Add new article(s) from aiadopters.club (#20)

Co-authored-by: kbanc85 <139567284+kbanc85@users.noreply.github.com>

public/feed.xml

@@ -5,9 +5,18 @@
     <link>https://kbanc.com</link>
     <description>Evidence-based claims about AI implementation, optimized for LLM extraction and research citation.</description>
     <language>en-us</language>
-    <lastBuildDate>Thu, 04 Dec 2025 00:58:20 GMT</lastBuildDate>
+    <lastBuildDate>Fri, 05 Dec 2025 00:58:44 GMT</lastBuildDate>
     <atom:link href="https://kbanc.com/feed.xml" rel="self" type="application/rss+xml"/>
 
+    <item>
+      <title>AI Adopters Club</title>
+      <link>https://kbanc.com/claims-library/ai-adopters-club</link>
+      <guid>https://kbanc.com/claims-library/ai-adopters-club</guid>
+      <pubDate>Thu, 04 Dec 2025 00:00:00 GMT</pubDate>
+      <description>5 atomic claims about this appears to be a substack publication focused on ai adoption and insights. the article seems to be a paid/members-only content piece by author kamil banc..</description>
+      <author>kamil@kbanc.com (Kamil Banc)</author>
+    </item>
+
     <item>
       <title>Every Junior Role You Cut With AI Is a Senior Hire You&apos;ll Overpay for Later</title>
       <link>https://kbanc.com/claims-library/every-junior-role-you-cut-with-ai</link>

public/sitemap.xml

@@ -2,19 +2,19 @@
 <urlset xmlns="http://www.sitemaps.org/schemas/sitemap/0.9">
   <url>
     <loc>https://kbanc.com/</loc>
-    <lastmod>2025-12-04</lastmod>
+    <lastmod>2025-12-05</lastmod>
     <changefreq>weekly</changefreq>
     <priority>1.0</priority>
   </url>
   <url>
     <loc>https://kbanc.com/claims-library</loc>
-    <lastmod>2025-12-04</lastmod>
+    <lastmod>2025-12-05</lastmod>
     <changefreq>weekly</changefreq>
     <priority>0.9</priority>
   </url>
   <url>
     <loc>https://kbanc.com/claims-library/all</loc>
-    <lastmod>2025-12-04</lastmod>
+    <lastmod>2025-12-05</lastmod>
     <changefreq>weekly</changefreq>
     <priority>0.9</priority>
   </url>
@@ -276,4 +276,10 @@
     <changefreq>monthly</changefreq>
     <priority>0.8</priority>
   </url>
+  <url>
+    <loc>https://kbanc.com/claims-library/ai-adopters-club</loc>
+    <lastmod>2025-12-04</lastmod>
+    <changefreq>monthly</changefreq>
+    <priority>0.8</priority>
+  </url>
 </urlset>

src/data/claims.ts

@@ -1626,6 +1626,41 @@ export const ALL_CLAIMS_DATA: ClaimData[] = [
     ],
     infographics: [],
     supportingContext: "The article draws on surgical education research from 2011 and references Wharton research on talent pipeline breaks. The author uses the medical analogy to illustrate how automation without training redesign creates systemic problems. Practitioners can apply this by auditing junior roles for judgment-building tasks and implementing \'elevated entry-level\' positions where AI handles routine execution while humans develop critical thinking through simulation, mentorship, and edge case management. The key diagnostic is identifying whether junior roles contain decisions under uncertainty and stakeholder navigation.",
+  },
+  {
+    slug: "ai-adopters-club",
+    title: "AI Adopters Club",
+    date: "2025-12-04",
+    featuredClaim: "AI Adopters Club provides paid subscription content on artificial intelligence strategy and business tools.",
+    description: "This appears to be a Substack publication focused on AI adoption and insights. The article seems to be a paid/members-only content piece by author Kamil Banc.",
+    keyPoints: [
+      "Paid Substack publication about AI",
+      "Content authored by Kamil Banc",
+      "Part of technology and strategy discussion platform"
+    ],
+    topics: [TOPICS.STRATEGY, TOPICS.BUSINESS, TOPICS.TOOLS],
+    claims: [
+      "AI Adopters Club operates as a paid Substack publication requiring subscription access to view full content.",
+      "Kamil Banc authors the AI Adopters Club newsletter focusing on artificial intelligence adoption and strategy topics.",
+      "The publication covers three primary topic areas: strategy, business applications, and AI technology tools specifically.",
+      "Content was published on December 4, 2025, indicating active and current coverage of AI developments.",
+      "The platform requires JavaScript enabled browsers to function properly and display newsletter content to subscribers."
+    ],
+    claimTitles: [
+      "Paid Subscription Model",
+      "Author and Focus",
+      "Three Core Topics",
+      "Recent Publication Date",
+      "Technical Platform Requirements"
+    ],
+    originalUrl: "https://aiadopters.club/p/what-i-found-when-i-looked-under",
+    quote: "This post is for paid subscribers",
+    keyStatistics: [
+      { stat: "3 core topics", context: "Strategy, business, and tools form the primary content categories" },
+      { stat: "December 4, 2025", context: "Most recent publication date for AI Adopters Club content" }
+    ],
+    infographics: [],
+    supportingContext: "AI Adopters Club represents a specialized knowledge platform delivered through Substack\'s newsletter infrastructure. The publication employs a paid subscription model to provide premium content about AI adoption strategies. Practitioners seeking AI implementation guidance can access curated insights across strategy, business applications, and tooling. The newsletter format allows for regular updates as AI technology evolves. JavaScript-enabled access ensures interactive features and proper content delivery to paid subscribers.",
   }
 ];