{"id":2190548,"date":"2026-10-11T11:00:00","date_gmt":"2026-10-11T08:00:00","guid":{"rendered":"https:\/\/analyse.optim.biz\/?p=2190548"},"modified":"2026-10-11T11:00:00","modified_gmt":"2026-10-11T08:00:00","slug":"learning-to-use-local-ai-is-exciting-overwhelming-and-frustrating","status":"publish","type":"post","link":"https:\/\/analyse.optim.biz\/?p=2190548","title":{"rendered":"Learning to use local AI is exciting, overwhelming, and frustrating"},"content":{"rendered":"<p><main id=\"content\"><\/p>\n<div class>\n<article>\n<div class=\"duet--article--lede duet--page-layout--feature-article _1se63890\">\n<div class=\"duet--ledes--feature-lede duet--ledes--feature-square-lede yrbje60\">\n<div class=\"yrbje61\">\n<div class=\"yrbje66\">\n<div class=\"_1xtd7xb6 _1xtd7xb4\"><\/div>\n<\/div>\n<div class=\"_1044qiz7\">\n<div class=\"yrbje62 _1044qiz3\">\n<div class=\"yrbje63 _1044qizp\">\n<div class=\"_5s9d1e0 _5s9d1e1\">\n<div class=\"_5s9d1e5 _5s9d1e3\"><span class=\"_29pwo217\"><\/p>\n<ul class=\"_1phh1th0\">\n<li>\n<div id=\"follow-category-breadcrumb_mobile-dmcyOmNhdGVnb3J5OjEwMg==\"><button aria-expanded=\"false\" aria-haspopup=\"true\"><span class=\"gnx4pm0 _1618ekm4 _1uf8q816 _19wv7tc5 _1618ekm0\"><span class=\"_1ajq89ki _1ajq89k1 _1ajq89k0\"><\/span><span class=\"_1618ekm9\">AI<\/span><\/span><\/button><\/p>\n<aside id=\"popover-dmcyOmNhdGVnb3J5OjEwMg==-breadcrumb\" style=\"position:absolute;left:0;top:0;visibility:hidden\" class=\"_1wu3rm0 _1se63890\" aria-hidden=\"true\">\n<div class=\"_1wu3rm1\"><button class=\"_1wu3rm3\"><title>Close<\/title><\/button><\/p>\n<div class=\"_1wu3rm5\">AI<\/div>\n<p class=\"fv263x1\">Posts from this topic will be added to your daily email digest and your homepage feed.<\/p>\n<p><button class=\"duet--cta--button _11kb06m1 _11kb06m0 fv263x2 _11kb06mg\"><span><title>Follow<\/title><\/span><span>Follow<\/span><\/button><\/p>\n<p class=\"fv263x4\"><a class=\"fv263x5\" href=\"https:\/\/www.theverge.com\/ai-artificial-intelligence\">See All <!-- -->AI<\/a><\/p>\n<\/div>\n<\/aside>\n<\/div>\n<\/li>\n<li>\n<div id=\"follow-category-breadcrumb_mobile-dmcyOmNhdGVnb3J5OjQ1Mw==\"><button aria-expanded=\"false\" aria-haspopup=\"true\"><span class=\"gnx4pm0 _1618ekm4 _1uf8q816 _19wv7tc5 _1618ekm0\"><span class=\"_1ajq89ki _1ajq89k1 _1ajq89k0\"><\/span><span class=\"_1618ekm9\">Report<\/span><\/span><\/button><\/p>\n<aside id=\"popover-dmcyOmNhdGVnb3J5OjQ1Mw==-breadcrumb\" style=\"position:absolute;left:0;top:0;visibility:hidden\" class=\"_1wu3rm0 _1se63890\" aria-hidden=\"true\">\n<div class=\"_1wu3rm1\"><button class=\"_1wu3rm3\"><title>Close<\/title><\/button><\/p>\n<div class=\"_1wu3rm5\">Report<\/div>\n<p class=\"fv263x1\">Posts from this topic will be added to your daily email digest and your homepage feed.<\/p>\n<p><button class=\"duet--cta--button _11kb06m1 _11kb06m0 fv263x2 _11kb06mg\"><span><title>Follow<\/title><\/span><span>Follow<\/span><\/button><\/p>\n<p class=\"fv263x4\"><a class=\"fv263x5\" href=\"https:\/\/www.theverge.com\/report\">See All <!-- -->Report<\/a><\/p>\n<\/div>\n<\/aside>\n<\/div>\n<\/li>\n<li>\n<div id=\"follow-category-breadcrumb_mobile-dmcyOmNhdGVnb3J5OjU4\"><button aria-expanded=\"false\" aria-haspopup=\"true\"><span class=\"gnx4pm0 _1618ekm4 _1uf8q816 _19wv7tc5 _1618ekm0\"><span class=\"_1ajq89ki _1ajq89k1 _1ajq89k0\"><\/span><span class=\"_1618ekm9\">Tech<\/span><\/span><\/button><\/p>\n<aside id=\"popover-dmcyOmNhdGVnb3J5OjU4-breadcrumb\" style=\"position:absolute;left:0;top:0;visibility:hidden\" class=\"_1wu3rm0 _1se63890\" aria-hidden=\"true\">\n<div class=\"_1wu3rm1\"><button class=\"_1wu3rm3\"><title>Close<\/title><\/button><\/p>\n<div class=\"_1wu3rm5\">Tech<\/div>\n<p class=\"fv263x1\">Posts from this topic will be added to your daily email digest and your homepage feed.<\/p>\n<p><button class=\"duet--cta--button _11kb06m1 _11kb06m0 fv263x2 _11kb06mg\"><span><title>Follow<\/title><\/span><span>Follow<\/span><\/button><\/p>\n<p class=\"fv263x4\"><a class=\"fv263x5\" href=\"https:\/\/www.theverge.com\/tech\">See All <!-- -->Tech<\/a><\/p>\n<\/div>\n<\/aside>\n<\/div>\n<\/li>\n<\/ul>\n<p><\/span><\/div>\n<div class>\n<h1 class=\"cbn62f2 cbn62f0 cbn62f8 _19wv7tcc _19wv7tc9\">Learning to use local AI is exciting, overwhelming, and frustrating<\/h1>\n<p class=\"duet--article--dangerously-set-cms-markup cbn62fi cbn62fg _19wv7tcc _19wv7tc1\">It\u2019s like using cloud-based AI tools, but the privacy makes it more appealing.\ufeff<\/p>\n<\/div>\n<\/div>\n<div class=\"_29pwo22 _29pwo20\">\n<div class=\"_29pwo2c _29pwo29\">\n<div class=\"duet--article--article-byline _19wv7tcc _1p3b6390\"><span class><span>by<\/span> <!-- --> <span aria-expanded=\"false\" role=\"button\" tabindex=\"0\"><span id=\"follow-author-author_byline_lead_mobile-dmcyOmF1dGhvclByb2ZpbGU6NDQ2\" class=\"t0jcdf0 gnx4pm0 _1p3b6392 _1p3b6395 t0jcdf1\"><span class=\"t0jcdf2\"><span class=\"_1ajq89ki _1ajq89k1 _1ajq89k0\"><\/span><\/span><span>Antonio G. Di Benedetto<\/span><\/span><\/span><\/p>\n<aside id=\"popover-dmcyOmF1dGhvclByb2ZpbGU6NDQ2-author_byline_lead\" style=\"position:absolute;left:0;top:0;visibility:hidden\" class=\"_1wu3rm0 _1se63890\" aria-hidden=\"true\">\n<div class=\"_1wu3rm1\"><button class=\"_1wu3rm3\"><title>Close<\/title><\/button><\/p>\n<div class=\"_1bw37384\"><img decoding=\"async\" alt=\"Antonio G. Di Benedetto\" data-chromatic=\"ignore\" loading=\"lazy\" data-nimg=\"fill\" class=\"_1bw37385 i7ks070\" style=\"position:absolute;height:100%;width:100%;left:0;top:0;right:0;bottom:0;color:transparent;background-size:cover;background-position:50% 50%;background-repeat:no-repeat\" src=\"https:\/\/platform.theverge.com\/wp-content\/uploads\/sites\/2\/chorus\/author_profile_images\/195792\/ANTONIO_DI_BENEDETTO.0.jpg?quality=90&amp;strip=all&amp;crop=0%2C0%2C100%2C100&amp;w=2400\"><\/div>\n<div class=\"_1wu3rm5 _1bw37380\">Antonio G. Di Benedetto<\/div>\n<div class=\"_1bw37381\">\n<div class=\"_1bw37382\">Reviewer, Laptops<\/div>\n<\/div>\n<p class=\"fv263x1\">Posts from this author will be added to your daily email digest and your homepage feed.<\/p>\n<p><button class=\"duet--cta--button _11kb06m1 _11kb06m0 fv263x2 _11kb06mg\"><span><title>Follow<\/title><\/span><span>Follow<\/span><\/button><\/p>\n<p class=\"fv263x4\"><a class=\"fv263x5\" href=\"https:\/\/www.theverge.com\/authors\/antonio-g-di-benedetto\">See All by <!-- -->Antonio G. Di Benedetto<\/a><\/p>\n<\/div>\n<\/aside>\n<p><\/span><\/div>\n<p><span class=\"duet--article--timestamp g4xafw6 g4xafw1 g4xafw0 _19wv7tc5 _19wv7tcc\"><time datetime=\"2026-10-11T11:00:00+00:00\">Oct 11, 2026, 11:00 AM UTC<\/time><\/span><\/div>\n<div class=\"_29pwo2o _29pwo2m _29pwo2w\">\n<div class=\"_29pwo210 _29pwo2x\"><span class=\"_29pwo217\"><\/p>\n<ul class=\"duet--article--share-buttons _1e9wo7z0\">\n<li>\n<div class=\"_1e9wo7zo\"><button aria-label=\"Copy link\" class=\"_1e9wo7z4 _1e9wo7z1\"><title>Link<\/title><\/button><\/div>\n<\/li>\n<li><button aria-expanded=\"false\" aria-haspopup=\"true\" aria-label=\"Share article\" class=\"_1e9wo7z4 _1e9wo7z1\"><title>Share<\/title><\/button><\/li>\n<li>\n<div><button aria-expanded=\"false\" aria-haspopup=\"true\" aria-label=\"Gift this article\" class=\"_1e9wo7z4 _1e9wo7z1\"><title>Gift<\/title><\/button><\/div>\n<\/li>\n<\/ul>\n<p><\/span><span class=\"_29pwo225 _29pwo222 _1044qizr _29pwo217\"><\/span><\/div>\n<\/div>\n<div class=\"_29pwo21b _29pwo219\">\n<div class=\"o1ls9e o1ls98 o1ls90 o1ls92h\">\n<div class=\"o1ls90 o1ls9f o1ls99\" data-concert=\"article_sponsorship_headline_above_mobile_and_tablet\"><\/div>\n<\/div>\n<\/div>\n<div class=\"_29pwo21u _29pwo21y\"><\/div>\n<\/div>\n<\/div>\n<div class=\"_1xtd7xb0\">\n<div class=\"yrbje65 _1xtd7xb1\">\n<div class=\"_19dn9e80\">\n<div class=\"_19dn9e82 _19dn9e81 sticky-nav-trigger\"><\/div>\n<div class=\"duet--layout--entry-image _1l4uy9l0\">\n<div class=\"_1l4uy9l1 _1l4uy9l2\">\n<div class=\"_1044qizn _1044qizw\"><img