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The Open/Closed Problem in AI

The article discusses the 'Open/Closed Problem' in AI, drawing parallels between the evolution of 3D graphics hardware and current trends in AI hardware development. It observes how the industry is moving from general-purpose GPUs to specialized ASICs optimized for specific AI tasks like inference and training, potentially limiting creative approaches while improving efficiency.

Background

The article draws parallels between the historical development of 3D graphics hardware and current trends in AI hardware, particularly focusing on the trade-offs between flexibility and efficiency in computing systems.

Source
Lobsters
Published
May 26, 2026 at 12:17 AM
Score
7.0 / 10