Generative AI on the Google Cloud is a breakthrough technology that can analyse and understand images and text to generate meaningful content. This technology uses two main components: Context Understanding and Common Sense.
Context understanding enables generative AI to recognise the meaning of information in a given situation. It uses a variety of techniques, including multimodal processing through Vertex AI and semantic analysis. This means that images and text are analysed together and the meaning of words and phrases is interpreted in context.
Common sense, in turn, helps generative AI to fill in information gaps and draw plausible conclusions. This common sense is acquired through self-directed learning from large amounts of data and through transfer learning from other domains. Users can also support the learning process with interactive feedback.
The interplay of contextual understanding and common sense enables GenAI to understand complex relationships and generate meaningful content. This technology can be used in many areas, including image and text creation, translation, customer service and task automation.
We are confident that Generative AI on Google Cloud will change the way we interact with information.