<?xml version="1.0" encoding="UTF-8"?>
<urlset xmlns="http://www.sitemaps.org/schemas/sitemap/0.9">
  
  <url>
    <loc>https://www.phugialy.com</loc>
    <lastmod>2026-09-20T13:00:22.402Z</lastmod>
    <changefreq>daily</changefreq>
    <priority>1.0</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/blog</loc>
    <lastmod>2026-09-20T13:00:22.402Z</lastmod>
    <changefreq>daily</changefreq>
    <priority>0.9</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/threads</loc>
    
    <changefreq>daily</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/about</loc>
    
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/contact</loc>
    
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/opportunity</loc>
    
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/disclosure</loc>
    
    <changefreq>yearly</changefreq>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/weather</loc>
    
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/guestbook</loc>
    
    <changefreq>weekly</changefreq>
    <priority>0.5</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/resources</loc>
    
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/topics/ai-advancement</loc>
    <lastmod>2026-09-20T13:00:22.402Z</lastmod>
    <changefreq>daily</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/topics/applied-ai</loc>
    <lastmod>2026-09-17T13:00:54.888Z</lastmod>
    <changefreq>daily</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/topics/how-to-ai</loc>
    <lastmod>2026-09-19T08:01:30.215Z</lastmod>
    <changefreq>daily</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/topics/vibe-coding-codex</loc>
    <lastmod>2026-09-20T08:01:15.447Z</lastmod>
    <changefreq>daily</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/topics/dfw-commercial</loc>
    <lastmod>2026-08-19T08:47:16.575Z</lastmod>
    <changefreq>daily</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/resources/3f554da3-3791-4748-8e57-a989d0f2171f</loc>
    <lastmod>2026-09-01T05:23:18.814Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/resources/014407cf-079f-4870-bf89-36256b046e48</loc>
    <lastmod>2026-09-05T19:48:35.031Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/resources/1f6b075f-22a7-4646-b30a-5f9b33b2e4a1</loc>
    <lastmod>2026-09-01T20:15:22.096Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/resources/5819ce4b-bee1-4c1b-8e74-5827844dfa1c</loc>
    <lastmod>2026-08-25T04:28:08.388Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/resources/62367e7c-fe68-4f6e-a645-af0282e789b0</loc>
    <lastmod>2026-09-05T19:48:30.761Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/resources/e2aba879-8d20-41d1-9cd9-ab953804d39d</loc>
    <lastmod>2026-09-01T20:17:36.554Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/resources/26056ab1-9d30-41ed-ae7e-e44f147ef860</loc>
    <lastmod>2026-09-01T20:15:03.194Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/resources/7dac86b1-5a2f-4c93-a759-fc493af751d7</loc>
    <lastmod>2026-09-01T20:17:36.928Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/resources/ed7978b8-236d-4a16-9f3f-e945204b9a83</loc>
    <lastmod>2026-09-05T19:49:36.173Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/resources/7b264c53-3b8e-46e7-b35b-2e5f6e23bb34</loc>
    <lastmod>2026-09-05T19:49:38.946Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/resources/cb6ac688-69ab-41d8-84dd-70f1c9e65be2</loc>
    <lastmod>2026-09-05T19:40:59.985Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/resources/aede1291-e3e7-427b-9b7e-6e7b484d224b</loc>
    <lastmod>2026-08-25T20:36:19.160Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/resources/f2fe368a-80d6-4abb-850d-c31430febfd8</loc>
    <lastmod>2026-09-05T19:40:59.120Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/resources/b1ba74d4-a37d-4ad4-a7c8-76713e2bad42</loc>
    <lastmod>2026-09-01T20:15:19.546Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/resources/9415f2d7-a7f7-460f-83d9-df44e1a6a712</loc>
    <lastmod>2026-09-01T20:15:12.765Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/resources/b29c81ca-26f2-443d-b708-d44e43722541</loc>
    <lastmod>2026-09-01T20:17:35.395Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/resources/62328633-6e68-4d67-9ae2-a5bfc1d261bc</loc>
    <lastmod>2026-09-01T20:15:28.156Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/resources/c1de703d-33dd-4a38-8964-00ac5da515e9</loc>
    <lastmod>2026-09-14T20:00:20.905Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/resources/77b1e579-66a4-40fd-bc07-82468db8afaf</loc>
