![\"MoS_LuisVonAhn_colorcutout\"](\"https:\/\/mastersofscale.com\/wp-content\/uploads\/2022\/09\/MoS_LuisVonAhn_colorcutout.webp\")
The note lays out what von Ahn calls <\/a>\u201cconstructive constraints.\u201d Future hiring and annual reviews will grade employees on their use of AI; head-count growth is frozen unless a team \u201ccannot automate more of their work\u201d; and each function must launch projects that \u201cfundamentally change how they work.\u201d Inside the company, the change is framed not as a head-cutting exercise but as a way to \u201cremove bottlenecks so we can do more with the outstanding Duos we already have.\u201d\u200b<\/p>\n\n\n\n Moving fast on automation is not new for Duolingo. The company cut about 10 percent of its contract content team in early 2024 after deploying GPT-powered curriculum tools, with similar reductions the previous year.\u200b Von Ahn argues that such moves are essential because \u201cto teach well, we need to create a massive amount of content, and doing that manually doesn\u2019t scale.\u201d\u200b<\/p>\n\n\n\n Industry peers are embracing the same logic. Shopify chief Tobias L\u00fctke recently told staff that teams must show \u201cwhy they cannot get what they want done using AI\u201d before asking for new hires, while Uber\u2019s Dara Khosrowshahi has rolled out mandatory AI-skills training.\u200b Observers say these memos mark a shift from \u201cAI copilots\u201d that assist workers to \u201cAI headcount managers\u201d that determine whether humans are hired at all.<\/p>\n\n\n\n Critics warn the technology is not yet ready to replace people end-to-end. A Carnegie Mellon study cited <\/a>by Tech.co found a mock startup staffed entirely by AI agents succeeded at just 24 percent of assigned tasks, evidence that current models still struggle with multi-step reasoning and coordination.\u200b Users on social media also raised concerns about lesson-quality drift as the company leans harder on generative content.<\/p>\n\n\n\n Analysts expect the company\u2019s upcoming earnings call to highlight cost savings from automation, though they will be listening closely for any signs that churn or content quality is slipping.\u200b<\/p>\n\n\n\n If von Ahn\u2019s bet pays off, Duolingo could become a template for AI-first restructuring across the tech sector. If it stumbles, the experiment will serve as a cautionary tale that the cheapest teacher isn\u2019t always the best one.<\/p>\n\n\n\n Learn how AI Agents can supercharge your company’s profits and productivity at TMC’s <\/a>AI Agent Event <\/a>in Sept 29-30, 2025 in DC.<\/mark><\/em><\/p>\n\n\n\n If you liked this post, you\u2019ll love one of the the leading global business communications and technology events since 1999, the ITEXPO #TECHSUPERSHOW<\/a>, Feb 10-12, 2026 Fort Lauderdale, Florida.<\/p>\n\n\n\n Don’t forget the collocated MSP Expo<\/a> – just for managed service providers!<\/p>\n\n\n\n Aside from his role as CEO of <\/em>TMC<\/em><\/a> and chairman of <\/em>ITEXPO<\/em><\/a> #TECHSUPERSHOW Feb 10-12, 2026, Rich Tehrani is CEO of RT Advisors<\/a> and a Registered Representative (investment banker) with and offering securities through Four Points Capital Partners LLC <\/a>(Four Points) (Member FINRA\/SIPC). He handles capital\/debt raises as well as M&A. RT Advisors is not owned by Four Points.<\/em><\/p>\n\n\n\n The above is not an endorsement or recommendation to buy\/sell any security or sector mentioned. No companies mentioned above are current or past clients of RT Advisors.<\/p>\n\n\n\n The views and opinions expressed above are those of the participants. While believed to be reliable, the information has not been independently verified for accuracy. Any broad, general statements made herein are provided for context only and should not be construed as exhaustive or universally applicable.<\/p>\n","protected":false},"excerpt":{"rendered":" Duolingo\u2019s late-night email to employees on April 28 signaled a radical rewrite of its operating model: \u201cDuolingo is going to be AI-first,\u201d wrote co-founder and CEO Luis von Ahn in the memo that the company later published on LinkedIn. He told staff the language-learning app would \u201cgradually stop using contractors to do work that AI<\/p>\n","protected":false},"author":44,"featured_media":20079,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[194],"tags":[1918,3124],"post_mailing_queue_ids":[],"_links":{"self":[{"href":"https:\/\/blog.tmcnet.com\/blog\/rich-tehrani\/wp-json\/wp\/v2\/posts\/20078"}],"collection":[{"href":"https:\/\/blog.tmcnet.com\/blog\/rich-tehrani\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/blog.tmcnet.com\/blog\/rich-tehrani\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/blog.tmcnet.com\/blog\/rich-tehrani\/wp-json\/wp\/v2\/users\/44"}],"replies":[{"embeddable":true,"href":"https:\/\/blog.tmcnet.com\/blog\/rich-tehrani\/wp-json\/wp\/v2\/comments?post=20078"}],"version-history":[{"count":2,"href":"https:\/\/blog.tmcnet.com\/blog\/rich-tehrani\/wp-json\/wp\/v2\/posts\/20078\/revisions"}],"predecessor-version":[{"id":20081,"href":"https:\/\/blog.tmcnet.com\/blog\/rich-tehrani\/wp-json\/wp\/v2\/posts\/20078\/revisions\/20081"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/blog.tmcnet.com\/blog\/rich-tehrani\/wp-json\/wp\/v2\/media\/20079"}],"wp:attachment":[{"href":"https:\/\/blog.tmcnet.com\/blog\/rich-tehrani\/wp-json\/wp\/v2\/media?parent=20078"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/blog.tmcnet.com\/blog\/rich-tehrani\/wp-json\/wp\/v2\/categories?post=20078"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/blog.tmcnet.com\/blog\/rich-tehrani\/wp-json\/wp\/v2\/tags?post=20078"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}
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