decoding=\"async\" alt=\"100926_Asus_TUF_A14_Hermes_local_AI_ADiBenedetto_0001\" data-chromatic=\"ignore\" data-nimg=\"fill\" class=\"i7ks070\" style=\"position:absolute;height:100%;width:100%;left:0;top:0;right:0;bottom:0;color:transparent;background-size:cover;background-position:50% 50%;background-repeat:no-repeat\" src=\"https:\/\/platform.theverge.com\/wp-content\/uploads\/sites\/2\/2026\/10\/100926_Asus_TUF_A14_Hermes_local_AI_ADiBenedetto_0001.jpg?quality=90&amp;strip=all&amp;crop=16.666666666667%2C0%2C66.666666666667%2C100&amp;w=2400\"><\/div>\n<div class=\"_1044qizm _1044qizw\"><img decoding=\"async\" alt=\"100926_Asus_TUF_A14_Hermes_local_AI_ADiBenedetto_0001\" data-chromatic=\"ignore\" data-nimg=\"fill\" class=\"i7ks070\" style=\"position:absolute;height:100%;width:100%;left:0;top:0;right:0;bottom:0;color:transparent;background-size:cover;background-position:50% 50%;background-repeat:no-repeat\" src=\"https:\/\/platform.theverge.com\/wp-content\/uploads\/sites\/2\/2026\/10\/100926_Asus_TUF_A14_Hermes_local_AI_ADiBenedetto_0001.jpg?quality=90&amp;strip=all&amp;crop=16.666666666667%2C0%2C66.666666666667%2C100&amp;w=2400\"><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div class=\"yrbje67\">\n<div class=\"duet--media--caption _77sxmb2 _77sxmb0\"><figcaption class=\"duet--article--dangerously-set-cms-markup _19wv7tc2 _77sxmbc _77sxmba\"><em>Baby\u2019s first local AI agent.<\/em><\/figcaption><cite class=\"duet--article--dangerously-set-cms-markup _19wv7tc2 _77sxmb7 _77sxmb5\">|  Photo: Antonio G. Di Benedetto \/ The Verge<\/cite><\/div>\n<\/div>\n<\/div>\n<div class=\"yrbje63 _1044qizq\">\n<div class=\"_5s9d1e0 _5s9d1e1\">\n<div class=\"_5s9d1e5 _5s9d1e3\"><span class=\"_29pwo217\"><\/p>\n<ul class=\"_1phh1th0\">\n<li>\n<div id=\"follow-category-breadcrumb_desktop-dmcyOmNhdGVnb3J5OjEwMg==\"><button aria-expanded=\"false\" aria-haspopup=\"true\"><span class=\"gnx4pm0 _1618ekm4 _1uf8q816 _19wv7tc5 _1618ekm0\"><span class=\"_1ajq89ki _1ajq89k1 _1ajq89k0\"><\/span><span class=\"_1618ekm9\">AI<\/span><\/span><\/button><\/p>\n<aside id=\"popover-dmcyOmNhdGVnb3J5OjEwMg==-breadcrumb\" style=\"position:absolute;left:0;top:0;visibility:hidden\" class=\"_1wu3rm0 _1se63890\" aria-hidden=\"true\">\n<div class=\"_1wu3rm1\"><button class=\"_1wu3rm3\"><title>Close<\/title><\/button><\/p>\n<div class=\"_1wu3rm5\">AI<\/div>\n<p class=\"fv263x1\">Posts from this topic will be added to your daily email digest and your homepage feed.<\/p>\n<p><button class=\"duet--cta--button _11kb06m1 _11kb06m0 fv263x2 _11kb06mg\"><span><title>Follow<\/title><\/span><span>Follow<\/span><\/button><\/p>\n<p class=\"fv263x4\"><a class=\"fv263x5\" href=\"https:\/\/www.theverge.com\/ai-artificial-intelligence\">See All <!-- -->AI<\/a><\/p>\n<\/div>\n<\/aside>\n<\/div>\n<\/li>\n<li>\n<div id=\"follow-category-breadcrumb_desktop-dmcyOmNhdGVnb3J5OjQ1Mw==\"><button aria-expanded=\"false\" aria-haspopup=\"true\"><span class=\"gnx4pm0 _1618ekm4 _1uf8q816 _19wv7tc5 _1618ekm0\"><span class=\"_1ajq89ki _1ajq89k1 _1ajq89k0\"><\/span><span class=\"_1618ekm9\">Report<\/span><\/span><\/button><\/p>\n<aside id=\"popover-dmcyOmNhdGVnb3J5OjQ1Mw==-breadcrumb\" style=\"position:absolute;left:0;top:0;visibility:hidden\" class=\"_1wu3rm0 _1se63890\" aria-hidden=\"true\">\n<div class=\"_1wu3rm1\"><button class=\"_1wu3rm3\"><title>Close<\/title><\/button><\/p>\n<div class=\"_1wu3rm5\">Report<\/div>\n<p class=\"fv263x1\">Posts from this topic will be added to your daily email digest and your homepage feed.<\/p>\n<p><button class=\"duet--cta--button _11kb06m1 _11kb06m0 fv263x2 _11kb06mg\"><span><title>Follow<\/title><\/span><span>Follow<\/span><\/button><\/p>\n<p class=\"fv263x4\"><a class=\"fv263x5\" href=\"https:\/\/www.theverge.com\/report\">See All <!-- -->Report<\/a><\/p>\n<\/div>\n<\/aside>\n<\/div>\n<\/li>\n<li>\n<div id=\"follow-category-breadcrumb_desktop-dmcyOmNhdGVnb3J5OjU4\"><button aria-expanded=\"false\" aria-haspopup=\"true\"><span class=\"gnx4pm0 _1618ekm4 _1uf8q816 _19wv7tc5 _1618ekm0\"><span class=\"_1ajq89ki _1ajq89k1 _1ajq89k0\"><\/span><span class=\"_1618ekm9\">Tech<\/span><\/span><\/button><\/p>\n<aside id=\"popover-dmcyOmNhdGVnb3J5OjU4-breadcrumb\" style=\"position:absolute;left:0;top:0;visibility:hidden\" class=\"_1wu3rm0 _1se63890\" aria-hidden=\"true\">\n<div class=\"_1wu3rm1\"><button class=\"_1wu3rm3\"><title>Close<\/title><\/button><\/p>\n<div class=\"_1wu3rm5\">Tech<\/div>\n<p class=\"fv263x1\">Posts from this topic will be added to your daily email digest and your homepage feed.<\/p>\n<p><button class=\"duet--cta--button _11kb06m1 _11kb06m0 fv263x2 _11kb06mg\"><span><title>Follow<\/title><\/span><span>Follow<\/span><\/button><\/p>\n<p class=\"fv263x4\"><a class=\"fv263x5\" href=\"https:\/\/www.theverge.com\/tech\">See All <!-- -->Tech<\/a><\/p>\n<\/div>\n<\/aside>\n<\/div>\n<\/li>\n<\/ul>\n<p><\/span><\/div>\n<div class>\n<h1 class=\"cbn62f2 cbn62f0 cbn62f8 _19wv7tcc _19wv7tc9\">Learning to use local AI is exciting, overwhelming, and frustrating<\/h1>\n<p class=\"duet--article--dangerously-set-cms-markup cbn62fi cbn62fg _19wv7tcc _19wv7tc1\">It\u2019s like using cloud-based AI tools, but the privacy makes it more appealing.\ufeff<\/p>\n<\/div>\n<\/div>\n<div class=\"_29pwo22 _29pwo20\">\n<div class=\"_29pwo2c _29pwo29\">\n<div class=\"duet--article--article-byline _19wv7tcc _1p3b6390\"><span class><span>by<\/span> <!-- --> <span aria-expanded=\"false\" role=\"button\" tabindex=\"0\"><span id=\"follow-author-author_byline_lead_desktop-dmcyOmF1dGhvclByb2ZpbGU6NDQ2\" class=\"t0jcdf0 gnx4pm0 _1p3b6392 _1p3b6395 t0jcdf1\"><span class=\"t0jcdf2\"><span class=\"_1ajq89ki _1ajq89k1 _1ajq89k0\"><\/span><\/span><span>Antonio G. Di Benedetto<\/span><\/span><\/span><\/p>\n<aside id=\"popover-dmcyOmF1dGhvclByb2ZpbGU6NDQ2-author_byline_lead\" style=\"position:absolute;left:0;top:0;visibility:hidden\" class=\"_1wu3rm0 _1se63890\" aria-hidden=\"true\">\n<div class=\"_1wu3rm1\"><button class=\"_1wu3rm3\"><title>Close<\/title><\/button><\/p>\n<div class=\"_1bw37384\"><img decoding=\"async\" alt=\"Antonio G. Di Benedetto\" data-chromatic=\"ignore\" loading=\"lazy\" data-nimg=\"fill\" class=\"_1bw37385 i7ks070\" style=\"position:absolute;height:100%;width:100%;left:0;top:0;right:0;bottom:0;color:transparent;background-size:cover;background-position:50% 50%;background-repeat:no-repeat\" src=\"https:\/\/platform.theverge.com\/wp-content\/uploads\/sites\/2\/chorus\/author_profile_images\/195792\/ANTONIO_DI_BENEDETTO.0.jpg?quality=90&amp;strip=all&amp;crop=0%2C0%2C100%2C100&amp;w=2400\"><\/div>\n<div class=\"_1wu3rm5 _1bw37380\">Antonio G. Di Benedetto<\/div>\n<div class=\"_1bw37381\">\n<div class=\"_1bw37382\">Reviewer, Laptops<\/div>\n<\/div>\n<p class=\"fv263x1\">Posts from this author will be added to your daily email digest and your homepage feed.<\/p>\n<p><button class=\"duet--cta--button _11kb06m1 _11kb06m0 fv263x2 _11kb06mg\"><span><title>Follow<\/title><\/span><span>Follow<\/span><\/button><\/p>\n<p class=\"fv263x4\"><a class=\"fv263x5\" href=\"https:\/\/www.theverge.com\/authors\/antonio-g-di-benedetto\">See All by <!