    <lastmod>2026-08-25T20:36:19.160Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/resources/c042baf6-f894-4c8a-b1ea-02fe03868e75</loc>
    <lastmod>2026-08-25T20:36:19.160Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/resources/823ae34b-3c96-4d4b-bddf-fbc78f0b4d9e</loc>
    <lastmod>2026-08-25T20:36:19.160Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/resources/fb4bc5b8-caa7-4960-b77c-e53b3bf5ca18</loc>
    <lastmod>2026-09-05T19:48:50.490Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/resources/f96b9132-1fbe-440f-860f-6761077f669d</loc>
    <lastmod>2026-08-25T20:36:19.160Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/resources/85d66b9c-94a9-4f07-a20e-065c04b820cf</loc>
    <lastmod>2026-08-25T20:36:19.160Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/resources/ca827298-f8ac-4aa5-b985-da017701d5e9</loc>
    <lastmod>2026-08-25T20:36:19.160Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/resources/24e555dc-0954-4b05-875b-3475debf0c4a</loc>
    <lastmod>2026-08-25T20:36:19.160Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/resources/599ba977-0859-4a9f-9100-9c21a33afd80</loc>
    <lastmod>2026-08-25T20:36:19.160Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/resources/a2ab8af6-2971-49db-92fe-e72fe7bf9ad2</loc>
    <lastmod>2026-08-25T20:36:19.160Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/resources/bb6f6d20-a4e5-4145-95ce-78b41a3eb0e7</loc>
    <lastmod>2026-09-15T01:34:44.203Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/resources/8dd58ad5-b9ba-4ef5-b751-e7aa6525682f</loc>
    <lastmod>2026-09-15T01:34:44.923Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/resources/aff5374d-8f63-4754-8de9-8c31ef45184e</loc>
    <lastmod>2026-09-15T01:34:44.803Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/resources/797c558d-fd73-44d6-861a-11a12ea386dd</loc>
    <lastmod>2026-09-05T19:48:53.859Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/resources/bb6cbf3d-c6eb-4b80-ba8c-3153448a0d3d</loc>
    <lastmod>2026-09-05T19:48:57.063Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/resources/685a9977-e47a-41a5-81ad-6925b4b0768a</loc>
    <lastmod>2026-09-01T20:15:06.818Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/resources/966ea5c7-d42c-474e-980b-2fbb58841b62</loc>
    <lastmod>2026-09-15T01:34:44.439Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/resources/1fe0b293-0f11-4e64-bcdd-bed27937f683</loc>
    <lastmod>2026-08-25T20:36:19.160Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/resources/066d7468-3b39-4cde-a7ce-881fb7d15a1e</loc>
    <lastmod>2026-08-25T20:36:19.160Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/resources/587dd75b-26f2-4bf8-bf04-4642301e958e</loc>
    <lastmod>2026-08-25T20:36:19.160Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/resources/35888e48-3c38-4da6-90f3-b5ba1d894fbb</loc>
    <lastmod>2026-09-01T20:17:36.192Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/resources/a2b39ea9-6429-4836-9f90-9b522f15fb8d</loc>
    <lastmod>2026-08-25T20:36:19.160Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/resources/0408f074-638b-403b-aa92-dc8a30acc3a0</loc>
    <lastmod>2026-08-25T20:36:19.160Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/resources/d5173a4e-7e9e-4509-bf6d-e05d9c985511</loc>
    <lastmod>2026-08-25T20:36:19.160Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/resources/1d23dc83-b49a-4e10-bc90-4cca8e6c83d4</loc>
    <lastmod>2026-09-15T01:34:45.050Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/resources/66afc5ca-7dec-4fd1-bbf5-a336fa12d707</loc>
    <lastmod>2026-08-25T20:36:19.160Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/resources/4e672c09-d800-4a92-a234-0fc48a56ee6a</loc>
    <lastmod>2026-09-01T20:17:35.811Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/resources/b9762229-ff42-43a8-b4d3-44157ba1007c</loc>
    <lastmod>2026-08-25T20:36:19.160Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/resources/0b39cf4a-67f0-4362-8fb1-efe8a76f04d9</loc>
    <lastmod>2026-08-25T20:36:19.160Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/resources/ad71b315-1fd0-4a09-97b7-1806a3c1a3ae</loc>
    <lastmod>2026-09-05T19:49:30.530Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/resources/ceb960fe-3b42-4a79-9351-e0ee644047ad</loc>
    <lastmod>2026-08-25T20:36:19.160Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/resources/b9ac8da7-f19c-41b5-a2d7-46d09352a8d6</loc>
