--- title: Worth Reading: The AI Supply Paradox « ipSpace.net blog description: Eric Hoel's analysis of the AI supply paradox argues that the easier it is to train an AI on something, the less economically valuable that thing is — because... canonical: https://daily.dev/posts/worth-reading-the-ai-supply-paradox-ipspace-net-blog-mt5g1mlhf twitter:card: summary_large_image twitter:site: @dailydotdev og:type: website og:site_name: daily.dev og:title: Worth Reading: The AI Supply Paradox « ipSpace.net blog | daily.dev og:description: Eric Hoel's analysis of the AI supply paradox argues that the easier it is to train an AI on something, the less economically valuable that thing is — because... og:url: https://daily.dev/posts/worth-reading-the-ai-supply-paradox-ipspace-net-blog-mt5g1mlhf og:image: https://api.daily.dev/og/posts/mt5G1mLhf.png og:image:alt: Worth Reading: The AI Supply Paradox « ipSpace.net blog og:image:width: 1200 og:image:height: 630 og:locale: en --- > ## Documentation Index > Fetch the complete documentation index at: https://daily.dev/llms.txt > Use this file to discover all available pages before exploring further. # Worth Reading: The AI Supply Paradox « ipSpace.net blog **[ipSpace.net Blog](https://daily.dev/sources/ipspace)** · 1 min read · 0 upvotes · 0 comments ## Summary Eric Hoel's analysis of the AI supply paradox argues that the easier it is to train an AI on something, the less economically valuable that thing is — because the abundance of training data implies the output was already cheap to produce. The implication: AI disrupts low-value, easily generated content most effectively, raising questions about whether massive investor bets on AI will pay off. ## Full article daily.dev links to this article rather than hosting it. Read it at the original source: ## Questions this post answers ### What is the AI supply paradox? The AI supply paradox is the observation that the easier it is to train an AI to do something, the less economically valuable that thing is. The abundance of training data for a task implies that the output was already cheap and plentiful — meaning AI excels at disrupting low-value, easily generated content rather than high-value, scarce work. _Developers weighing AI's real economic impact on their work find perspectives like this on daily.dev._ ## Similar posts on daily.dev - [Rethinking the AI Gold Rush: Industry Leaders Warn of the “Agentic Paradox”](https://daily.dev/posts/rethinking-the-ai-gold-rush-industry-leaders-warn-of-the-agentic-paradox--vzjin8biy) · SD Times · 2 upvotes · 0 comments - [Five architects of the AI economy explain where the wheels are coming off](https://daily.dev/posts/five-architects-of-the-ai-economy-explain-where-the-wheels-are-coming-off-tucvkbryi) · TechCrunch · 0 upvotes · 0 comments - [Commodified Intelligence](https://daily.dev/posts/commodified-intelligence-1cia8jess) · Lobsters · 0 upvotes · 0 comments --- Tags: [#ai](https://daily.dev/tags/ai) [View this post on daily.dev](https://daily.dev/posts/worth-reading-the-ai-supply-paradox-ipspace-net-blog-mt5g1mlhf) ```json {"@context":"https://schema.org","@graph":[{"@type":"Organization","@id":"https://daily.dev/#organization","name":"daily.dev","url":"https://daily.dev","logo":{"@type":"ImageObject","url":"https://daily.dev/apple-touch-icon.png","width":180,"height":180},"sameAs":["https://twitter.com/dailydotdev","https://github.com/dailydotdev","https://www.linkedin.com/company/daily-dev-ltd"]},{"@type":"WebSite","@id":"https://daily.dev/#website","url":"https://daily.dev","name":"daily.dev","publisher":{"@id":"https://daily.dev/#organization"},"potentialAction":{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https://daily.dev/search?q={search_term_string}"},"query-input":"required name=search_term_string"}}]} {"@context":"https://schema.org","@type":"TechArticle","headline":"Worth Reading: The AI Supply Paradox « ipSpace.net blog","url":"https://daily.dev/posts/worth-reading-the-ai-supply-paradox-ipspace-net-blog-mt5g1mlhf","mainEntityOfPage":{"@type":"WebPage","@id":"https://daily.dev/posts/worth-reading-the-ai-supply-paradox-ipspace-net-blog-mt5g1mlhf"},"datePublished":"2026-08-11T08:52:41.058Z","dateModified":"2026-08-11T09:03:18.060Z","description":"Eric Hoel's analysis of the AI supply paradox argues that the easier it is to train an AI on something, the less economically valuable that thing is — because...","image":"https://media.daily.dev/image/upload/s--ZrL_HSsR--/f_auto/v1722860399/public/Placeholder%2006","thumbnailUrl":"https://media.daily.dev/image/upload/s--ZrL_HSsR--/f_auto/v1722860399/public/Placeholder%2006","isAccessibleForFree":true,"articleSection":"ipSpace.net Blog","inLanguage":"en","publisher":{"@type":"Organization","name":"daily.dev","url":"https://daily.dev","logo":{"@type":"ImageObject","url":"https://daily.dev/apple-touch-icon.png","width":180,"height":180}},"author":{"@type":"Organization","name":"ipSpace.net Blog","logo":"https://media.daily.dev/image/upload/s--xS7E82MT--/f_auto,q_auto/v1786438303/logos/ipspace?_a=BAMAMicg0","url":"https://daily.dev/sources/ipspace"},"commentCount":0,"discussionUrl":"https://daily.dev/posts/worth-reading-the-ai-supply-paradox-ipspace-net-blog-mt5g1mlhf","interactionStatistic":[{"@type":"InteractionCounter","interactionType":{"@type":"LikeAction"},"userInteractionCount":0},{"@type":"InteractionCounter","interactionType":{"@type":"CommentAction"},"userInteractionCount":0}],"keywords":"ai","timeRequired":"PT1M"} {"@context":"https://schema.org","@type":"BreadcrumbList","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https://daily.dev"},{"@type":"ListItem","position":2,"name":"ipSpace.net Blog","item":"https://daily.dev/sources/ipspace"},{"@type":"ListItem","position":3,"name":"Worth Reading: The AI Supply Paradox « ipSpace.net blog"}]} {"@context":"https://schema.org","@type":"FAQPage","@id":"https://daily.dev/posts/worth-reading-the-ai-supply-paradox-ipspace-net-blog-mt5g1mlhf#faq","mainEntity":[{"@type":"Question","name":"What is the AI supply paradox?","acceptedAnswer":{"@type":"Answer","text":"The AI supply paradox is the observation that the easier it is to train an AI to do something, the less economically valuable that thing is. 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