Tension in the AI Industry Landscape: Service vs. Hardware

This infographic illustrates the potential future dynamic and tension within the AI industry, pitting Big Tech Service & Software Drivers against Hardware & Memory Drivers (NVIDIA and memory manufacturers).

On the left, cloud providers focus on LLM services and developing their own chips (ASIC, TPU) to overcome a central memory bottleneck.

On the right, hardware makers emphasize the raw power of GPUs, high-bandwidth memory (HBM), and in-memory processing to optimize inference.

A central loop describes this interaction as a “tension” that could lead to various outcomes, from a chip-led AI service era to a diverse range of cloud platforms and independent AI services, including sovereign AI initiatives.

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With Gemini

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