    <lastmod>2026-09-05T19:49:25.078Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/resources/497b0d23-3f6d-4173-bd5d-dff4a7ee6f8d</loc>
    <lastmod>2026-09-05T19:49:33.531Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/resources/4db74ea5-0597-4520-91a5-57d8f4aa86b0</loc>
    <lastmod>2026-08-25T20:36:19.160Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/resources/9eeefb82-a80b-4caa-b295-8574d9b0ffdc</loc>
    <lastmod>2026-09-05T19:48:38.909Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/resources/890387d2-99cb-4934-a303-f4a6b85fec97</loc>
    <lastmod>2026-09-01T20:15:25.065Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/resources/81006658-7c5f-467f-b924-d355120d9536</loc>
    <lastmod>2026-09-05T19:48:47.601Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/resources/705597c0-fab2-495b-8440-8a30c9797b7c</loc>
    <lastmod>2026-09-01T20:17:34.856Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/resources/19056c83-78aa-4f53-93d9-4d92ffc93985</loc>
    <lastmod>2026-09-05T19:48:44.860Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/resources/2c655e5b-6c9e-44fc-a8c6-7583208196ff</loc>
    <lastmod>2026-09-01T20:15:30.923Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/resources/ec800252-7b26-438d-a231-569cd3276fd4</loc>
    <lastmod>2026-09-05T19:48:41.857Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/resources/dd6d1602-b10f-4c8f-bcee-9e52426d9295</loc>
    <lastmod>2026-08-25T20:36:19.160Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/resources/0b7fe34e-d9d4-4539-8747-28245f059073</loc>
    <lastmod>2026-09-05T19:49:15.631Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/resources/476c602c-4a61-44c6-b90d-70794f547362</loc>
    <lastmod>2026-09-05T19:49:18.590Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/resources/6f7aaeef-e6b7-4288-a932-f141a8775b50</loc>
    <lastmod>2026-09-05T19:49:21.725Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/resources/18fc06a5-8c0e-43c4-bcfd-3b8d720e6217</loc>
    <lastmod>2026-08-25T20:36:19.160Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/resources/02020d97-3811-4f2b-bc1a-427f4c1d8e5a</loc>
    <lastmod>2026-08-25T20:36:19.160Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/resources/f8cf0178-d060-4e37-9ff7-155b7ee794e8</loc>
    <lastmod>2026-08-25T20:36:19.160Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/resources/281756d6-6023-4e6d-ae61-eecf2f2842d0</loc>
    <lastmod>2026-09-01T20:15:16.038Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/resources/bf2eb999-1223-4801-acf6-fd1383dc2ab3</loc>
    <lastmod>2026-09-01T20:15:09.442Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/resources/3bcb4e07-249a-4c15-899e-2a74481b5a4d</loc>
    <lastmod>2026-09-05T19:49:02.674Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/resources/ac5e5c10-f739-4ec6-ac19-661ce9a38786</loc>
    <lastmod>2026-09-05T19:48:59.875Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/resources/291a6660-6a75-4280-befc-a31c06f2b7a4</loc>
    <lastmod>2026-08-25T20:36:19.160Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/resources/6c305b2e-3ba7-4e7a-9c98-a89bcadbbfe4</loc>
    <lastmod>2026-08-25T20:36:19.160Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/resources/7d98ab51-4a15-440d-9cc3-d00d30e8f1a8</loc>
    <lastmod>2026-09-05T19:49:06.963Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/resources/6b8eb8e4-0f02-4bdf-9ab9-ae5e2be72098</loc>
    <lastmod>2026-08-25T20:36:19.160Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/resources/a758efad-4536-4e95-9c82-567191f3acbf</loc>
    <lastmod>2026-09-05T19:49:09.884Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/resources/00ddcb77-9be4-4f07-9112-94d1db814d30</loc>
    <lastmod>2026-09-05T19:49:12.706Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/resources/2f87ebbd-4a19-491d-87d7-230e2ac667df</loc>
    <lastmod>2026-09-15T01:34:44.671Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/threads/f5d4a6da-bca9-48e0-873c-e6df124c8976</loc>
    <lastmod>2026-09-15T03:13:29.877Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/threads/3e27ea31-64b0-4885-b5ee-f69e5be59fec</loc>
    <lastmod>2026-08-29T05:36:49.878Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.4</priority>
  </url>
  
  <url>
    <loc>https://www.phugialy.com/blog/china-s-ai-companion-rules-why-doubao-and-qwen-shut-down</loc>
    <lastmod>2026-09-20T13:00:22.402Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/blog/eebench-what-ai-circuit-design-scores-actually-reveal</loc>
