{"id":92946,"date":"2026-09-03T14:43:51","date_gmt":"2026-09-03T14:43:51","guid":{"rendered":"https:\/\/nicheblog.top\/news\/pangrams-max-spero-on-why-ai-detection-is-harder-than-real-or-fake-equity-podcast\/"},"modified":"2026-09-03T14:43:51","modified_gmt":"2026-09-03T14:43:51","slug":"pangrams-max-spero-on-why-ai-detection-is-harder-than-real-or-fake-equity-podcast","status":"publish","type":"post","link":"https:\/\/nicheblog.top\/news\/pangrams-max-spero-on-why-ai-detection-is-harder-than-real-or-fake-equity-podcast\/","title":{"rendered":"Pangram&#8217;s Max Spero on why AI detection is harder than &#8216;Real or Fake&#8217; | Equity Podcast"},"content":{"rendered":"<p>The internet has a trust problem, and it\u2019s not just because social media feeds are filling up with AI slop. <!--more--> AI-generated text and images are now making their way into job applications, product reviews, and even insurance claims, leaving platforms and users alike scrambling to figure out what\u2019s real. <\/p>\n<p>A handful of startups have cropped up in the past couple of years to become the \u201ctrust layer\u201d the internet needs \u2014 including Pangram. The startup recently snapped up $9 million for its AI detection system and landed a partnership with Substack, which is now using Pangram\u2019s tech to show readers which of their favorite authors use AI to write their newsletters. Pangram also recently dropped a new AI image detection tool. <\/p>\n<p>On this episode of TechCrunch&#8217;s Equity podcast, Pangram co-founder and CEO Max Spero joins Rebecca Bellan to dig into the promise of AI detection tools and where to draw the line between AI assisted and AI generated. <\/p>\n<p>Subscribe to Equity on YouTube, Apple Podcasts, Overcast, Spotify and all the casts. You also can follow Equity on X and Threads, at @EquityPod. <\/p>\n<p>Chapters: <\/p>\n<p>00:00 Intro <\/p>\n<p>1:15 Building Pangram: from binary detector to gauging AI assistance <\/p>\n<p>2:06 Why job applications, reviews, and Amazon are drowning in slop <\/p>\n<p>5:39 How Pangram actually spots AI writing <\/p>\n<p>9:26 Where people draw the line on AI-assisted vs. AI-generated <\/p>\n<p>12:50 The false positive problem, and &#8220;America has a Pangram problem&#8221; <\/p>\n<p>14:30 Detecting fake images, now that AI photos are scarily good <\/p>\n<p>19:13 Competing with GPTZero, Winston, and building &#8220;core infrastructure&#8221; <\/p>\n<p>21:43 Will good writing jobs actually come back? <\/p>\n<p>23:36 Outro<\/p>\n","protected":false},"excerpt":{"rendered":"<p>The internet has a trust problem, and it\u2019s not just because social media feeds are filling up with AI slop.<\/p>\n","protected":false},"author":1,"featured_media":92962,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_exactmetrics_skip_tracking":false,"_exactmetrics_sitenote_active":false,"_exactmetrics_sitenote_note":"","_exactmetrics_sitenote_category":0,"footnotes":""},"categories":[12],"tags":[],"class_list":["post-92946","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-science-technology"],"_links":{"self":[{"href":"https:\/\/nicheblog.top\/news\/wp-json\/wp\/v2\/posts\/92946","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/nicheblog.top\/news\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/nicheblog.top\/news\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/nicheblog.top\/news\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/nicheblog.top\/news\/wp-json\/wp\/v2\/comments?post=92946"}],"version-history":[{"count":0,"href":"https:\/\/nicheblog.top\/news\/wp-json\/wp\/v2\/posts\/92946\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/nicheblog.top\/news\/wp-json\/wp\/v2\/media\/92962"}],"wp:attachment":[{"href":"https:\/\/nicheblog.top\/news\/wp-json\/wp\/v2\/media?parent=92946"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/nicheblog.top\/news\/wp-json\/wp\/v2\/categories?post=92946"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/nicheblog.top\/news\/wp-json\/wp\/v2\/tags?post=92946"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}