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Supercharge your Productivity with Visual Language Models!

  • ChatGPT-4V, a language model for vision tasks, can solve complex physics problems when text questions are converted to PNG image.
  • Vision-Language Models (VLMs) combine a large language model with a vision encoder to enable the model to see.
  • VLMs are capable of performing image analysis, visual Q&A, summarising images and video, and solving complex math and physics problems.
  • VLMs are useful in logistics and manufacturing where robots can sort items based on appearance and verbal guidance.
  • The limitations of VLMs include challenges around spatial and long-context video understanding.
  • Training VLMs requires large image/caption datasets and high computational power.
  • The ethical implications of VLMs involve job displacement and labor impacts as machines can outperform human capabilities.
  • The challenge is not just technological, but societal and requires embracing innovation without sacrificing the human touch that defines us.

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