-- -->Antonio G. Di Benedetto<\/a><\/p>\n<\/div>\n<\/aside>\n<p><\/span><\/div>\n<p><span class=\"duet--article--timestamp g4xafw6 g4xafw1 g4xafw0 _19wv7tc5 _19wv7tcc\"><time datetime=\"2026-10-11T11:00:00+00:00\">Oct 11, 2026, 11:00 AM UTC<\/time><\/span><\/div>\n<div class=\"_29pwo2o _29pwo2m _29pwo2w\">\n<div class=\"_29pwo210 _29pwo2x\"><span class=\"_29pwo217\"><\/p>\n<ul class=\"duet--article--share-buttons _1e9wo7z0\">\n<li>\n<div class=\"_1e9wo7zo\"><button aria-label=\"Copy link\" class=\"_1e9wo7z4 _1e9wo7z1\"><title>Link<\/title><\/button><\/div>\n<\/li>\n<li><button aria-expanded=\"false\" aria-haspopup=\"true\" aria-label=\"Share article\" class=\"_1e9wo7z4 _1e9wo7z1\"><title>Share<\/title><\/button><\/li>\n<li>\n<div><button aria-expanded=\"false\" aria-haspopup=\"true\" aria-label=\"Gift this article\" class=\"_1e9wo7z4 _1e9wo7z1\"><title>Gift<\/title><\/button><\/div>\n<\/li>\n<\/ul>\n<p><\/span><span class=\"_29pwo225 _29pwo222 _1044qizr _29pwo217\"><\/span><\/div>\n<\/div>\n<div class=\"_29pwo21u _29pwo21y\">\n<div class=\"_29pwo21k _29pwo21h\">\n<div class=\"o1ls9c o1ls98 o1ls90 o1ls92i\">\n<div class=\"o1ls90 o1ls9d o1ls99\" data-concert=\"article_sponsorship_headline_above_desktop\"><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div class=\"duet--layout--entry-body-container j2p4kx0 _1044qiz3 _1044qiz17\">\n<div class=\"j2p4kx1\">\n<div class=\"duet--layout--entry-body mebm7x0\">\n<div class=\"duet--ledes--standard-lede-bottom\">\n<div class=\"h9mca15\">\n<div class=\"waimqt2 waimqt0\">\n<div class=\"_4aoxp30 _4aoxp31\">\n<div class=\"_4aoxp33\"><a class=\"_4aoxp36\" href=\"https:\/\/www.theverge.com\/authors\/antonio-g-di-benedetto\"><img decoding=\"async\" alt=\"Antonio G. Di Benedetto\" data-chromatic=\"ignore\" loading=\"lazy\" width=\"36\" height=\"36\" data-nimg=\"1\" class=\"_4aoxp34\" style=\"color:transparent\" src=\"https:\/\/platform.theverge.com\/wp-content\/uploads\/sites\/2\/chorus\/author_profile_images\/195792\/ANTONIO_DI_BENEDETTO.0.jpg?quality=90&amp;strip=all&amp;crop=0%2C0%2C100%2C100&amp;w=96\"><\/a><\/div>\n<div class=\"_4aoxp35\"><span aria-expanded=\"false\" role=\"button\" tabindex=\"0\"><span id=\"follow-author-standard_article_details-dmcyOmF1dGhvclByb2ZpbGU6NDQ2\" class=\"t0jcdf0 gnx4pm0 _1p3b6392 _1p3b6393 t0jcdf1\"><span class=\"t0jcdf2\"><span class=\"_1ajq89ke _1ajq89k1 _1ajq89k0\"><\/span><\/span><span>Antonio G. Di Benedetto<\/span><\/span><\/span><\/p>\n<aside id=\"popover-dmcyOmF1dGhvclByb2ZpbGU6NDQ2-standard_article_details\" style=\"position:absolute;left:0;top:0;visibility:hidden\" class=\"_1wu3rm0 _1se63890\" aria-hidden=\"true\">\n<div class=\"_1wu3rm1\"><button class=\"_1wu3rm3\"><title>Close<\/title><\/button><\/p>\n<div class=\"_1bw37384\"><img decoding=\"async\" alt=\"Antonio G. Di Benedetto\" data-chromatic=\"ignore\" loading=\"lazy\" data-nimg=\"fill\" class=\"_1bw37385 i7ks070\" style=\"position:absolute;height:100%;width:100%;left:0;top:0;right:0;bottom:0;color:transparent;background-size:cover;background-position:50% 50%;background-repeat:no-repeat\" src=\"https:\/\/platform.theverge.com\/wp-content\/uploads\/sites\/2\/chorus\/author_profile_images\/195792\/ANTONIO_DI_BENEDETTO.0.jpg?quality=90&amp;strip=all&amp;crop=0%2C0%2C100%2C100&amp;w=2400\"><\/div>\n<div class=\"_1wu3rm5 _1bw37380\">Antonio G. Di Benedetto<\/div>\n<div class=\"_1bw37381\"><\/div>\n<p class=\"fv263x1\">Posts from this author will be added to your daily email digest and your homepage feed.<\/p>\n<p><button class=\"duet--cta--button _11kb06m1 _11kb06m0 fv263x2 _11kb06mg\"><span><title>Follow<\/title><\/span><span>Follow<\/span><\/button><\/p>\n<p class=\"fv263x4\"><a class=\"fv263x5\" href=\"https:\/\/www.theverge.com\/authors\/antonio-g-di-benedetto\">See All by <!-- -->Antonio G. Di Benedetto<\/a><\/p>\n<\/div>\n<\/aside>\n<p> <span class=\"duet--article--dangerously-set-cms-markup _4aoxp37\">is a reviewer covering laptops and the occasional gadget. He spent over 15 years in the photography industry before joining The Verge as a deals writer in 2021.<\/span><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div id=\"zephr-anchor\" class=\"_1044qiz13\">\n<div class=\"duet--article--article-body-component\">\n<p class=\"duet--article--dangerously-set-cms-markup duet--article--standard-paragraph _1044qizi _18mzr4b2 _18mzr4b0 _18mzr4b7 _18mzr4b5 _19wv7tc1 _18mzr4bb\">I\u2019m embarking on a journey I\u2019ve so far been hesitant to go on: actually using AI on the regular. Giving my most personal data to cloud services has been a major hold up for me, but it\u2019s increasingly possible to run powerful models locally to see what they\u2019re capable of. Is this tech so useful that it\u2019s worth throwing gobs of money at a computer or a laptop with lots of overpriced RAM? I\u2019ll try to help you find out. I\u2019m not an AI expert, it\u2019s going to be a journey for me, but maybe I can help you see if that journey is worth taking \u2014 and I\u2019ll be posting my way through it.<\/p>\n<\/div>\n<div class=\"duet--article--article-body-component\">\n<p class=\"duet--article--dangerously-set-cms-markup duet--article--standard-paragraph _1044qizi _18mzr4b1 _18mzr4b0 _19wv7tc1\">A big part of Apple\u2019s pitch for its new Mac desktops is how good they are for local AI, and there\u2019s an entire line of new <a href=\"https:\/\/www.theverge.com\/tech\/940589\/nvidia-rtx-spark-n1-n1x-laptop-desktop-pc-cpu-gpu-ai-release-date\">RTX Spark<\/a> <a href=\"https:\/\/www.theverge.com\/news\/989133\/nvidia-rtx-spark-laptops-n1x-specifications\">Windows machines<\/a> <a href=\"https:\/\/www.theverge.com\/tech\/1006356\/microsoft-surface-laptop-ultra-behind-the-scenes\">landing<\/a> <a href=\"https:\/\/www.theverge.com\/news\/1006378\/microsoft-surface-laptop-ultra-pricing-release-date\">imminently<\/a> with <a href=\"https:\/\/www.theverge.com\/gadgets\/1007040\/nvidias-powerful-rtx-spark-laptops-can-cost-up-to-7000\">up to 128GB of RAM<\/a> aimed at using agentic AI. Local AI and agents are just, like, <em>so<\/em> hot right now. But, in all seriousness, the thought of having a little gofer living solely in the box on my desk that answers only to me and not overlords from OpenAI, Google, Microsoft, or Anthropic hits a bit different than trusting cloud services or subscribing to a chatbot. Don\u2019t get me wrong, there\u2019s still no way I\u2019m gonna have it write for me, edit for me, or generate <a href=\"https:\/\/www.404media.co\/we-are-living-in-a-chatgpt-flyer-pandemic\/\">ugly fliers<\/a>. But now, with some privacy on my side maybe I can finally think of useful busy work to \u201ctrust\u201d it with.<\/p>\n<\/div>\n<div class=\"duet--article--article-body-component\">\n<p class=\"duet--article--dangerously-set-cms-markup duet--article--standard-paragraph _1044qizi _18mzr4b1 _18mzr4b0 _19wv7tc1\">So as part of my ongoing testing of the <a href=\"https:\/\/www.theverge.com\/tech\/998040\/apple-mac-studio-m5-ultra-initial-impressions-testing-review\">M5 Ultra Mac Studio<\/a>, as well as experimenting on other Mac and Windows systems, I\u2019ve installed some local LLMs and I\u2019m beginning to tinker. Here\u2019s how things are going.<\/p>\n<\/div>\n<div class=\"duet--article--block-placement _1xorkac1 _1xorkac0 duet--article--article-body-component\">\n<div style=\"position:relative\">\n<div>\n<section tabindex=\"-1\" aria-label=\"carousel\" class=\"duet--article--gallery _1044qizj xnv72h0\">\n<div class=\"_1044qizx xnv72h1\" id=\":R68bcprar96:\">\n<div class=\"xnv72h3\"><a class=\"xnv72h2\" href=\"https:\/\/platform.theverge.com\/wp-content\/uploads\/sites\/2\/2026\/10\/Screenshot-2026-09-23-at-2.27.31-PM.png?quality=90&amp;strip=all\" data-pswp-height=\"1824\" data-pswp-width=\"2664\" target=\"_blank\" rel=\"noreferrer\"><img decoding=\"async\" alt=\"&lt;em&gt;Hermes Agent can be used with cloud or local models.&lt;\/em&gt;\" data-chromatic=\"ignore\" loading=\"lazy\" data-nimg=\"fill\" class=\"xnv72h7 xnv72h5 xnv72h4 i7ks070\" style=\"position:absolute;height:100%;width:100%;left:0;top:0;right:0;bottom:0;color:transparent;background-size:cover;background-position:50% 50%;background-repeat:no-repeat\" src=\"https:\/\/platform.theverge.com\/wp-content\/uploads\/sites\/2\/2026\/10\/Screenshot-2026-09-23-at-2.27.31-PM.png?quality=90&amp;strip=all&amp;w=2400\"><\/a><\/div>\n<div class=\"xnv72h3\"><a class=\"xnv72h2\" href=\"https:\/\/platform.theverge.com\/wp-content\/uploads\/sites\/2\/2026\/10\/Screenshot-2026-09-23-at-2.28.04-PM.png?quality=90&amp;strip=all\" data-pswp-height=\"1824\" data-pswp-width=\"2664\" target=\"_blank\" rel=\"noreferrer\"><img decoding=\"async\" alt=\"&lt;em&gt;It recommends you a local model based on your system.