 9. Combining these abilities allows for better video summarization, capturing both audio and visual information.
  • 10. Multimodal models open up new possibilities for AI applications, such as improved customer support, content creation, and more accessible online experiences.
  • 11. The future of AI is likely to involve more sophisticated multimodal models that can process complex combinations of text, images, and videos.
  • 12. As the technology advances, developers should consider thinking "multimodal" when building AI products, leveraging the connecting power of text in various forms.
  • 13. Exciting patterns and applications in multimodal AI are yet to be discovered, particularly in image-based contexts.
  • 14. OpenAI is eager to release these new tools for wider use and looks forward to seeing the creative applications developers will build with them.

Source: AI Engineer via YouTube

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