[{"@context":"https:\/\/schema.org\/","@type":"BlogPosting","@id":"https:\/\/blog.terabox.com\/insights\/benedict-evans-ai-foundation-models-commodities#BlogPosting","mainEntityOfPage":"https:\/\/blog.terabox.com\/insights\/benedict-evans-ai-foundation-models-commodities","headline":"Benedict Evans: Why AI Foundation Models Are Commodities","name":"Benedict Evans: Why AI Foundation Models Are Commodities","description":"\ud83d\udcfa Today&#8217;s recommended deep-dive video: https:\/\/www.youtube.com\/watch?v=ktl8mNiWqMM Beyond the Chatbot: Benedict Evans on AI\u2019s Industrial RealignmentThe Pivot from Theory to PMFThe Foundation Model Commodity TrapMoving Toward &#8220;Los Angeles&#8221; QuestionsKey TakeawaysQ&amp;A Beyond the Chatbot: Benedict Evans on AI\u2019s Industrial Realignment For the... ","datePublished":"2026-07-08","dateModified":"2026-07-08","author":{"@type":"Person","@id":"https:\/\/blog.terabox.com\/author\/flextech-admin\/#Person","name":"flextech-admin","url":"https:\/\/blog.terabox.com\/author\/flextech-admin\/","image":{"@type":"ImageObject","@id":"https:\/\/secure.gravatar.com\/avatar\/ad516503a11cd5ca435acc9bb6523536?s=150&#038;d=mm&#038;r=gforcedefault=1","url":"https:\/\/secure.gravatar.com\/avatar\/ad516503a11cd5ca435acc9bb6523536?s=150&#038;d=mm&#038;r=gforcedefault=1","height":96,"width":96}},"publisher":{"@type":"Organization","name":"terabox","logo":{"@type":"ImageObject","@id":"http:\/\/blog.terabox.com\/wp-content\/uploads\/2021\/11\/logo\u4ea7\u54c1\u540d-\u7ad6\u7248.png","url":"http:\/\/blog.terabox.com\/wp-content\/uploads\/2021\/11\/logo\u4ea7\u54c1\u540d-\u7ad6\u7248.png","width":900,"height":900}},"image":{"@type":"ImageObject","@id":"https:\/\/img.youtube.com\/vi\/ktl8mNiWqMM\/maxresdefault.jpg","url":"https:\/\/img.youtube.com\/vi\/ktl8mNiWqMM\/maxresdefault.jpg","height":"","width":""},"url":"https:\/\/blog.terabox.com\/insights\/benedict-evans-ai-foundation-models-commodities","video":{"@context":"http:\/\/schema.org\/","@type":"VideoObject","@id":"https:\/\/www.youtube.com\/watch?v=ktl8mNiWqMM#VideoObject","contentUrl":"https:\/\/www.youtube.com\/watch?v=ktl8mNiWqMM","name":"The Economics of AI Usage and What's Next For SaaS | Benedict Evans on a16z","description":"Erik Torenberg speaks with tech analyst Benedict Evans about the current state of AI, what has changed over the past year, and which questions remain unanswered.\n\nThe conversation covers coding agents, foundation models, AI infrastructure spending, software economics, and the tension between today's AI excitement and the long-term realities of technology adoption. Evans discusses why coding has emerged as AI's first breakout use case, how previous platform shifts can help frame the current moment, and why many of the most important questions about AI remain unresolved.\n\nAlong the way, they explore the future of software, enterprise adoption, consumer behavior, and whether AI models ultimately capture value themselves or become infrastructure for the next generation of applications.\n\nTimestamps:\n00:00 - Intro\n00:44 - What's Changed Since Last Year\n05:53 - OpenAI vs Anthropic Strategy\n10:31 - The Pricing Crunch & Platform History\n22:48 - What Comes After Coding\n38:18 - AI & the Future of Enterprise Software\n48:43 - The CapEx Problem\n55:07 - Will Models Become Commodities?\n\nResources:\nFollow Benedict Evans on X: https:\/\/x.com\/benedictevans\nFollow Erik Torenberg on X: https:\/\/x.com\/eriktorenberg\nRead Content Isn\u2019t King: https:\/\/www.ben-evans.com\/benedictevans\/2017\/7\/13\/content-isnt-king\nRead Netflix is Not a Tech Company: https:\/\/www.ben-evans.com\/benedictevans\/2019\/7\/31\/Netflix\n\nStay Updated:\nIf you enjoyed this episode, be sure to like, subscribe, and share with your friends!\n\nFind a16z on X: https:\/\/twitter.com\/a16z\n\nFind a16z on LinkedIn: https:\/\/www.linkedin.com\/company\/a16z\n\nListen to the a16z Show on Spotify: https:\/\/open.spotify.com\/show\/5bC65RDvs3oxnLyqqvkUYX\n\nListen to the a16z Show on Apple Podcasts: https:\/\/podcasts.apple.com\/us\/podcast\/a16z-podcast\/id842818711\n\nFollow our host: https:\/\/x.com\/eriktorenberg\n\nPlease note that the content here is for informational purposes only; should NOT be taken as legal, business, tax, or investment advice or be used to evaluate any investment or security; and is not directed at any investors or potential investors in any a16z fund. a16z and its affiliates may maintain investments in the companies discussed. 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