    <lastmod>2026-09-20T08:01:16.582Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/blog/the-orchestration-layer-agentic-ai-s-biggest-efficiency-lever</loc>
    <lastmod>2026-09-20T08:01:15.447Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/blog/vera-mh-benchmark-validating-ai-chatbot-safety-testing</loc>
    <lastmod>2026-09-20T01:00:17.996Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/blog/ai-coding-agent-memory-that-survives-switching-tools</loc>
    <lastmod>2026-09-19T19:00:15.439Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/blog/37-an-hour-to-train-your-replacement-inside-ai-training-jobs</loc>
    <lastmod>2026-09-19T13:00:13.199Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/blog/from-silent-failures-to-seamless-fixes-turning-your-chat-logs-into-a-product-sup</loc>
    <lastmod>2026-09-19T08:01:34.278Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/blog/moving-beyond-outcome-only-rewards-why-path-penalties-matter-for-production-agen</loc>
    <lastmod>2026-09-19T08:01:33.077Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/blog/the-one-step-trap-why-local-accuracy-is-killing-long-term-ai-planning</loc>
    <lastmod>2026-09-19T08:01:32.337Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/blog/the-visual-language-of-non-deterministic-ui</loc>
    <lastmod>2026-09-19T08:01:31.508Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/blog/aws-graphrag-deployment-cuts-drug-research-cycles-by-87-here-s-how-it-works</loc>
    <lastmod>2026-09-19T08:01:30.215Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/blog/ai-route-optimisation-is-already-paying-for-itself</loc>
    <lastmod>2026-09-19T01:00:09.000Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/blog/shortcut-learning-hides-behind-good-accuracy-metrics</loc>
    <lastmod>2026-09-18T19:00:06.204Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/blog/loca-fixes-parameter-efficient-fine-tuning-for-convolutional-models</loc>
    <lastmod>2026-09-18T13:00:04.906Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/blog/the-robotics-protectionism-trap-security-at-the-cost-of-speed</loc>
    <lastmod>2026-09-18T08:01:13.960Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/blog/from-no-entry-to-guest-list-how-cloudflare-is-giving-creators-the-remote-control</loc>
    <lastmod>2026-09-18T08:01:13.466Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/blog/predicting-llm-accuracy-before-the-model-finishes-talking</loc>
    <lastmod>2026-09-18T08:01:12.728Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/blog/architecting-ai-inference-infrastructure-for-data-movement</loc>
    <lastmod>2026-09-18T08:01:11.851Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/blog/fixing-instruction-leakage-in-goal-conditioned-world-models</loc>
    <lastmod>2026-09-18T08:01:10.254Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/blog/ai-regulation-now-depends-on-the-companies-it-regulates</loc>
    <lastmod>2026-09-18T01:01:00.679Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/blog/ai-incident-response-works-so-why-are-engineers-losing-the-skill</loc>
    <lastmod>2026-09-17T13:00:54.888Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/blog/from-red-tape-to-roadmaps-why-the-eu-ai-act-is-a-win-for-innovation</loc>
    <lastmod>2026-09-17T08:01:15.607Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/blog/giving-ai-agents-the-keys-to-the-kingdom-without-the-risk-of-burning-it-down</loc>
    <lastmod>2026-09-17T08:01:15.180Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/blog/frontier-ai-labs-want-government-power-who-audits-them</loc>
    <lastmod>2026-09-17T08:01:14.135Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/blog/the-unit-economics-gap-in-the-ai-boom</loc>
    <lastmod>2026-09-17T08:01:12.054Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/blog/the-autonomy-trap-why-agentic-ai-security-is-a-moving-target</loc>
    <lastmod>2026-09-17T08:01:09.581Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/blog/how-ai-labs-are-becoming-a-counterbalance-to-government</loc>
    <lastmod>2026-09-16T19:00:49.063Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/blog/when-ai-labs-counterbalance-government-who-checks-them</loc>
    <lastmod>2026-09-16T13:00:46.701Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/blog/physics-guided-machine-learning-for-prescribed-burns</loc>
    <lastmod>2026-09-16T08:01:16.319Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/blog/the-accuracy-gap-why-ai-advice-triggers-cognitive-surrender</loc>
