<?xml version="1.0" encoding="UTF-8"?>
<urlset xmlns="http://www.sitemaps.org/schemas/sitemap/0.9">
  <url>
    <loc>https://awarenesssoftwaregroup.com/</loc>
    <lastmod>2026-08-25</lastmod>
    <changefreq>monthly</changefreq>
    <priority>1.0</priority>
  </url>
  <url>
    <loc>https://awarenesssoftwaregroup.com/custom-ai-models/</loc>
    <lastmod>2026-08-25</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.9</priority>
  </url>
  <url>
    <loc>https://awarenesssoftwaregroup.com/ai-evaluation/</loc>
    <lastmod>2026-08-25</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.9</priority>
  </url>
  <url>
    <loc>https://awarenesssoftwaregroup.com/contract-ai/</loc>
    <lastmod>2026-08-25</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.9</priority>
  </url>
  <url>
    <loc>https://awarenesssoftwaregroup.com/scorecard/</loc>
    <lastmod>2026-07-21</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.9</priority>
  </url>
  <url>
    <loc>https://awarenesssoftwaregroup.com/blog/</loc>
    <lastmod>2026-07-20</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://awarenesssoftwaregroup.com/blog/what-48-fine-tuning-experiments-showed/</loc>
    <lastmod>2026-08-25</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://awarenesssoftwaregroup.com/blog/six-results-of-our-own-that-were-wrong/</loc>
    <lastmod>2026-08-25</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://awarenesssoftwaregroup.com/blog/measuring-contract-extraction/</loc>
    <lastmod>2026-08-25</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://awarenesssoftwaregroup.com/blog/your-base-model-is-better-than-you-think/</loc>
    <lastmod>2026-08-25</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://awarenesssoftwaregroup.com/blog/choosing-a-base-model/</loc>
    <lastmod>2026-08-25</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://awarenesssoftwaregroup.com/blog/how-we-prove-your-model-is-better/</loc>
    <lastmod>2026-08-25</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://awarenesssoftwaregroup.com/blog/own-dont-rent-private-ai/</loc>
    <lastmod>2026-08-25</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://awarenesssoftwaregroup.com/blog/what-air-gapped-ai-means/</loc>
    <lastmod>2026-08-25</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://awarenesssoftwaregroup.com/blog/model-provenance-country-of-origin/</loc>
    <lastmod>2026-08-25</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://awarenesssoftwaregroup.com/datasets/</loc>
    <lastmod>2026-08-25</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.9</priority>
  </url>
  <url>
    <loc>https://awarenesssoftwaregroup.com/license/</loc>
    <lastmod>2026-01-27</lastmod>
    <changefreq>yearly</changefreq>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://awarenesssoftwaregroup.com/privacy/</loc>
    <lastmod>2026-08-25</lastmod>
    <changefreq>yearly</changefreq>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://awarenesssoftwaregroup.com/blog/is-your-data-ready-for-ai/</loc>
    <lastmod>2026-08-25</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://awarenesssoftwaregroup.com/blog/when-your-metric-moves-with-what-it-measures/</loc>
    <lastmod>2026-08-25</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://awarenesssoftwaregroup.com/blog/a-strong-correlation-that-meant-nothing/</loc>
    <lastmod>2026-08-25</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://awarenesssoftwaregroup.com/blog/when-a-benchmark-is-too-easy-to-be-useful/</loc>
    <lastmod>2026-08-25</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://awarenesssoftwaregroup.com/blog/we-tried-to-kill-our-own-finding/</loc>
    <lastmod>2026-08-25</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://awarenesssoftwaregroup.com/blog/the-answer-was-there-before-the-model-could-say-it/</loc>
    <lastmod>2026-08-25</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://awarenesssoftwaregroup.com/blog/what-a-model-has-to-build-and-what-it-gets-for-free/</loc>
    <lastmod>2026-08-25</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://awarenesssoftwaregroup.com/blog/the-experiment-that-cancelled-our-next-six-months/</loc>
    <lastmod>2026-08-25</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://awarenesssoftwaregroup.com/blog/the-result-that-was-only-true-of-one-model/</loc>