&lt;\/em&gt;\" data-chromatic=\"ignore\" loading=\"lazy\" data-nimg=\"fill\" class=\"xnv72h7 xnv72h6 xnv72h4 i7ks070\" style=\"position:absolute;height:100%;width:100%;left:0;top:0;right:0;bottom:0;color:transparent;background-size:cover;background-position:50% 50%;background-repeat:no-repeat\" src=\"https:\/\/platform.theverge.com\/wp-content\/uploads\/sites\/2\/2026\/10\/Screenshot-2026-09-23-at-2.28.04-PM.png?quality=90&amp;strip=all&amp;w=2400\"><\/a><\/div>\n<div class=\"xnv72h3\"><a class=\"xnv72h2\" href=\"https:\/\/platform.theverge.com\/wp-content\/uploads\/sites\/2\/2026\/10\/Screenshot-2026-09-23-at-2.28.22-PM.png?quality=90&amp;strip=all\" data-pswp-height=\"1824\" data-pswp-width=\"2664\" target=\"_blank\" rel=\"noreferrer\"><img decoding=\"async\" alt=\"&lt;em&gt;But you can always pick your own and change it.&lt;\/em&gt;\" data-chromatic=\"ignore\" loading=\"lazy\" data-nimg=\"fill\" class=\"xnv72h7 xnv72h6 xnv72h4 i7ks070\" style=\"position:absolute;height:100%;width:100%;left:0;top:0;right:0;bottom:0;color:transparent;background-size:cover;background-position:50% 50%;background-repeat:no-repeat\" src=\"https:\/\/platform.theverge.com\/wp-content\/uploads\/sites\/2\/2026\/10\/Screenshot-2026-09-23-at-2.28.22-PM.png?quality=90&amp;strip=all&amp;w=2400\"><\/a><\/div>\n<div class=\"xnv72h3\"><a class=\"xnv72h2\" href=\"https:\/\/platform.theverge.com\/wp-content\/uploads\/sites\/2\/2026\/10\/Screenshot-2026-09-29-at-3.17.59-PM.png?quality=90&amp;strip=all\" data-pswp-height=\"1334\" data-pswp-width=\"2210\" target=\"_blank\" rel=\"noreferrer\"><img decoding=\"async\" alt=\"&lt;em&gt;I asked Hermes to explain how private it is when using local models.&lt;\/em&gt;\" data-chromatic=\"ignore\" loading=\"lazy\" data-nimg=\"fill\" class=\"xnv72h7 xnv72h6 xnv72h4 i7ks070\" style=\"position:absolute;height:100%;width:100%;left:0;top:0;right:0;bottom:0;color:transparent;background-size:cover;background-position:50% 50%;background-repeat:no-repeat\" src=\"https:\/\/platform.theverge.com\/wp-content\/uploads\/sites\/2\/2026\/10\/Screenshot-2026-09-29-at-3.17.59-PM.png?quality=90&amp;strip=all&amp;w=2400\"><\/a><\/div>\n<p><button class=\"xnv72hh xnv72hf\"><title>Previous<\/title><\/button><button class=\"xnv72hh xnv72hg xnv72hf\"><title>Next<\/title><\/button><\/div>\n<div class=\"xnv72h8\">\n<ul class=\"xnv72h9\">\n<li style=\"width:25%\" class=\"xnv72hb xnv72ha\">\n<li style=\"width:25%\" class=\"xnv72hc xnv72ha\">\n<li style=\"width:25%\" class=\"xnv72hc xnv72ha\">\n<li style=\"width:25%\" class=\"xnv72hc xnv72ha\"><\/ul>\n<\/div>\n<div class=\"xnv72hd\" style=\"height:15px\"><strong class=\"xnv72he\">1<!-- -->\/<!-- -->4<\/strong><span class=\"duet--media--caption inline xnv72hk _77sxmb1 _77sxmb0\"><figcaption class=\"duet--article--dangerously-set-cms-markup _19wv7tc2 _77sxmbb _77sxmba\"><em>Hermes Agent can be used with cloud or local models.<\/em><\/figcaption><\/span><\/div>\n<\/section>\n<\/div>\n<\/div>\n<\/div>\n<div class=\"duet--article--article-body-component\">\n<p class=\"duet--article--dangerously-set-cms-markup duet--article--standard-paragraph _1044qizi _18mzr4b1 _18mzr4b0 _19wv7tc1\">I started by installing the open-source <a href=\"https:\/\/hermes-agent.nousresearch.com\/\">Hermes Agent<\/a> on the Mac Studio. Hermes is a self-hosted AI agent desktop app that works on macOS, Windows, and Linux. It\u2019s completely free to use if you stick to local LLMs. Since this M5 Ultra Mac Studio has 256GB of unified memory, I could run just about any model I want. This is how things quickly get overwhelming. There are <a href=\"https:\/\/huggingface.co\/models\">more models out there than I can count<\/a>, and some have specialized uses. Generally, models with many billions of parameters are able to do more than smaller ones with only a few billion. And since we don\u2019t have to worry about paying for tokens when running a model locally, I figured I\u2019d go big to start.<\/p>\n<\/div>\n<div class=\"duet--article--article-body-component\">\n<p class=\"duet--article--dangerously-set-cms-markup duet--article--standard-paragraph _1044qizi _18mzr4b1 _18mzr4b0 _19wv7tc1\">Using Hermes\u2019 straightforward onboarding interface and model picker, I chose the <a href=\"https:\/\/huggingface.co\/Qwen\/Qwen3.8-Flash-Next\">Qwen 3.8 Flash Next<\/a> model \u2014 a 125-billion parameter model that\u2019s around 105GB in size. I also plan on spending some time with much smaller Qwen models on devices like an M6 Mac Mini, M5 MacBook Air, an Asus TUF Gaming A14 with AMD Strix Halo processor, and, eventually, RTX Spark. (Care to share what local models and hardware you use? You know where to leave your comments. \ud83e\udee1)<\/p>\n<\/div>\n<div class=\"duet--article--article-body-component\">\n<p class=\"duet--article--dangerously-set-cms-markup duet--article--standard-paragraph _1044qizi _18mzr4b1 _18mzr4b0 _19wv7tc1\">It wasn\u2019t long to get up and running with Hermes and Qwen, and even make them controllable via my phone by using a <a href=\"https:\/\/telegram.me\/BotFather\">Telegram bot<\/a>. But then, I was presented with my usual nemesis when it comes to using AI: the text box.<\/p>\n<\/div>\n<div class=\"duet--article--article-body-component\">\n<p class=\"duet--article--dangerously-set-cms-markup duet--article--standard-paragraph _1044qizi _18mzr4b1 _18mzr4b0 _19wv7tc1\">\u201cWhat do I do with this thing?\u201d<\/p>\n<\/div>\n<div class=\"duet--article--block-placement _1xorkac2 _1xorkac0 duet--article--article-body-component\">\n<div style=\"position:relative\">\n<div class=\"_1044qizl\">\n<div class>\n<div style=\"background-image:none\" class=\"duet--media--content-warning _1k8kvzd0\">\n<div class=\"duet--article--image-gallery-image _1pegheu0\" style=\"aspect-ratio:0.498845\" id=\"dmcyOmltYWdlOjEwMDkxNjI=\"><a class=\"_1pegheu1\" href=\"https:\/\/platform.theverge.com\/wp-content\/uploads\/sites\/2\/2026\/10\/hermes-telegram-daily-briefing-cron-job.jpg?quality=90&amp;strip=all&amp;crop=0,0,100,100\" data-pswp-height=\"2165\" data-pswp-width=\"1080\" target=\"_blank\" rel=\"noreferrer\"><img decoding=\"async\" alt=\"My Hermes daily briefing, sent to me daily via Telegram. Basic, I know.\" data-chromatic=\"ignore\" loading=\"lazy\" data-nimg=\"fill\" class=\"i7ks070\" style=\"position:absolute;height:100%;width:100%;left:0;top:0;right:0;bottom:0;color:transparent;background-size:cover;background-position:50% 50%;background-repeat:no-repeat\" src=\"https:\/\/platform.theverge.com\/wp-content\/uploads\/sites\/2\/2026\/10\/hermes-telegram-daily-briefing-cron-job.jpg?quality=90&amp;strip=all&amp;crop=0%2C0%2C100%2C100&amp;w=2400\"><\/a><\/div>\n<\/div>\n<\/div>\n<div class=\"duet--media--caption _77sxmb1 _77sxmb0\"><figcaption class=\"duet--article--dangerously-set-cms-markup _19wv7tc2 _77sxmbb _77sxmba\"><em>My Hermes daily briefing, sent to me daily via Telegram. Basic, I know.<\/em><\/figcaption><\/div>\n<\/div>\n<\/div>\n<\/div>\n<div class=\"duet--article--article-body-component\">\n<p class=\"duet--article--dangerously-set-cms-markup duet--article--standard-paragraph _1044qizi _18mzr4b1 _18mzr4b0 _19wv7tc1\">First up, to get things going, I followed some helpful <a href=\"https:\/\/www.youtube.com\/watch?v=Ta2wg6xPaY4\">YouTube advice<\/a> and had Hermes make me a daily morning briefing \u2014 to just start small with a cron job and ensure things are working. It scans my email and calendar, tells me anything worth my immediate attention, and gives me a short weather report. It\u2019s not all that useful, and you obviously don\u2019t need a $12,000 computer to build it, but it\u2019s something I can develop over time. The brief kept failing to generate at first, but then I eventually figured out that macOS couldn\u2019t be asleep when the job fired up at 7:30am. Duh! It works like clockwork now, but I have to think of more info for it to pull for me to make the results more helpful.<\/p>\n<\/div>\n<div class=\"duet--article--article-body-component\">\n<p class=\"duet--article--dangerously-set-cms-markup duet--article--standard-paragraph _1044qizi _18mzr4b1 _18mzr4b0 _19wv7tc1\">A more useful task was reorganizing my Steam library. I have over 400 games on Steam, and I recently started categorizing them for when I want to play something new on a whim. Steam doesn\u2019t categorize your games for you, so you instead have to do it manually, one-by-one. But here\u2019s where an agentic lackey could fit right in. I asked, \u201cCan you reorganize my Steam library?