Intel, the dominant market leader in data-center CPU chips, is facing challenges in the AI infrastructure business. While its Xeon CPU remains popular, competitors like AMD are making inroads in the market. AMD projects significant revenue from its AI server chip, while Intel is struggling to gain traction with its data-center GPUs and AI accelerators.

The company reported a drop in revenue and operating income for its data-center and AI infrastructure unit. While Intel has announced a leadership change for this business unit, there is no clear plan to counter AMD's AI advancements.

During the earnings call, Intel's CEO indicated a shift in focus towards AI inference rather than training, which aligns with the market trend. However, Intel needs to create a strong software ecosystem and improve its AI computing capabilities to stay competitive.

Intel's performance in the consumer chip market was positive, with gains in revenue and record notebook shipments. The company also achieved its cost-cutting goals and returned to profitability. But the challenges in the AI infrastructure business raise questions about Intel's ability to capitalize on the growing AI market.

With AMD's success and changing market trends, Intel needs to demonstrate a clear strategy to stay relevant in the AI race.