    <lastmod>2026-09-16T08:01:15.652Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/blog/the-physical-ceiling-why-ai-scaling-isn-t-a-magic-trick</loc>
    <lastmod>2026-09-16T08:01:14.790Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/blog/decoupling-knowledge-from-weights-why-co-lmlm-matters-for-production</loc>
    <lastmod>2026-09-16T08:01:14.299Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/blog/from-prototype-to-production-mastering-the-engineering-superpower-in-the-ai-era</loc>
    <lastmod>2026-09-16T08:01:13.199Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/blog/when-ai-agents-hack-hugging-face-reward-hacking-gets-real</loc>
    <lastmod>2026-09-16T08:01:11.940Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/blog/from-sci-fi-to-standard-building-the-public-health-nervous-system</loc>
    <lastmod>2026-09-16T08:01:09.843Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/blog/can-ai-romance-count-as-cheating-half-of-americans-say-yes</loc>
    <lastmod>2026-09-15T13:00:35.051Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/blog/the-hardware-bottleneck-michigan-s-ai-infrastructure-friction</loc>
    <lastmod>2026-09-15T08:01:19.471Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/blog/moving-beyond-uniform-optimization-in-diffusion-rlhf</loc>
    <lastmod>2026-09-15T08:01:18.711Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/blog/beyond-main-effects-why-your-interpretable-models-might-be-missing-the-signal</loc>
    <lastmod>2026-09-15T08:01:16.896Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/blog/why-your-multi-agent-safety-strategy-is-probably-just-a-rule-text-problem</loc>
    <lastmod>2026-09-15T08:01:14.788Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/blog/from-content-consumption-to-skill-mastery-the-learnvector-revolution</loc>
    <lastmod>2026-09-15T08:01:13.041Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/blog/ai-copilots-at-m-t-bank-what-enterprise-adoption-really-costs</loc>
    <lastmod>2026-09-15T01:00:30.904Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/blog/ban-artificial-superintelligence-act-what-it-really-proposes</loc>
    <lastmod>2026-09-14T19:00:27.913Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/blog/llms-in-cybersecurity-reading-past-the-50-malware-claim</loc>
    <lastmod>2026-09-14T13:00:27.938Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/blog/llm-flight-planning-for-evtol-what-frame-s-93-8-really-shows</loc>
    <lastmod>2026-09-14T01:00:22.527Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/blog/openclaw-deleted-an-inbox-when-compaction-eats-your-guardrails</loc>
    <lastmod>2026-09-13T19:00:21.098Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/blog/when-frontier-ai-labs-become-a-counterbalance-to-government</loc>
    <lastmod>2026-09-13T13:00:20.059Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/blog/the-physical-wall-why-materials-science-is-the-next-ai-bottleneck</loc>
    <lastmod>2026-09-13T08:01:17.899Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/blog/google-s-heir-running-ai-inference-on-encrypted-data</loc>
    <lastmod>2026-09-13T08:01:16.366Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/blog/testing-gemini-3-6-flash-for-counterfeit-cosmetics-detection</loc>
    <lastmod>2026-09-12T19:00:18.145Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/blog/from-exploration-to-infrastructure-how-agents-build-their-own-production-code</loc>
    <lastmod>2026-09-12T08:01:36.041Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/blog/nightcrawler-localized-pentesting-and-the-reality-of-small-model-autonomy</loc>
    <lastmod>2026-09-12T08:01:35.526Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/blog/the-case-for-distributed-ai-zuckerberg-s-vision-for-personal-superintelligence</loc>
    <lastmod>2026-09-12T08:01:33.057Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/blog/from-novelty-to-nature-engineering-the-presence-of-a-talking-fish</loc>
    <lastmod>2026-09-12T08:01:32.517Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/blog/when-ai-labs-outweigh-government-power-who-checks-whom</loc>
    <lastmod>2026-09-12T01:00:17.546Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/blog/carwatch-an-offline-ai-agent-that-lives-on-your-car</loc>
    <lastmod>2026-09-11T19:01:05.155Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/blog/what-an-empty-mit-technology-review-source-actually-tells-you</loc>
