<?xml version="1.0" encoding="UTF-8"?>
<!--generator='jetpack-16.5-a.1'-->
<!--Jetpack_Sitemap_Buffer_News_XMLWriter-->
<?xml-stylesheet type="text/xsl" href="//marychuks.com/news-sitemap.xsl"?>
<urlset xmlns="http://www.sitemaps.org/schemas/sitemap/0.9" xmlns:news="http://www.google.com/schemas/sitemap-news/0.9" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://www.sitemaps.org/schemas/sitemap/0.9 http://www.sitemaps.org/schemas/sitemap/0.9/sitemap.xsd">
 <url>
  <loc>https://marychuks.com/audio-ducking-voice-music-review/</loc>
  <lastmod>2026-11-11T14:42:00Z</lastmod>
  <news:news>
   <news:publication>
    <news:name>Marychuks.com AI, Psychology, Business &amp; CreativeVerse</news:name>
    <news:language>en</news:language>
   </news:publication>
   <news:title>Audio Ducking: Let the Music Rise Where the Story Needs It</news:title>
   <news:publication_date>2026-11-11T14:41:58Z</news:publication_date>
   <news:genres>Blog</news:genres>
  </news:news>
 </url>
 <url>
  <loc>https://marychuks.com/ai-structured-output-business-rules/</loc>
  <lastmod>2026-11-11T12:50:16Z</lastmod>
  <news:news>
   <news:publication>
    <news:name>Marychuks.com AI, Psychology, Business &amp; CreativeVerse</news:name>
    <news:language>en</news:language>
   </news:publication>
   <news:title>Structured AI Outputs: Check the Business Rule Before You Act</news:title>
   <news:publication_date>2026-11-11T12:50:38Z</news:publication_date>
   <news:genres>Blog</news:genres>
  </news:news>
 </url>
 <url>
  <loc>https://marychuks.com/ai-planning-questions-prediction-commitment/</loc>
  <lastmod>2026-11-11T11:50:40Z</lastmod>
  <news:news>
   <news:publication>
    <news:name>Marychuks.com AI, Psychology, Business &amp; CreativeVerse</news:name>
    <news:language>en</news:language>
   </news:publication>
   <news:title>When AI Asks What You’ll Do, Keep the Answer Provisional</news:title>
   <news:publication_date>2026-11-11T11:50:38Z</news:publication_date>
   <news:genres>Blog</news:genres>
  </news:news>
 </url>
 <url>
  <loc>https://marychuks.com/ai-pandas-groupby-missing-category-totals/</loc>
  <lastmod>2026-11-11T10:46:59Z</lastmod>
  <news:news>
   <news:publication>
    <news:name>Marychuks.com AI, Psychology, Business &amp; CreativeVerse</news:name>
    <news:language>en</news:language>
   </news:publication>
   <news:title>AI-Written pandas: Don’t Let Unlabelled Orders Disappear From Totals</news:title>
   <news:publication_date>2026-11-11T10:48:15Z</news:publication_date>
   <news:genres>Blog</news:genres>
  </news:news>
 </url>
 <url>
  <loc>https://marychuks.com/video-editing-split-audio-picture-cuts/</loc>
  <lastmod>2026-11-11T09:45:41Z</lastmod>
  <news:news>
   <news:publication>
    <news:name>Marychuks.com AI, Psychology, Business &amp; CreativeVerse</news:name>
    <news:language>en</news:language>
   </news:publication>
   <news:title>Video Editing: Let the Sound and Picture Cut at Different Moments</news:title>
   <news:publication_date>2026-11-11T09:48:15Z</news:publication_date>
   <news:genres>Blog</news:genres>
  </news:news>
 </url>
 <url>
  <loc>https://marychuks.com/ai-workflow-partial-failure-compensating-actions/</loc>
  <lastmod>2026-11-11T08:48:17Z</lastmod>
  <news:news>
   <news:publication>
    <news:name>Marychuks.com AI, Psychology, Business &amp; CreativeVerse</news:name>
    <news:language>en</news:language>
   </news:publication>
   <news:title>When an AI Workflow Fails Halfway, Decide What to Undo</news:title>
   <news:publication_date>2026-11-11T08:48:15Z</news:publication_date>
   <news:genres>Blog</news:genres>
  </news:news>
 </url>
 <url>
  <loc>https://marychuks.com/ai-role-play-ask-real-person-perspective/</loc>
  <lastmod>2026-11-09T01:48:56Z</lastmod>
  <news:news>
   <news:publication>
    <news:name>Marychuks.com AI, Psychology, Business &amp; CreativeVerse</news:name>
    <news:language>en</news:language>
   </news:publication>
   <news:title>Before AI Speaks for a Collaborator, Ask What They Prefer</news:title>
   <news:publication_date>2026-11-09T01:54:26Z</news:publication_date>
   <news:genres>Blog</news:genres>
  </news:news>
 </url>
 <url>
  <loc>https://marychuks.com/ai-pandas-merge-missing-keys/</loc>
  <lastmod>2026-11-09T00:50:55Z</lastmod>
  <news:news>
   <news:publication>
    <news:name>Marychuks.com AI, Psychology, Business &amp; CreativeVerse</news:name>
    <news:language>en</news:language>
   </news:publication>
   <news:title>AI-Written pandas: Two Missing IDs Can Make a False Match</news:title>
   <news:publication_date>2026-11-09T00:54:26Z</news:publication_date>
   <news:genres>Blog</news:genres>
  </news:news>
 </url>
</urlset>