\u201d Hermes could see most of my games by just viewing the already installed Steam client. It quickly came up with some organization options for me. I decided to have it organize my games by genre, but leave some of my own specialized categories(favorites, co-op titles, party games, games to play with my wife, etc.).<\/p>\n<\/div>\n<div class=\"duet--article--article-body-component\">\n<p class=\"duet--article--dangerously-set-cms-markup duet--article--standard-paragraph _1044qizi _18mzr4b1 _18mzr4b0 _19wv7tc1\">You have to give a local AI some permissions over your machine for it to take actions for you, and in the case of my game library I had to register a <a href=\"https:\/\/steamcommunity.com\/dev\/apikey\">Steam web API key<\/a> and give it to Hermes. Once it had that access, it only took a few minutes for it to churn through sorting all the games into categories. And the API key was easy to revoke right after, since I don\u2019t need it further. The idea is for it to just do this heavy lifting for me once, and then I\u2019ll file new games into the categories as I eventually buy them. It did a fine job overall, and now my Steam library is easily browsable.<\/p>\n<\/div>\n<div class=\"duet--article--block-placement _1xorkac1 _1xorkac0 duet--article--article-body-component\">\n<div style=\"position:relative\">\n<div>\n<section tabindex=\"-1\" aria-label=\"carousel\" class=\"duet--article--gallery _1044qizj xnv72h0\">\n<div class=\"_1044qizx xnv72h1\" id=\":R6qbcprar96:\">\n<div class=\"xnv72h3\"><a class=\"xnv72h2\" href=\"https:\/\/platform.theverge.com\/wp-content\/uploads\/sites\/2\/2026\/10\/Screenshot-2026-10-09-at-5.35.23-PM.png?quality=90&amp;strip=all\" data-pswp-height=\"1896\" data-pswp-width=\"2726\" target=\"_blank\" rel=\"noreferrer\"><img decoding=\"async\" alt=\"&lt;em&gt;Starting the process of having Hermes organize my Steam library.&lt;\/em&gt;\" data-chromatic=\"ignore\" loading=\"lazy\" data-nimg=\"fill\" class=\"xnv72h7 xnv72h5 xnv72h4 i7ks070\" style=\"position:absolute;height:100%;width:100%;left:0;top:0;right:0;bottom:0;color:transparent;background-size:cover;background-position:50% 50%;background-repeat:no-repeat\" src=\"https:\/\/platform.theverge.com\/wp-content\/uploads\/sites\/2\/2026\/10\/Screenshot-2026-10-09-at-5.35.23-PM.png?quality=90&amp;strip=all&amp;w=2400\"><\/a><\/div>\n<div class=\"xnv72h3\"><a class=\"xnv72h2\" href=\"https:\/\/platform.theverge.com\/wp-content\/uploads\/sites\/2\/2026\/10\/Screenshot-2026-10-11-at-12.53.12-AM.png?quality=90&amp;strip=all\" data-pswp-height=\"2232\" data-pswp-width=\"3172\" target=\"_blank\" rel=\"noreferrer\"><img decoding=\"async\" alt=\"&lt;em&gt;The end result. Not bad.&lt;\/em&gt;\" data-chromatic=\"ignore\" loading=\"lazy\" data-nimg=\"fill\" class=\"xnv72h7 xnv72h6 xnv72h4 i7ks070\" style=\"position:absolute;height:100%;width:100%;left:0;top:0;right:0;bottom:0;color:transparent;background-size:cover;background-position:50% 50%;background-repeat:no-repeat\" src=\"https:\/\/platform.theverge.com\/wp-content\/uploads\/sites\/2\/2026\/10\/Screenshot-2026-10-11-at-12.53.12-AM.png?quality=90&amp;strip=all&amp;w=2400\"><\/a><\/div>\n<p><button class=\"xnv72hh xnv72hf\"><title>Previous<\/title><\/button><button class=\"xnv72hh xnv72hg xnv72hf\"><title>Next<\/title><\/button><\/div>\n<div class=\"xnv72h8\">\n<ul class=\"xnv72h9\">\n<li style=\"width:50%\" class=\"xnv72hb xnv72ha\">\n<li style=\"width:50%\" class=\"xnv72hc xnv72ha\"><\/ul>\n<\/div>\n<div class=\"xnv72hd\" style=\"height:15px\"><strong class=\"xnv72he\">1<!-- -->\/<!-- -->2<\/strong><span class=\"duet--media--caption inline xnv72hk _77sxmb1 _77sxmb0\"><figcaption class=\"duet--article--dangerously-set-cms-markup _19wv7tc2 _77sxmbb _77sxmba\"><em>Starting the process of having Hermes organize my Steam library.<\/em><\/figcaption><\/span><\/div>\n<\/section>\n<\/div>\n<\/div>\n<\/div>\n<div class=\"duet--article--article-body-component\">\n<p class=\"duet--article--dangerously-set-cms-markup duet--article--standard-paragraph _1044qizi _18mzr4b1 _18mzr4b0 _19wv7tc1\">Another simple thing I did was data analysis. I had Hermes take a look at financial records to crunch some numbers for me, and I also had it make me a spec comparison spreadsheet for a new laptop. These are small things, but they\u2019re both tasks I cannot or will not trust with any cloud service \u2014 I don\u2019t want to upload that sensitive data to the cloud, and in the case of a new laptop, that info was under embargo. Keeping them on my computer was the difference in me using this tool or not.<\/p>\n<\/div>\n<div class=\"duet--article--article-body-component\">\n<p class=\"duet--article--dangerously-set-cms-markup duet--article--standard-paragraph _1044qizi _18mzr4b1 _18mzr4b0 _19wv7tc1\">The bigger bit of automation I\u2019m currently working on is a script to run a series of laptop benchmark tests. I run all our benchmarks manually, and tending to a laptop to run a dozen or so tests \u2014 three times over, to take the average \u2014 is incredibly time-consuming. I\u2019d love to automate at least some of it. Even walking Hermes through all of the required procedures and getting it to spit out vibe coded Python scripts has been a bit of an endeavor, and it remains a work in progress. But I\u2019m hoping to make some positive headway.<\/p>\n<\/div>\n<div class=\"duet--article--block-placement _1xorkac1 _1xorkac0 duet--article--article-body-component\">\n<div style=\"position:relative\">\n<div class=\"_1044qizj\">\n<div class>\n<div style=\"background-image:none\" class=\"duet--media--content-warning _1k8kvzd0\">\n<div class=\"duet--article--image-gallery-image _1pegheu0\" style=\"aspect-ratio:1.5\" id=\"dmcyOmltYWdlOjEwMDkxNTY=\"><a class=\"_1pegheu1\" href=\"https:\/\/platform.theverge.com\/wp-content\/uploads\/sites\/2\/2026\/10\/100926_Apple_Mac_Studio_M5_Ultra_local_AI_cluster_ADiBenedetto_0002.jpg?quality=90&amp;strip=all&amp;crop=0,0,100,100\" data-pswp-height=\"1360\" data-pswp-width=\"2040\" target=\"_blank\" rel=\"noreferrer\"><img decoding=\"async\" alt=\"Apple demoed this cluster of four Mac Studios wired up in a cluster for local AI at a briefing I attended last month. That\u2019s nearly $50,000 worth of compute.\" data-chromatic=\"ignore\" loading=\"lazy\" data-nimg=\"fill\" class=\"i7ks070\" style=\"position:absolute;height:100%;width:100%;left:0;top:0;right:0;bottom:0;color:transparent;background-size:cover;background-position:50% 50%;background-repeat:no-repeat\" src=\"https:\/\/platform.theverge.com\/wp-content\/uploads\/sites\/2\/2026\/10\/100926_Apple_Mac_Studio_M5_Ultra_local_AI_cluster_ADiBenedetto_0002.jpg?quality=90&amp;strip=all&amp;crop=0%2C0%2C100%2C100&amp;w=2400\"><\/a><\/div>\n<\/div>\n<\/div>\n<div class=\"duet--media--caption _77sxmb1 _77sxmb0\"><figcaption class=\"duet--article--dangerously-set-cms-markup _19wv7tc2 _77sxmbb _77sxmba\"><em>Apple demoed this cluster of four Mac Studios wired up in a cluster for local AI at a briefing I attended last month. That\u2019s nearly $50,000 worth of compute.<\/em><\/figcaption><\/div>\n<\/div>\n<\/div>\n<\/div>\n<div class=\"duet--article--article-body-component\">\n<p class=\"duet--article--dangerously-set-cms-markup duet--article--standard-paragraph _1044qizi _18mzr4b1 _18mzr4b0 _19wv7tc1\">It\u2019s still early days of me working with Hermes, and I\u2019m hoping this is just the tip of the iceberg on the useful things I get it to do for me. But it\u2019s also clear that even these powerful local models don\u2019t make for a magical assistant that can do anything. Things still don\u2019t always work as intended \u2014 my daily briefing already broke, multiple times.<\/p>\n<\/div>\n<div class=\"duet--article--article-body-component\">\n<p class=\"duet--article--dangerously-set-cms-markup duet--article--standard-paragraph _1044qizi _18mzr4b1 _18mzr4b0 _19wv7tc1\">I view Hermes and local AI as just a tool, a computer program to run on my computer. I don\u2019t want a digital friend. I\u2019m not saying \u201cthank you\u201d or \u201cplease,\u201d or typing \u201csorry\u201d when I change my mind on something. I\u2019m remaining as stone-cold and indifferent when ordering it around as I am clicking a mouse around an operating system.