Foundation Models: A Commodity, Says Benedict Evans
Tech analyst Benedict Evans argues that foundation models are becoming commoditized, shifting the focus from model ownership to application development.

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powerful AI models rapidly transitioning from novel research breakthroughs
From the article 3 mentionsEvans elaborated on this point, suggesting that as foundation models become more accessible and their underlying technology matures, the competitive advantage will shift from owning the model itself to building innovative applications and services on top of them.
becoming accessible and underlying technology matures, shifting competitive advantage
From the article 6 mentionsIn a recent discussion on The a16z Show, renowned technology analyst Benedict Evans shared his perspective on the current state of artificial intelligence, specifically focusing on the concept of foundation models.
From the articleEvans elaborated on this point, suggesting that as foundation models become more accessible and their underlying technology matures, the competitive advantage will shift from owning the model itself to building innovative applications and services on top of them.
likened to internet and personal computer development
From the article 2 mentionsHe drew parallels to the early days of the internet, where companies that focused on creating services like email or web browsers, rather than just building the internet infrastructure, ultimately captured more value.
creating services like email or web browsers on top of infrastructure
From the article 3 mentionsThe conversation also touched upon the rapid pace of AI development and the challenges of predicting future breakthroughs and their ultimate applications.
companies focusing on services ultimately capture more value
From the article 2 mentionsEvans emphasized that while the underlying technology is impressive, its true impact will be realized through the ingenuity of developers and entrepreneurs who can translate its capabilities into tangible value for users.
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Written by
Daniel SingerEditor, StartupHub.ai
Daniel Singer is the editor of StartupHub.ai, a technology expert and thought leader on AI and its applications across sectors, from fintech and healthcare to developer tooling and consumer software. He writes and tests the tools covered here thoroughly and regularly, and built StartupHub.ai to give founders, operators and buyers a clearer read on what they are actually being sold.
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