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⇱ Understanding AI


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Understanding AI

Artificial intelligence (AI) refers to computer science processes and statistical algorithms that simulate and augment human intelligence. 

Featured

Foundations of AI

Types of AI

Model enhancements

AI at scale

Why choose Red Hat AI?

Build on a trusted foundation that supports any model and any agent on any hardware accelerator—across the hybrid cloud. Red Hat AI gives organizations the freedom to deploy where their data, compliance, and cost requirements demand.

Inference

Manage model complexity with fast, efficient inference powered by vLLM and the control to run any model on any accelerator across the hybrid cloud.

Data

Customize domain-specific agentic AI use cases with models connected to your organization’s own private data.

Agents

Simplify and accelerate your journey to successful agentic AI adoption with governance and control.

Platform

Deploy resilient, trustworthy AI solutions on a foundation of open source transparency and hybrid cloud scalability.

Red Hat AI portfolio

Scale your AI foundation

  • Customize models with control.
  • Optimize resource allocation.

Optimize model performance 

  • Fast inference at scale.
  • Powered by vLLM.

Build and deploy AI applications

  • Manage the full AI lifecycle.
  • Implement AI guardrails. 

Run LLMs on an individual server

  • Develop, test, and run gen AI.
  • Fast, flexible inference.