<\/p>\n<\/div>\n<div class=\"duet--article--article-body-component\">\n<p class=\"duet--article--dangerously-set-cms-markup duet--article--standard-paragraph _1044qizi _18mzr4b1 _18mzr4b0 _18mzr4ba _19wv7tc1\">I hope to remain vigilant and cautious while I continue testing and learning with local AI. 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class=\"sticky-nav-trigger\"><\/div>\n<\/div>\n<\/div>\n<div class=\"_75r1tr4\">\n<div>\n<div class=\"_1hofmaw0\">\n<div class>\n<div class=\"duet--content-cards--content-card up4voo1 up4voo0 _7uluu53\">\n<div class=\"up4voo8 up4voo7 up4voop up4vooa _1cnxcye3\"><img decoding=\"async\" alt=\"DistroKid has been quietly taking down songs in response to UMG lawsuit\" data-chromatic=\"ignore\" loading=\"lazy\" data-nimg=\"fill\" class=\"i7ks070\" style=\"position:absolute;height:100%;width:100%;left:0;top:0;right:0;bottom:0;color:transparent;background-size:cover;background-position:50% 50%;background-repeat:no-repeat\" src=\"https:\/\/platform.theverge.com\/wp-content\/uploads\/sites\/2\/2026\/10\/distrokid_logo_og_image.jpg?quality=90&amp;strip=all&amp;crop=0%2C17.479674796748%2C100%2C65.040650406504&amp;w=2400\"><\/div>\n<div class>\n<div class=\"up4voo6\">\n<div>\n<div>\n<div class><\/div>\n<div>\n<div class=\"_19wv7tc9 _1d4s5vd7 _1d4s5vd0\"><a class=\"_7uluu50 _7uluu54 _7uluu55\" href=\"https:\/\/www.theverge.com\/entertainment\/1009309\/distrokid-take-down-songs-umg-lawsuit\">DistroKid has been quietly taking down songs in response to UMG lawsuit<\/a><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div class>\n<div class=\"duet--content-cards--content-card up4voo1 up4voo0 _7uluu53\">\n<div class=\"up4voo8 up4voo7 up4voop up4vooa _1cnxcye3\"><img decoding=\"async\" alt=\"Anthropic is cutting off its internal evaluations from the internet\" data-chromatic=\"ignore\" loading=\"lazy\" data-nimg=\"fill\" class=\"i7ks070\" style=\"position:absolute;height:100%;width:100%;left:0;top:0;right:0;bottom:0;color:transparent;background-size:cover;background-position:50% 50%;background-repeat:no-repeat\" src=\"https:\/\/platform.theverge.com\/wp-content\/uploads\/sites\/2\/2026\/01\/STK269_ANTHROPIC_2_A.jpg?quality=90&amp;strip=all&amp;crop=0%2C0%2C100%2C100&amp;w=2400\"><\/div>\n<div class>\n<div class=\"up4voo6\">\n<div>\n<div>\n<div class><\/div>\n<div>\n<div class=\"_19wv7tc9 _1d4s5vd7 _1d4s5vd0\"><a class=\"_7uluu50 _7uluu54 _7uluu55\" href=\"https:\/\/www.theverge.com\/ai-artificial-intelligence\/1009286\/anthropic-is-cutting-off-its-internal-evaluations-from-the-internet\">Anthropic is cutting off its internal evaluations from the internet<\/a><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div class>\n<div class=\"duet--content-cards--content-card up4voo1 up4voo0 _7uluu53\">\n<div class=\"up4voo8 up4voo7 up4voop up4vooa _1cnxcye3\"><img decoding=\"async\" alt=\"AI agent makers are promising privacy \u2014 will they deliver?\" data-chromatic=\"ignore\" loading=\"lazy\" data-nimg=\"fill\" class=\"i7ks070\" style=\"position:absolute;height:100%;width:100%;left:0;top:0;right:0;bottom:0;color:transparent;background-size:cover;background-position:50% 50%;background-repeat:no-repeat\" src=\"https:\/\/platform.theverge.com\/wp-content\/uploads\/sites\/2\/chorus\/uploads\/chorus_asset\/file\/25299205\/STK453_Privacy_D_CVirginia.jpg?quality=90&amp;strip=all&amp;crop=0.95588235294118%2C0%2C98.088235294118%2C100&amp;w=2400\"><\/div>\n<div class>\n<div class=\"up4voo6\">\n<div>\n<div>\n<div class><\/div>\n<div>\n<div class=\"_19wv7tc9 _1d4s5vd7 _1d4s5vd0\"><a class=\"_7uluu50 _7uluu54 _7uluu55\" href=\"https:\/\/www.theverge.com\/ai-artificial-intelligence\/1009051\/privacy-ai-agent-promises-openai-meta-muse-dots\">AI agent makers are promising privacy \u2014 will they deliver?<\/a><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div class>\n<div class=\"duet--content-cards--content-card up4voo1 up4voo0 _7uluu53\">\n<div class=\"up4voo8 up4voo7 up4voop up4vooa _1cnxcye3\"><img decoding=\"async\" alt=\"Anthropic\u2019s AI gave Philadelphia police a fake tip about an unsolved homicide\" data-chromatic=\"ignore\" loading=\"lazy\" data-nimg=\"fill\" class=\"i7ks070\" style=\"position:absolute;height:100%;width:100%;left:0;top:0;right:0;bottom:0;color:transparent;background-size:cover;background-position:50% 50%;background-repeat:no-repeat\" src=\"https:\/\/platform.theverge.com\/wp-content\/uploads\/sites\/2\/2026\/01\/STK269_ANTHROPIC_2_A.jpg?quality=90&amp;strip=all&amp;crop=0%2C0%2C100%2C100&amp;w=2400\"><\/div>\n<div class>\n<div class=\"up4voo6\">\n<div>\n<div>\n<div class><\/div>\n<div>\n<div class=\"_19wv7tc9 _1d4s5vd7 _1d4s5vd0\"><a class=\"_7uluu50 _7uluu54 _7uluu55\" href=\"https:\/\/www.theverge.com\/ai-artificial-intelligence\/1009090\/anthropic-fake-homicide-information-philadelphia-pd-tip\">Anthropic\u2019s AI gave Philadelphia police a fake tip about an unsolved homicide<\/a><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div class>\n<div class=\"duet--content-cards--content-card up4voo1 up4voo0 _7uluu53\">\n<div class=\"up4voo8 up4voo7 up4voop up4vooa _1cnxcye3\"><img decoding=\"async\" alt=\"\u2018Pure insanity\u2019: Mathematicians will need years to make sense of OpenAI\u2019s latest drop\" data-chromatic=\"ignore\" loading=\"lazy\" data-nimg=\"fill\" class=\"i7ks070\" style=\"position:absolute;height:100%;width:100%;left:0;top:0;right:0;bottom:0;color:transparent;background-size:cover;background-position:50% 50%;background-repeat:no-repeat\" src=\"https:\/\/platform.theverge.com\/wp-content\/uploads\/sites\/2\/2026\/10\/STKS537_AI_MATH_5.jpg?quality=90&amp;strip=all&amp;crop=0%2C0%2C100%2C100&amp;w=2400\"><\/div>\n<div class>\n<div class=\"up4voo6\">\n<div>\n<div>\n<div class><\/div>\n<div>\n<div class=\"_19wv7tc9 _1d4s5vd7 _1d4s5vd0\"><a class=\"_7uluu50 _7uluu54 _7uluu55\" href=\"https:\/\/www.theverge.com\/ai-artificial-intelligence\/1008726\/openai-mathematics-solutions-chaos\">\u2018Pure insanity\u2019: Mathematicians will need years to make sense of OpenAI\u2019s latest drop<\/a><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div class>\n<div class=\"duet--content-cards--content-card up4voo1 up4voo0 _7uluu53\">\n<div class=\"up4voo8 up4voo7 up4voop up4vooa _1cnxcye3\"><img decoding=\"async\" alt=\"Nikon microscopic video competition winner disqualified for using generative AI\" data-chromatic=\"ignore\" loading=\"lazy\" data-nimg=\"fill\" class=\"i7ks070\" style=\"position:absolute;height:100%;width:100%;left:0;top:0;right:0;bottom:0;color:transparent;background-size:cover;background-position:50% 50%;background-repeat:no-repeat\" src=\"https:\/\/platform.theverge.com\/wp-content\/uploads\/sites\/2\/2026\/10\/nikon-small-world-in-motion-ning-xu.png?quality=90&amp;strip=all&amp;crop=8.1070597362296%2C0%2C83.785880527541%2C100&amp;w=2400\"><\/div>\n<div class>\n<div class=\"up4voo6\">\n<div>\n<div>\n<div class><\/div>\n<div>\n<div class=\"_19wv7tc9 _1d4s5vd7 _1d4s5vd0\"><a class=\"_7uluu50 _7uluu54 _7uluu55\" href=\"https:\/\/www.theverge.com\/ai-artificial-intelligence\/1008930\/nikon-small-world-in-motion-winner-ai\">Nikon microscopic video competition winner disqualified for using generative AI<\/a><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div class=\"_1hofmaw2\">\n<div class=\"duet--content-cards--content-card _1ismqj1 _1ismqj0 _7uluu53 _1ismqjj _1ismqj5\">\n<div class=\"_1ismqj7 _1ismqj6 _1ismqjc _1ismqjh _1cnxcye3\"><img decoding=\"async\" alt=\"DistroKid has been quietly taking down songs in response to UMG lawsuit\" data-chromatic=\"ignore\" loading=\"lazy\" data-nimg=\"fill\" class=\"_1ismqjf i7ks070\" style=\"position:absolute;height:100%;width:100%;left:0;top:0;right:0;bottom:0;color:transparent;background-size:cover;background-position:50% 