Techaisle Blog

On 24^th September 2024, Google Cloud unveiled several significant updates to its AI offerings. These updates include enhancements to the Gemini model, including the general availability of a two million token context window for Gemini 1.5 Pro, improvements in provisioned throughput, advancements in grounding capabilities, and the general availability of the Imagen 3 text-to-image generation model. These new product announcements from Google Cloud highlight its commitment to advancing AI technologies and providing businesses with the tools they need to drive innovation and growth. With these new features, Google Cloud further solidifies its position as a leader in AI development.

Google also discussed the evolution of its agents, highlighting how they have become increasingly sophisticated and capable over time. As AI technology has advanced, Google's agents have evolved from simple chatbots to intelligent assistants that can perform complex tasks and provide valuable insights. Cloud agents are intelligent software applications that can perform tasks autonomously or in collaboration with humans. They leverage artificial intelligence and machine learning to automate processes, analyze data, and provide insights. Google Cloud has released a variety of agents, including customer agents, employee agents, data agents, security agents, and creative agents. These agents offer numerous benefits, such as increased efficiency, improved decision-making, enhanced customer satisfaction, and reduced operational costs. Google Cloud agents differentiate themselves by integrating with Google's AI platform, Vertex AI, which simplifies development and deployment. Additionally, Google Cloud's agents are designed to be scalable, reliable, and secure, ensuring that businesses can leverage AI to meet their evolving needs.

Gemini Updates and Expanded Capabilities

Updates to the Gemini Model: One of the event's key highlights was the announcement of updates to the Gemini model. The Gemini model, known for its powerful generative AI capabilities, has been further enhanced to provide even more robust performance. The updates to the Gemini Model, specifically the introduction of the Gemini 002 version, bring several advantages for customers. The new version is available in both Flash and Pro versions. The Flash version is designed for speed and versatility, making it suitable for a wide range of applications. On the other hand, the Pro version offers incremental reasoning capabilities, which can be particularly beneficial for more complex tasks that require deeper analysis and understanding. The context window for Gemini 1.5 Pro has also been expanded to 2 million tokens. This significant increase allows for analyzing larger amounts of data in a single prompt, such as two hours of video or 1500 pages of text. This capability enables customers to process and analyze extensive datasets more efficiently, leading to more comprehensive insights and better decision-making.

Google, a trailblazer in Artificial Intelligence (AI), has made significant strides since the introduction of Transformers in 2017. These neural network architectures have revolutionized natural language processing and AI. Google’s dedication to making AI accessible and valuable for all is evident in its development of an infrastructure designed to manage vast data quantities while maintaining stringent data security.

Google’s innovations span Vertex AI, Duet AI, Google Cloud Infrastructure, and the AI Ecosystem. These components are intricately woven into its cloud services and workspace tools. Google acknowledges the necessity of staying abreast of current trends through innovation and the imperative of protecting AI models and data from potential threats.

Furthermore, Google emphasizes the value of partnering with service providers experienced in AI to help businesses maximize the benefits of AI products. Through these technological advancements and collaborative initiatives, Google aims to contribute significantly, especially to clients who may lack easy access to machine learning specialists.

Vertex AI: Google Cloud’s Platform for Generative AI Applications. How Google Cloud’s Vertex AI Enhances Gen AI Capabilities for Businesses

Google Cloud’s Vertex AI, a platform designed to assist developers in creating applications using Generative AI (Gen AI) models, offers new services such as Enterprise Search and Conversations. Since its launch in 2021, Vertex AI has been instrumental in managing the complete lifecycle of AI models, from discovery, training, tuning, and testing to evaluation, control, and deployment. Google Cloud Next 2023 announced significant enhancements to Vertex AI, focusing on how Gen AI capabilities can augment Vertex AI for businesses.

According to recent survey data from Techaisle, the use of Generative-AI is rapidly increasing within SMBs and midmarket firms. The survey found that AI has become a priority for 53% of small businesses, up from 41% in April 2023. Among core-midmarket firms, 87% prioritize AI, up from 75% in April 2023. Similarly, 89% of upper-midmarket firms prioritize AI, compared to 87% in April 2023. Overall, 60% of SMBs and 84% of midmarket firms are either using or planning to use Generative-AI within the next six months.

The survey also found that between 40% and 45% of midmarket firms have developers and architects specializing in AI/ML, DevOps, hybrid cloud, and app modernization. Additionally, between 35% and 45% of these firms plan to increase their investments in Edge computing, Containers, Open-source technologies, app development, and analytics. Most notably, 72% of midmarket firms are increasing their in-house hiring for Generative-AI.

Open Hybrid Cloud, a strategy for architecting, developing, and operating a hybrid mix of applications, delivering a flexible cloud experience with the agility, stability, security, control, and scale required for digital business transformation, is the North Star for IBM and Red Hat. Open Hybrid Cloud is a computing model that combines the benefits of public and private clouds and on-premises and edge infrastructure. It is a complex paradigm to comprehend, and Open Hybrid Cloud is a multifaceted and challenging undertaking for all organizations. However, one of the critical advantages of an Open Hybrid cloud is that it enables organizations to leverage the power of a partner ecosystem. And empowering a robust ecosystem that delivers Open Hybrid Cloud is the guiding principle of Stefanie Chiras, SVP, Red Hat Partner Ecosystem Success. In a discussion with me, she said, “Red Hat’s strategy on Open Hybrid Cloud is dependent upon our ecosystem; the value of it only gets delivered with our ecosystem. And as we tout the value of the flexibility, the scalability, having a secure, security-focused mindset, being driven by the platform, but that optionality that comes with it is only delivered through the ecosystem.”

Red Hat’s ecosystem initiative is powering on with three key announcements:

1. Red Hat partnership with SAP for RISE with SAP
2. Red Hat partnership with Oracle Cloud Infrastructure
3. Red Hat Ansible Automation Platform on Google Cloud Marketplace