<?xml version="1.0" encoding="UTF-8"?>
<urlset xmlns="http://www.sitemaps.org/schemas/sitemap/0.9"
        xmlns:news="http://www.google.com/schemas/sitemap-news/0.9">
  <url>
    <loc>https://groundy.com/articles/ai-agents-outgrow-oauth-what-task-scoped-authorization-requires/</loc>
    <news:news>
      <news:publication>
        <news:name>Groundy</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-08-26T13:54:34.761Z</news:publication_date>
      <news:title>AI Agents Outgrow OAuth: What Task-Scoped Authorization Requires</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://groundy.com/articles/why-prompt-caching-can-change-model-outputs-a-prefix-invariance-audit/</loc>
    <news:news>
      <news:publication>
        <news:name>Groundy</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-08-26T13:34:03.485Z</news:publication_date>
      <news:title>Why Prompt Caching Can Change Model Outputs: A Prefix Invariance Audit</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://groundy.com/articles/ai-video-generators-as-world-simulators-what-vgi-bench-actually-measures/</loc>
    <news:news>
      <news:publication>
        <news:name>Groundy</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-08-26T04:26:17.525Z</news:publication_date>
      <news:title>AI Video Generators as World Simulators: What VGI-Bench Actually Measures</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://groundy.com/articles/llms-reading-earnings-filings-where-kpi-extraction-still-fails/</loc>
    <news:news>
      <news:publication>
        <news:name>Groundy</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-08-25T14:57:14.099Z</news:publication_date>
      <news:title>LLMs Reading Earnings Filings: Where KPI Extraction Still Fails</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://groundy.com/articles/pdf-parsers-vs-math-formulas-building-rag-over-scientific-papers/</loc>
    <news:news>
      <news:publication>
        <news:name>Groundy</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-08-25T14:38:04.256Z</news:publication_date>
      <news:title>PDF Parsers vs Math Formulas: Building RAG Over Scientific Papers</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://groundy.com/articles/gdpr-deletion-requests-vs-llm-weights-what-machine-unlearning-actually-removes/</loc>
    <news:news>
      <news:publication>
        <news:name>Groundy</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-08-25T13:56:47.080Z</news:publication_date>
      <news:title>GDPR Deletion Requests vs LLM Weights: What Machine Unlearning Actually Removes</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://groundy.com/articles/ai-bias-audits-vs-ethics-audits-what-each-actually-catches/</loc>
    <news:news>
      <news:publication>
        <news:name>Groundy</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-08-25T04:47:27.641Z</news:publication_date>
      <news:title>AI Bias Audits vs Ethics Audits: What Each Actually Catches</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://groundy.com/articles/why-drift-monitors-confuse-covariate-shift-with-concept-drift/</loc>
    <news:news>
      <news:publication>
        <news:name>Groundy</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-08-25T02:06:11.227Z</news:publication_date>
      <news:title>Why Drift Monitors Confuse Covariate Shift With Concept Drift</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://groundy.com/articles/node-clis-running-local-ai-models-transformers-js-v4-vs-a-python-sidecar/</loc>
    <news:news>
      <news:publication>
        <news:name>Groundy</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-08-25T01:41:43.660Z</news:publication_date>
      <news:title>Node CLIs Running Local AI Models: Transformers.js v4 vs a Python Sidecar</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://groundy.com/articles/ai-generated-apps-look-right-but-do-they-actually-work/</loc>
    <news:news>
      <news:publication>
        <news:name>Groundy</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-08-24T14:09:46.403Z</news:publication_date>
      <news:title>AI-Generated Apps Look Right, but Do They Actually Work?</news:title>
    </news:news>
  </url>
</urlset>