50%;background-repeat:no-repeat\" src=\"https:\/\/platform.theverge.com\/wp-content\/uploads\/sites\/2\/2026\/10\/distrokid_logo_og_image.jpg?quality=90&amp;strip=all&amp;crop=0%2C1.219512195122%2C100%2C97.560975609756&amp;w=2400\"><img decoding=\"async\" alt=\"DistroKid has been quietly taking down songs in response to UMG lawsuit\" data-chromatic=\"ignore\" loading=\"lazy\" data-nimg=\"fill\" class=\"_1ismqjg i7ks070\" style=\"position:absolute;height:100%;width:100%;left:0;top:0;right:0;bottom:0;color:transparent;background-size:cover;background-position:50% 50%;background-repeat:no-repeat\" src=\"https:\/\/platform.theverge.com\/wp-content\/uploads\/sites\/2\/2026\/10\/distrokid_logo_og_image.jpg?quality=90&amp;strip=all&amp;crop=0%2C17.479674796748%2C100%2C65.040650406504&amp;w=2400\"><\/div>\n<div class=\"_1ismqji\">\n<div>\n<div>\n<div class><\/div>\n<div>\n<div class=\"_19wv7tc9 _1d4s5vd3 _1d4s5vd0\"><a class=\"_7uluu50 _7uluu54\" href=\"https:\/\/www.theverge.com\/entertainment\/1009309\/distrokid-take-down-songs-umg-lawsuit\">DistroKid has been quietly taking down songs in response to UMG lawsuit<\/a><\/div>\n<\/div>\n<div class=\"jelpeph jelpepd jelpep0\"><span><span class=\"_1g89o322 _1g89o321 _19wv7tc5\"><span><span>Terrence O&#8217;Brien<\/span><\/span><\/span><\/span><span class=\"duet--article--timestamp g4xafw2 g4xafw0 _19wv7tc5 _1044qizs\"><time datetime=\"2026-10-10T18:52:07+00:00\">Oct 10<\/time><\/span><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div class=\"duet--content-cards--content-card _1ismqj1 _1ismqj0 _7uluu53 _1ismqj5\">\n<div class=\"_1ismqj7 _1ismqj6 _1ismqjc _1ismqjh _1cnxcye3\"><img decoding=\"async\" alt=\"Anthropic is cutting off its internal evaluations from the internet\" data-chromatic=\"ignore\" loading=\"lazy\" data-nimg=\"fill\" class=\"_1ismqjf i7ks070\" style=\"position:absolute;height:100%;width:100%;left:0;top:0;right:0;bottom:0;color:transparent;background-size:cover;background-position:50% 50%;background-repeat:no-repeat\" src=\"https:\/\/platform.theverge.com\/wp-content\/uploads\/sites\/2\/2026\/01\/STK269_ANTHROPIC_2_A.jpg?quality=90&amp;strip=all&amp;crop=16.666666666667%2C0%2C66.666666666667%2C100&amp;w=2400\"><img decoding=\"async\" alt=\"Anthropic is cutting off its internal evaluations from the internet\" data-chromatic=\"ignore\" loading=\"lazy\" data-nimg=\"fill\" class=\"_1ismqjg i7ks070\" style=\"position:absolute;height:100%;width:100%;left:0;top:0;right:0;bottom:0;color:transparent;background-size:cover;background-position:50% 50%;background-repeat:no-repeat\" src=\"https:\/\/platform.theverge.com\/wp-content\/uploads\/sites\/2\/2026\/01\/STK269_ANTHROPIC_2_A.jpg?quality=90&amp;strip=all&amp;crop=0%2C0%2C100%2C100&amp;w=2400\"><\/div>\n<div class=\"_1ismqji\">\n<div>\n<div>\n<div class><\/div>\n<div>\n<div class=\"_19wv7tc9 _1d4s5vd3 _1d4s5vd0\"><a class=\"_7uluu50 _7uluu54\" href=\"https:\/\/www.theverge.com\/ai-artificial-intelligence\/1009286\/anthropic-is-cutting-off-its-internal-evaluations-from-the-internet\">Anthropic is cutting off its internal evaluations from the internet<\/a><\/div>\n<\/div>\n<div class=\"jelpeph jelpepd jelpep0\"><span><span class=\"_1g89o322 _1g89o321 _19wv7tc5\"><span><span>Terrence O&#8217;Brien<\/span><\/span><\/span><\/span><span class=\"duet--article--timestamp g4xafw2 g4xafw0 _19wv7tc5 _1044qizs\"><time datetime=\"2026-10-10T14:41:16+00:00\">Oct 10<\/time><\/span><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div class=\"duet--content-cards--content-card _1ismqj1 _1ismqj0 _7uluu53 _1ismqj5\">\n<div class=\"_1ismqj7 _1ismqj6 _1ismqjc _1ismqjh _1cnxcye3\"><img decoding=\"async\" alt=\"AI agent makers are promising privacy \u2014 will they deliver?\" data-chromatic=\"ignore\" loading=\"lazy\" data-nimg=\"fill\" class=\"_1ismqjf i7ks070\" style=\"position:absolute;height:100%;width:100%;left:0;top:0;right:0;bottom:0;color:transparent;background-size:cover;background-position:50% 50%;background-repeat:no-repeat\" src=\"https:\/\/platform.theverge.com\/wp-content\/uploads\/sites\/2\/chorus\/uploads\/chorus_asset\/file\/25299205\/STK453_Privacy_D_CVirginia.jpg?quality=90&amp;strip=all&amp;crop=17.303921568627%2C0%2C65.392156862745%2C100&amp;w=2400\"><img decoding=\"async\" alt=\"AI agent makers are promising privacy \u2014 will they deliver?\" data-chromatic=\"ignore\" loading=\"lazy\" data-nimg=\"fill\" class=\"_1ismqjg i7ks070\" style=\"position:absolute;height:100%;width:100%;left:0;top:0;right:0;bottom:0;color:transparent;background-size:cover;background-position:50% 50%;background-repeat:no-repeat\" src=\"https:\/\/platform.theverge.com\/wp-content\/uploads\/sites\/2\/chorus\/uploads\/chorus_asset\/file\/25299205\/STK453_Privacy_D_CVirginia.jpg?quality=90&amp;strip=all&amp;crop=0.95588235294118%2C0%2C98.088235294118%2C100&amp;w=2400\"><\/div>\n<div class=\"_1ismqji\">\n<div>\n<div>\n<div class><\/div>\n<div>\n<div class=\"_19wv7tc9 _1d4s5vd3 _1d4s5vd0\"><a class=\"_7uluu50 _7uluu54\" href=\"https:\/\/www.theverge.com\/ai-artificial-intelligence\/1009051\/privacy-ai-agent-promises-openai-meta-muse-dots\">AI agent makers are promising privacy \u2014 will they deliver?<\/a><\/div>\n<\/div>\n<div class=\"jelpeph jelpepd jelpep0\"><span><span class=\"_1g89o322 _1g89o321 _19wv7tc5\"><span><span>Hayden Field<\/span><\/span><\/span><\/span><span class=\"duet--article--timestamp g4xafw2 g4xafw0 _19wv7tc5 _1044qizs\"><time datetime=\"2026-10-10T13:00:00+00:00\">Oct 10<\/time><\/span><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div class=\"duet--content-cards--content-card _1ismqj1 _1ismqj0 _7uluu53 _1ismqj5\">\n<div class=\"_1ismqj7 _1ismqj6 _1ismqjc _1ismqjh _1cnxcye3\"><img decoding=\"async\" alt=\"Anthropic\u2019s AI gave Philadelphia police a fake tip about an unsolved homicide\" data-chromatic=\"ignore\" loading=\"lazy\" data-nimg=\"fill\" class=\"_1ismqjf i7ks070\" style=\"position:absolute;height:100%;width:100%;left:0;top:0;right:0;bottom:0;color:transparent;background-size:cover;background-position:50% 50%;background-repeat:no-repeat\" src=\"https:\/\/platform.theverge.com\/wp-content\/uploads\/sites\/2\/2026\/01\/STK269_ANTHROPIC_2_A.jpg?quality=90&amp;strip=all&amp;crop=16.666666666667%2C0%2C66.666666666667%2C100&amp;w=2400\"><img decoding=\"async\" alt=\"Anthropic\u2019s AI gave Philadelphia police a fake tip about an unsolved homicide\" data-chromatic=\"ignore\" loading=\"lazy\" data-nimg=\"fill\" class=\"_1ismqjg i7ks070\" style=\"position:absolute;height:100%;width:100%;left:0;top:0;right:0;bottom:0;color:transparent;background-size:cover;background-position:50% 50%;background-repeat:no-repeat\" src=\"https:\/\/platform.theverge.com\/wp-content\/uploads\/sites\/2\/2026\/01\/STK269_ANTHROPIC_2_A.jpg?quality=90&amp;strip=all&amp;crop=0%2C0%2C100%2C100&amp;w=2400\"><\/div>\n<div class=\"_1ismqji\">\n<div>\n<div>\n<div class><\/div>\n<div>\n<div class=\"_19wv7tc9 _1d4s5vd3 _1d4s5vd0\"><a class=\"_7uluu50 _7uluu54\" href=\"https:\/\/www.theverge.com\/ai-artificial-intelligence\/1009090\/anthropic-fake-homicide-information-philadelphia-pd-tip\">Anthropic\u2019s AI gave Philadelphia police a fake tip about an unsolved homicide<\/a><\/div>\n<\/div>\n<div class=\"jelpeph jelpepd jelpep0\"><span><span class=\"_1g89o322 _1g89o321 _19wv7tc5\"><span><span>Emma Roth<\/span><\/span><\/span><\/span><span class=\"duet--article--timestamp g4xafw2 g4xafw0 _19wv7tc5 _1044qizs\"><time datetime=\"2026-10-09T21:15:38+00:00\">Oct 9<\/time><\/span><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div class=\"duet--content-cards--content-card _1ismqj1 _1ismqj0 _7uluu53 _1ismqj5\">\n<div class=\"_1ismqj7 _1ismqj6 _1ismqjc _1ismqjh _1cnxcye3\"><img decoding=\"async\" alt=\"\u2018Pure insanity\u2019: Mathematicians will need years to make sense of OpenAI\u2019s latest drop\" data-chromatic=\"ignore\" loading=\"lazy\" data-nimg=\"fill\" class=\"_1ismqjf i7ks070\" style=\"position:absolute;height:100%;width:100%;left:0;top:0;right:0;bottom:0;color:transparent;background-size:cover;background-position:50% 