    <lastmod>2026-08-25</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://awarenesssoftwaregroup.com/blog/our-two-findings-turned-out-to-be-one/</loc>
    <lastmod>2026-08-25</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://awarenesssoftwaregroup.com/blog/what-moves-is-not-what-matters/</loc>
    <lastmod>2026-08-25</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://awarenesssoftwaregroup.com/blog/does-randomness-help-ai-learn/</loc>
    <lastmod>2026-08-25</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://awarenesssoftwaregroup.com/blog/how-to-tell-a-real-early-warning-from-a-fake-one/</loc>
    <lastmod>2026-08-25</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://awarenesssoftwaregroup.com/blog/an-average-is-not-a-promise/</loc>
    <lastmod>2026-08-25</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://awarenesssoftwaregroup.com/blog/ai-models-have-critical-periods-too/</loc>
    <lastmod>2026-08-25</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://awarenesssoftwaregroup.com/blog/three-buckets-that-lied-to-us/</loc>
    <lastmod>2026-08-25</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://awarenesssoftwaregroup.com/research/</loc>
    <lastmod>2026-08-25</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.9</priority>
  </url>
  <url>
    <loc>https://awarenesssoftwaregroup.com/research/representation-geometry-is-not-load-bearing/</loc>
    <lastmod>2026-08-25</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://awarenesssoftwaregroup.com/research/the-archive-as-an-instrument/</loc>
    <lastmod>2026-08-25</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://awarenesssoftwaregroup.com/research/consolidation-is-a-measurement-frame-effect/</loc>
    <lastmod>2026-08-25</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://awarenesssoftwaregroup.com/research/a-task-battery-with-designed-headroom/</loc>
    <lastmod>2026-08-25</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://awarenesssoftwaregroup.com/research/does-the-effect-survive-the-optimizer/</loc>
    <lastmod>2026-08-25</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://awarenesssoftwaregroup.com/research/latent-knowledge-before-behaviour/</loc>
    <lastmod>2026-08-25</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://awarenesssoftwaregroup.com/research/does-the-transition-create-features/</loc>
    <lastmod>2026-08-25</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://awarenesssoftwaregroup.com/research/is-transition-timing-controllable/</loc>
    <lastmod>2026-08-25</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://awarenesssoftwaregroup.com/research/the-phenomenon-map/</loc>
    <lastmod>2026-08-25</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://awarenesssoftwaregroup.com/research/does-the-early-signal-generalise/</loc>
    <lastmod>2026-08-25</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://awarenesssoftwaregroup.com/research/which-weights-carry-the-transition/</loc>
    <lastmod>2026-08-25</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://awarenesssoftwaregroup.com/research/one-jump-or-several/</loc>
    <lastmod>2026-08-25</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://awarenesssoftwaregroup.com/research/the-spectral-peak-that-was-not-a-signal/</loc>
    <lastmod>2026-08-25</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://awarenesssoftwaregroup.com/research/predicting-when-a-model-will-learn/</loc>
    <lastmod>2026-08-25</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://awarenesssoftwaregroup.com/research/an-average-is-not-a-guarantee/</loc>
    <lastmod>2026-08-25</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://awarenesssoftwaregroup.com/research/the-forty-steps-that-matter/</loc>
    <lastmod>2026-08-25</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://awarenesssoftwaregroup.com/research/what-actually-decides-when-a-model-learns/</loc>
    <lastmod>2026-08-25</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://awarenesssoftwaregroup.com/research/the-strongest-part-of-the-push/</loc>
    <lastmod>2026-08-25</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://awarenesssoftwaregroup.com/research/depth-does-not-add-stages/</loc>
    <lastmod>2026-08-25</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://awarenesssoftwaregroup.com/research/being-choosy-about-data-costs-more-than-it-saves/</loc>
