Google Cloud Announces Biggest-ever Upgrade to Vertex AI

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By Sudipto Ghosh On Mar 14, 2023

Withing hours of introducing new PaLM API and MakerSuite to accelerate generative AI development, Google Cloud has announced mega-upgrades to its existing machine learning platform– Vertex AI. The new upgrade now enable AI developers to take full control of their machine learning workflows and generate powerful results within minutes or hours. IN today’s world, generative AI has emerged as a go-to business capability for SaaS and app builders when it comes to delivering intuitive and scalable customer experience. Generative AI, powered by GPT-3 like models have ushered in a new wave of user-centric experiences that transcend beyond the usual boundaries of interaction and conversation. These are built on zillions of data points extracted from infinite number of interactions generating text, images, videos, codes and calls. By putting together everything in Vertex AI, Google Cloud intends to give a flourishing ground for Generative AI models, created by and for artistic applications.

In its new avatar, Vertex AI by Google Cloud would feature two new technologies supporting generative AI development. These are:

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Generative AI Support
Generative AI App Builder

What is Generative AI Support?

Users can now use Vertex AI to access Google’s LLMs and infuse new capabilities into their generative AI models. Generative AI support in Vertex AI brings in high-end customization across Google and non-Google machine learning and data science models. This is the best way to move forward in next-gen MLOps with Google Cloud’s far-reaching capabilities specifically designed for generative AI developers.

What is Generative AI App Builder?

Vertex AI would now allow machine learning developers to quickly text and establish new AI-powered experiences in real-time. This include building chat bots and virtual assistants, search recommendations, custom search engines and robotic automation interfaces with reporting and analytics. The new app builder feature in Vertex AI enables every generative AI developer to jumpstart on their gen app strategy immediately without worrying about timelines and security mishaps.

At the time of this announcement, Ritu Jyoti, Group Vice President, Worldwide Artificial Intelligence (AI) and Automation Research, IDC said – “Google Cloud is bringing decades of AI research, innovation, and investment to the world with the launch of Generative AI support in Vertex AI and Generative AI App Builder. With this, Google Cloud is poised to enable a whole new generation of builders, innovators, developers and doers to harness the power of AI in novel ways. Google Cloud’s vision to empower teams, transform industries and truly change the world for the better is inspiring, and what sets them apart is their thoughtful yet bold approach, grounded in their deep commitment to responsibility.”

Using Vertex AI, developers can gain access to PaLM API and build case-specific applications for content generation, chat development, classification and so on. This would be in a 100% flexible and scalable environment where developers choose their own data science techniques and AI ML models to create generative AI frameworks. Vertex AI has taken full cognizance of the data sovereignty and privacy that often inflict data science teams. It would also encourage open source contributors to have a larger say in the next steps of taking generative AI to higher grounds with Vertex AI and PaLM API models.

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Over time, Google Cloud could introduce more add-on features to Vertex AI to address the various requirements of businesses and governments. In its attempt to democratize AI and bring more ethical AI innovations within the arm’s reach of every developer, Google announced new partnerships and programs. These would encourage and nurture AI startups that could play a larger role in developing business-friendly generative AI applications in the future.

[To share your insights with us, please write to sghosh@martechseries.com]