Red Hat launches AI blitz for open hybrid cloud at Summit 2023

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A red hat The invasion officially began in Boston, Mass. Tuesday marks the next phase with a series of keynote speeches and announcements, from enhancements in Red Hat OpenShift AI to the launch of Ansible Lightspeed project intelligence Initiative.

Is known red hat summitThe annual conference blends technology with a deep business perspective, and for the first time is running simultaneously Ansible FestThere is also an annual event that focuses on the company’s open-source IT automation tools and brings together users, contributors, and developers.

The major news on the Red Hat OpenShift AI front, the company’s AI and machine learning operations (MLOps) platform, was that it now includes the following enhancements:

  • A development pipeline for AI/ML experiment tracking and automated ML workflows, which the company said “helps data scientists and intelligent application developers iterate more quickly on machine learning projects and build automation into application deployment and updates.”
  • Bias Detection (available in the coming months) that enables organizations to detect bias during training before it reaches production, and continuously monitor production models for changes in measured bias.
  • Ability for organizations to manage performance and operational metrics from a centralized dashboard.

The platform, a release said, “provides a consistent, scalable foundation based on open-source technology for IT operations leaders while bringing together an exclusive partner ecosystem for data scientists and developers to capture innovation in AI.” Is.

“To that end, Red Hat OpenShift AI underpins the generative AI services of IBM, IBM’s artificial intelligence platform designed to scale intelligent applications and services across all aspects of the enterprise, creating the next Promotes the generational foundation model.”

According to Red Hat, as a large language model (LLM) such as OpenAI GPT-4 and meta llama After becoming mainstream, researchers and application developers across all domains and industries are exploring ways to benefit from these and other foundational models. Customers can fine-tune commercial or open-source models with domain-specific data to make them more accurate for their specific use cases.

The initial training of AI models, it added, “is incredibly infrastructure intensive, requiring specialized platforms and tools even before servicing, tuning and model management. Without a platform that can meet these demands, Organizations are often limited in how they can use AI/ML.

What’s happening behind the scenes in terms of development is paramount if the true potential of generative AI is to be realized, maintain two senior executives with the firm.

In a keynote speech, Red Hat CEO Matt Hicks said that like open source, the advent of the Internet and the launch of edge computing became “moments in time” by the millions of people who saw the potential of each and acted on it now. Applies to AI.

“We’re in one of those moments right now,” Hicks said. “This is AI’s moment. AI has moved from the obscurity of academia to the ubiquity of ChatGPT. We are seeing the impact and potential of open source that played out all those years ago with operating systems and programming languages ​​that are now AI playing with.

“We are seeing creativity on a global scale make its way into artificial intelligence through an open source revolution. It is time to dream about the potential of your business, your industry, and become a driver of change for the better.

For Ansible Lightspeed, Red Hat said the next phase of Project Wisdom involves bringing intelligent natural language processing capabilities to Ansible automation. The new service, the company said, is “designed to help drive consistent and accurate automation adoption across an organization, making it easy for novice users to automate tasks, while allowing experienced automaters to handle low-level task creation.” The burden is removed.”

Ashish Badani, Senior Vice President and Chief Product Officer, Red Hat, said, “Innovation has and always will be a human-centric story. It starts with the right idea, thrives with the right team, and reaches its peak with the right tools. reaches full potential.

“That’s what we’re doing with Ansible Lightspeed: giving people an enabling technology that’s intelligent, yet easy enough for developers and operators to use automation in new ways and understandable enough for users to employ their existing knowledge.” worthy so that a vision can come to life.”

Project Wisdom is a Red Hat initiative developed in collaboration with IBM Research to combine Ansible with a set of unique AI capabilities.

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