    <lastmod>2026-08-25</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://awarenesssoftwaregroup.com/research/the-loudest-part-is-not-the-useful-part/</loc>
    <lastmod>2026-08-25</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://awarenesssoftwaregroup.com/research/it-is-not-how-much-you-remove/</loc>
    <lastmod>2026-08-25</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://awarenesssoftwaregroup.com/research/the-layer-that-changes-most-is-not-the-one-that-matters/</loc>
    <lastmod>2026-08-25</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://awarenesssoftwaregroup.com/research/how-you-cut-a-model-matters/</loc>
    <lastmod>2026-08-25</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://awarenesssoftwaregroup.com/research/the-method-that-looked-fastest-was-cheating/</loc>
    <lastmod>2026-08-25</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://awarenesssoftwaregroup.com/research/the-experiment-we-could-not-run/</loc>
    <lastmod>2026-08-25</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://awarenesssoftwaregroup.com/research/two-warnings-that-know-the-same-thing/</loc>
    <lastmod>2026-08-25</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://awarenesssoftwaregroup.com/research/learning-it-again-is-not-like-learning-it/</loc>
    <lastmod>2026-08-25</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://awarenesssoftwaregroup.com/research/the-warning-was-not-a-quirk-of-one-method/</loc>
    <lastmod>2026-08-25</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://awarenesssoftwaregroup.com/research/we-let-it-learn-how-to-combine-them/</loc>
    <lastmod>2026-08-25</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://awarenesssoftwaregroup.com/research/the-warning-is-a-share-of-the-run/</loc>
    <lastmod>2026-08-25</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://awarenesssoftwaregroup.com/research/the-check-we-should-have-run-first/</loc>
    <lastmod>2026-08-25</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://awarenesssoftwaregroup.com/research/six-identical-runs-two-answers/</loc>
    <lastmod>2026-08-25</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://awarenesssoftwaregroup.com/research/the-fix-that-fixed-nothing/</loc>
    <lastmod>2026-08-25</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://awarenesssoftwaregroup.com/research/how-many-of-our-results-are-close-calls/</loc>
    <lastmod>2026-08-25</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://awarenesssoftwaregroup.com/research/we-read-our-own-warning-list/</loc>
    <lastmod>2026-08-25</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://awarenesssoftwaregroup.com/research/the-lean-that-carries-nothing/</loc>
    <lastmod>2026-08-25</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://awarenesssoftwaregroup.com/research/a-dial-not-a-switch/</loc>
    <lastmod>2026-08-25</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://awarenesssoftwaregroup.com/research/eight-runs-is-not-enough/</loc>
    <lastmod>2026-08-25</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://awarenesssoftwaregroup.com/research/our-early-warning-gets-worse-as-models-grow/</loc>
    <lastmod>2026-08-25</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://awarenesssoftwaregroup.com/research/we-tried-to-spend-our-own-result/</loc>
    <lastmod>2026-08-25</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://awarenesssoftwaregroup.com/research/the-direction-that-does-not-travel/</loc>
    <lastmod>2026-08-25</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://awarenesssoftwaregroup.com/research/the-detector-was-never-the-problem/</loc>
    <lastmod>2026-08-25</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://awarenesssoftwaregroup.com/research/we-found-a-saving-and-it-needed-no-instrument/</loc>
    <lastmod>2026-08-25</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://awarenesssoftwaregroup.com/research/no-part-of-the-model-is-special/</loc>
    <lastmod>2026-08-25</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://awarenesssoftwaregroup.com/research/the-waste-that-is-not-where-you-look/</loc>
    <lastmod>2026-08-25</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://awarenesssoftwaregroup.com/research/is-learning-a-lucky-accident/</loc>
    <lastmod>2026-08-25</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
</urlset>
