Can Your IT Infrastructure Handle AI Demands?
Large language models (LLMs) are rapidly evolving and bringing significant advancements to artificial intelligence (AI) initiatives, including language, vision, reasoning, and real-time interaction.
However, they also pose massive, unexpected infrastructure demands that many organizations are not prepared to handle. Enterprise data centers often struggle with the technical demands of AI, generative AI, and LLMs, which require:
- 10x to 100x more compute capability than traditional machine learning (ML) models
LLM training and inferencing also pose unique demands, resulting in a clash between enterprise AI ambition and AI readiness.
Many organizations aren’t prepared to handle the massive infrastructure demands of large language models.
Author's summary: IT infrastructure may struggle with AI demands.
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