The Dell Validated Design for Technical Computing (TC) artificial intelligence (AI) serves as a foundation for workload-optimized, rack-level systems. This solution offers flexible design options for compute, networking, and storage components.
The growth of AI applications and their use cases impact nearly all aspects of business and personal life. Generative AI, a branch of AI designed to create data, images, code, and more without explicit human programming, is particularly influential. Precedence Research reports that the global generative AI market, which was valued at USD 17.65 billion in 2023, is projected to reach USD 803.90 billion by 2033, with a CAGR of 46.5% from 2024 to 2032.
Generative AI applications include:
- Conversational agents and chatbots for customer service
- Natural language interaction and translation
- Audio and visual content creation
- Software programming
- Security, fraud detection, and threat intelligence
Few areas of business and society remain unaffected by this technology. While open-source generative AI models like ChatGPT, Google Gemini, and DALL-E are intriguing, they raise concerns about output ownership, accuracy, truthfulness, and source attribution. As a result, many enterprises are looking to develop their own Large Language Models (LLMs) using proprietary datasets or by fine-tuning existing pretrained models.