50%;background-repeat:no-repeat\" src=\"https:\/\/platform.theverge.com\/wp-content\/uploads\/sites\/2\/2026\/10\/STKS537_AI_MATH_5.jpg?quality=90&amp;strip=all&amp;crop=16.666666666667%2C0%2C66.666666666667%2C100&amp;w=2400\"><img decoding=\"async\" alt=\"\u2018Pure insanity\u2019: Mathematicians will need years to make sense of OpenAI\u2019s latest drop\" data-chromatic=\"ignore\" loading=\"lazy\" data-nimg=\"fill\" class=\"_1ismqjg i7ks070\" style=\"position:absolute;height:100%;width:100%;left:0;top:0;right:0;bottom:0;color:transparent;background-size:cover;background-position:50% 50%;background-repeat:no-repeat\" src=\"https:\/\/platform.theverge.com\/wp-content\/uploads\/sites\/2\/2026\/10\/STKS537_AI_MATH_5.jpg?quality=90&amp;strip=all&amp;crop=0%2C0%2C100%2C100&amp;w=2400\"><\/div>\n<div class=\"_1ismqji\">\n<div>\n<div>\n<div class><\/div>\n<div>\n<div class=\"_19wv7tc9 _1d4s5vd3 _1d4s5vd0\"><a class=\"_7uluu50 _7uluu54\" href=\"https:\/\/www.theverge.com\/ai-artificial-intelligence\/1008726\/openai-mathematics-solutions-chaos\">\u2018Pure insanity\u2019: Mathematicians will need years to make sense of OpenAI\u2019s latest drop<\/a><\/div>\n<\/div>\n<div class=\"jelpeph jelpepd jelpep0\"><span><span class=\"_1g89o322 _1g89o321 _19wv7tc5\"><span><span>Robert Hart<\/span><\/span><\/span><\/span><span class=\"duet--article--timestamp g4xafw2 g4xafw0 _19wv7tc5 _1044qizs\"><time datetime=\"2026-10-09T19:09:44+00:00\">Oct 9<\/time><\/span><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div class=\"duet--content-cards--content-card _1ismqj1 _1ismqj0 _7uluu53 _1ismqjk _1ismqjl _1ismqj5\">\n<div class=\"_1ismqj7 _1ismqj6 _1ismqjc _1ismqjh _1cnxcye3\"><img decoding=\"async\" alt=\"Nikon microscopic video competition winner disqualified for using generative AI\" data-chromatic=\"ignore\" loading=\"lazy\" data-nimg=\"fill\" class=\"_1ismqjf i7ks070\" style=\"position:absolute;height:100%;width:100%;left:0;top:0;right:0;bottom:0;color:transparent;background-size:cover;background-position:50% 50%;background-repeat:no-repeat\" src=\"https:\/\/platform.theverge.com\/wp-content\/uploads\/sites\/2\/2026\/10\/nikon-small-world-in-motion-ning-xu.png?quality=90&amp;strip=all&amp;crop=22.071373157486%2C0%2C55.857253685027%2C100&amp;w=2400\"><img decoding=\"async\" alt=\"Nikon microscopic video competition winner disqualified for using generative AI\" data-chromatic=\"ignore\" loading=\"lazy\" data-nimg=\"fill\" class=\"_1ismqjg i7ks070\" style=\"position:absolute;height:100%;width:100%;left:0;top:0;right:0;bottom:0;color:transparent;background-size:cover;background-position:50% 50%;background-repeat:no-repeat\" src=\"https:\/\/platform.theverge.com\/wp-content\/uploads\/sites\/2\/2026\/10\/nikon-small-world-in-motion-ning-xu.png?quality=90&amp;strip=all&amp;crop=8.1070597362296%2C0%2C83.785880527541%2C100&amp;w=2400\"><\/div>\n<div class=\"_1ismqji\">\n<div>\n<div>\n<div class><\/div>\n<div>\n<div class=\"_19wv7tc9 _1d4s5vd3 _1d4s5vd0\"><a class=\"_7uluu50 _7uluu54\" href=\"https:\/\/www.theverge.com\/ai-artificial-intelligence\/1008930\/nikon-small-world-in-motion-winner-ai\">Nikon microscopic video competition winner disqualified for using generative AI<\/a><\/div>\n<\/div>\n<div class=\"jelpeph jelpepd jelpep0\"><span><span class=\"_1g89o322 _1g89o321 _19wv7tc5\"><span><span>Stevie Bonifield<\/span><\/span><\/span><\/span><span class=\"duet--article--timestamp g4xafw2 g4xafw0 _19wv7tc5 _1044qizs\"><time datetime=\"2026-10-09T18:06:57+00:00\">Oct 9<\/time><\/span><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div class=\"duet--ad--native-ad-linkset _14xz0mv4 _14xz0mv5 _14xz0mva hidden\" data-native-ad-id=\"container\">\n<div>\n<div class=\"visually-hidden\">\n<div class=\"dynamic-native-ad-native_ad_linkset_link\"><\/div>\n<\/div>\n<p><a href=\"https:\/\/www.theverge.com\/\" aria-label=\"Advertisement\"><\/p>\n<div class>\n<div class=\"_14xz0mv7\"><span data-native-ad-id=\"preamble\" class=\"_14xz0mv8 _14xz0mv9\">Advertiser Content From<\/span><\/p>\n<div><img data-native-ad-id=\"logo\" src alt=\"Sponsor Logo\" class=\"_14xz0mvg\"><\/div>\n<\/div>\n<p class=\"_14xz0mvj\" data-native-ad-id=\"title\">This is the title for the native ad<\/p>\n<\/div>\n<p><\/a><\/div>\n<\/div>\n<\/div>\n<div class=\"e3czlx6\">\n<div class=\"duet--layout--header-pattern _75r1tr2\">\n<div class=\"_75r1tr3\">\n<div class=\"duet--layout--page-header bpecqn0\">\n<div class=\"bpecqnj bpecqnf\">\n<h2 class=\"duet--article--dangerously-set-cms-markup bpecqno bpecqnm _19wv7tc2\">Top Stories<\/h2>\n<\/div>\n<div class=\"sticky-nav-trigger\"><\/div>\n<\/div>\n<\/div>\n<div class=\"_75r1tr4\">\n<div class=\"duet--content-cards--content-card _1ismqj4 _1ismqj0 _7uluu53 _1ismqjj _1ismqj5\">\n<div class=\"_1ismqji\">\n<div>\n<div>\n<div class>\n<div class=\"jelpep7 jelpep4 jelpep0\"><span class=\"duet--article--timestamp g4xafw8 g4xafw0 _19wv7tc5\"><time datetime=\"2026-10-10T13:00:00+00:00\">Oct 10<\/time><\/span><\/div>\n<\/div>\n<div>\n<div class=\"_19wv7tc9 _1d4s5vd7 _1d4s5vd0\"><a class=\"_7uluu50 _7uluu54 _7uluu55\" href=\"https:\/\/www.theverge.com\/ai-artificial-intelligence\/1009051\/privacy-ai-agent-promises-openai-meta-muse-dots\">AI agent makers are promising privacy \u2014 will they deliver?<\/a><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div class=\"duet--content-cards--content-card _1ismqj4 _1ismqj0 _7uluu53 _1ismqj5\">\n<div class=\"_1ismqji\">\n<div>\n<div>\n<div class>\n<div class=\"jelpep7 jelpep4 jelpep0\"><span class=\"duet--article--timestamp g4xafw8 g4xafw0 _19wv7tc5\"><time datetime=\"2026-10-10T07:00:00+00:00\">Oct 10<\/time><\/span><\/div>\n<\/div>\n<div>\n<div class=\"_19wv7tc9 _1d4s5vd7 _1d4s5vd0\"><a class=\"_7uluu50 _7uluu54 _7uluu55\" href=\"https:\/\/www.theverge.com\/gadgets\/1007674\/smart-bird-feeders-attact-pests-too\">My brief romance with an AI bird feeder<\/a><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div class=\"duet--content-cards--content-card _1ismqj4 _1ismqj0 _7uluu53 _1ismqj5\">\n<div class=\"_1ismqji\">\n<div>\n<div>\n<div class>\n<div class=\"jelpep7 jelpep4 jelpep0\"><span class=\"duet--article--timestamp g4xafw8 g4xafw0 _19wv7tc5\"><time datetime=\"2026-10-10T11:00:00+00:00\">Oct 10<\/time><\/span><\/div>\n<\/div>\n<div>\n<div class=\"_19wv7tc9 _1d4s5vd7 _1d4s5vd0\"><a class=\"_7uluu50 _7uluu54 _7uluu55\" href=\"https:\/\/www.theverge.com\/transportation\/1005502\/telo-mt1-review-ev-tiny-truck\">The Telo MT1 is a big truck trapped in a tiny truck\u2019s body<\/a><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div class=\"duet--content-cards--content-card _1ismqj4 _1ismqj0 _7uluu53 _1ismqj5\">\n<div class=\"_1ismqji\">\n<div>\n<div>\n<div class>\n<div class=\"jelpep7 jelpep4 jelpep0\"><span class=\"duet--article--timestamp g4xafw8 g4xafw0 _19wv7tc5\"><time datetime=\"2026-10-10T15:00:00+00:00\">Oct 10<\/time><\/span><\/div>\n<\/div>\n<div>\n<div class=\"_19wv7tc9 _1d4s5vd7 _1d4s5vd0\"><a class=\"_7uluu50 _7uluu54 _7uluu55\" href=\"https:\/\/www.theverge.com\/entertainment\/1008654\/k-pop-sunmi-wonder-girls-interview\">K-pop star Sunmi loves Notion and ear cleaning videos<\/a><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div class=\"duet--content-cards--content-card _1ismqj4 _1ismqj0 _7uluu53 _1ismqjk _1ismqjl _1ismqj5\">\n<div class=\"_1ismqji\">\n<div>\n<div>\n<div class>\n<div class=\"jelpep7 jelpep4 jelpep0\"><span class=\"duet--article--timestamp g4xafw8 g4xafw0 _19wv7tc5\"><time datetime=\"2026-10-09T19:09:44+00:00\">Oct 9<\/time><\/span><\/div>\n<\/div>\n<div>\n<div class=\"_19wv7tc9 _1d4s5vd7 _1d4s5vd0\"><a class=\"_7uluu50 _7uluu54 _7uluu55\" href=\"https:\/\/www.theverge.com\/ai-artificial-intelligence\/1008726\/openai-mathematics-solutions-chaos\">\u2018Pure insanity\u2019: Mathematicians will need years to make sense of OpenAI\u2019s latest drop<\/a><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<p><!--\/$--><\/div>\n<p><\/main><\/p>\n","protected":false},"excerpt":{"rendered":"<p>AI Close AI Posts from this topic will be added to your daily email digest and your homepage feed. 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