#AnthropicTapsSamsungForAIchips

The AI Race Is No Longer Just About Models-It’s About Who Builds the Chips By | October 25, 2023 The AI industry is moving into a new phase, and it might be one of the most significant paradigm shifts we’ve seen in years. Fresh on the heels of OpenAI publicly announcing it’s developing its own custom AI inference chips, news broke this week that Anthropic is looking to follow suit and is exploring in-house AI chip design, with reported talks with Samsung for manufacturing. This suggests to me that the AI war is no longer just about developing smarter models; it’s shifting to control the hardware that drives them.

From an investor’s standpoint, it’s easy to see the appeal.

When demand for AI compute continues to surge, dependence on third-party hardware can prove to be a bottleneck. Optimizing both hardware and software for a specific set of AI models can unlock superior performance and significant cost efficiencies, while also giving these companies greater control over the future roadmaps. As chip manufacturers like Samsung race toward next-generation processes, their cutting-edge capabilities make them a natural partner, even if the current discussions around this Anthropic project are in their nascent stages. This development indicates that the largest players in AI aren't content to cede hardware development and design, and are increasingly focused on owning their stack end-to-end.

This also poses an interesting question for the semiconductor industry as a whole.

Instead of a few players supplying the global hardware needs, we could see a fragmentation in hardware designs catered to specific model requirements, creating new opportunities but raising the bar to entry even higher. As crypto investors know, AI and blockchain often compete for the same pool of innovation-minded capital. Increased confidence in the development of the underlying AI infrastructure can trickle down to sentiment in other emerging technology areas.

Personally, I believe this is a longer-term play. Chip design and manufacturing is a long road, but companies that start investing today could be establishing significant competitive advantages for years to come. The AI race is expanding its battlefront, and owning the hardware may prove to be just as critical as having the best algorithms.

Do you think we’ll see AI companies taking the lead in chip development, or will traditional semiconductor giants continue to call the shots in this critical sector?

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