<?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://aiunderstanding.org/news/new-benchmark-finds-ai-agents-wrongly-block-approved-work-28-of-the-time</loc>
    <news:news>
      <news:publication>
        <news:name>AI Understanding</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-08-15T06:13:05.761Z</news:publication_date>
      <news:title>New Benchmark Finds AI Agents Wrongly Block Approved Work 28% of the Time</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://aiunderstanding.org/news/paper-reports-frontier-llm-judges-flip-verdicts-25-71-under-pushback</loc>
    <news:news>
      <news:publication>
        <news:name>AI Understanding</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-08-15T06:05:35.053Z</news:publication_date>
      <news:title>Paper Reports Frontier LLM Judges Flip Verdicts 25-71% Under Pushback</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://aiunderstanding.org/news/paper-argues-evolution-strategies-beat-rl-at-keeping-llm-answer-sets-diverse</loc>
    <news:news>
      <news:publication>
        <news:name>AI Understanding</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-08-15T05:41:29.686Z</news:publication_date>
      <news:title>Paper Argues Evolution Strategies Beat RL at Keeping LLM Answer Sets Diverse</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://aiunderstanding.org/news/paper-says-self-improving-ai-agents-can-turn-one-unsafe-success-into-a-reusable-sk</loc>
    <news:news>
      <news:publication>
        <news:name>AI Understanding</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-08-15T05:36:55.310Z</news:publication_date>
      <news:title>Paper Says Self-Improving AI Agents Can Turn One Unsafe Success Into a Reusable Skill</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://aiunderstanding.org/news/seag-paper-proposes-aliasing-sensitive-entities-before-rag-queries-reach-external</loc>
    <news:news>
      <news:publication>
        <news:name>AI Understanding</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-08-15T05:30:02.704Z</news:publication_date>
      <news:title>SEAG Paper Proposes Aliasing Sensitive Entities Before RAG Queries Reach External LLMs</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://aiunderstanding.org/news/cabs-paper-reports-cheaper-faster-model-merging-across-27-datasets</loc>
    <news:news>
      <news:publication>
        <news:name>AI Understanding</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-08-15T04:35:48.673Z</news:publication_date>
      <news:title>CABS+ Paper Reports Cheaper, Faster Model Merging Across 27 Datasets</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://aiunderstanding.org/news/paper-proposes-retrieved-lessons-to-improve-spatial-reasoning-in-frozen-vision-lan</loc>
    <news:news>
      <news:publication>
        <news:name>AI Understanding</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-08-15T04:24:02.431Z</news:publication_date>
      <news:title>Paper Proposes Retrieved &quot;Lessons&quot; to Improve Spatial Reasoning in Frozen Vision-Language Models</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://aiunderstanding.org/news/prove-rt-paper-reports-44-7-success-generating-machine-checked-real-time-proofs</loc>
    <news:news>
      <news:publication>
        <news:name>AI Understanding</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-08-15T04:21:05.122Z</news:publication_date>
      <news:title>PROVE-RT Paper Reports 44.7% Success Generating Machine-Checked Real-Time Proofs</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://aiunderstanding.org/news/working-paper-asks-whether-india-s-consumer-law-can-cover-ai-harms</loc>
    <news:news>
      <news:publication>
        <news:name>AI Understanding</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-08-15T04:03:29.752Z</news:publication_date>
      <news:title>Working Paper Asks Whether India&apos;s Consumer Law Can Cover AI Harms</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://aiunderstanding.org/news/apple-paper-proposes-cheaper-machine-unlearning-by-skipping-low-influence-data</loc>
    <news:news>
      <news:publication>
        <news:name>AI Understanding</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-08-13T16:40:29.586Z</news:publication_date>
      <news:title>Apple Paper Proposes Cheaper Machine Unlearning by Skipping Low-Influence Data</news:title>
    </news:news>
  </url>
</urlset>