    <lastmod>2026-09-11T13:01:00.472Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/blog/how-much-of-hacker-news-is-ai-a-real-measurement</loc>
    <lastmod>2026-09-11T08:01:22.941Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/blog/when-frontier-ai-labs-outgrow-government-oversight</loc>
    <lastmod>2026-09-11T08:01:20.544Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/blog/quantifying-the-ai-noise-floor-a-hacker-news-tracker</loc>
    <lastmod>2026-09-10T21:00:18.311Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/blog/the-circular-financing-loop-how-hyperscalers-are-subsidizing-their-own-ai-growth</loc>
    <lastmod>2026-09-10T08:01:10.382Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/blog/the-compliance-pivot-openai-s-strategic-alignment-with-the-eu-ai-act</loc>
    <lastmod>2026-09-09T08:01:37.885Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/blog/the-quadratic-wall-why-brute-force-ai-is-hitting-a-ceiling</loc>
    <lastmod>2026-09-09T08:01:35.646Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/blog/the-carbon-cost-of-compute-microsoft-s-ai-expansion-reality-check</loc>
    <lastmod>2026-09-09T08:01:34.555Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/blog/silicon-valley-s-ai-plan-1b-to-save-jobs-as-tech-giants-back-public-ownership</loc>
    <lastmod>2026-09-09T08:01:33.931Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/blog/from-logs-to-prs-closing-the-loop-on-ai-agent-observability</loc>
    <lastmod>2026-09-09T08:01:31.757Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/blog/the-structural-failure-of-ai-trust-how-document-borne-worms-bypass-model-upgrade</loc>
    <lastmod>2026-09-09T08:01:30.686Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/blog/the-geo-playbook-engineering-narrative-at-scale</loc>
    <lastmod>2026-09-08T08:01:14.717Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/blog/webmcp-websites-declare-structured-tools-for-ai-agents</loc>
    <lastmod>2026-09-08T08:01:14.087Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/blog/why-solving-pdes-via-tensor-factorization-matters-for-manifold-learning</loc>
    <lastmod>2026-09-08T08:01:10.929Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/blog/organizational-culture-beats-any-ai-tool-you-can-buy</loc>
    <lastmod>2026-09-07T21:00:26.414Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/blog/when-ai-labs-become-a-counterbalance-to-government-power</loc>
    <lastmod>2026-09-07T13:00:23.372Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/blog/from-oracles-to-agents-the-next-phase-of-scientific-discovery</loc>
    <lastmod>2026-09-07T08:01:16.384Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/blog/moving-past-the-ai-mythology-engineering-social-collaboration</loc>
    <lastmod>2026-09-07T08:01:15.900Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/blog/soofi-s-30b-a3b-why-active-parameters-are-the-new-scaling-metric</loc>
    <lastmod>2026-09-07T08:01:15.099Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/blog/the-geometry-of-thought-decoding-the-ai-black-box</loc>
    <lastmod>2026-09-07T08:01:14.109Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/blog/from-lab-toys-to-production-how-abot-c0-unifies-quadruped-behavior</loc>
    <lastmod>2026-09-07T08:01:13.108Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/blog/moving-beyond-confidence-scores-measuring-ai-metacognition</loc>
    <lastmod>2026-09-07T08:01:11.615Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/blog/the-engineering-reality-of-an-ai-driven-newsroom</loc>
    <lastmod>2026-09-07T08:01:09.760Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/blog/the-production-risk-of-offloading-reasoning-to-deep-research-tools</loc>
    <lastmod>2026-09-07T08:01:09.062Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/blog/stop-training-agents-to-just-get-the-job-done</loc>
    <lastmod>2026-09-06T08:01:14.769Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/blog/the-maintenance-debt-of-ai-generated-code</loc>
    <lastmod>2026-09-06T08:01:12.299Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/blog/local-ai-stem-separation-with-demucs-stemdeck-reviewed</loc>
    <lastmod>2026-09-05T21:00:08.673Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/blog/the-erosion-of-technical-authority-in-the-age-of-vibe-coding</loc>
    <lastmod>2026-09-05T08:01:12.432Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/blog/jetson-orin-nano-2-edge-ai-for-drones-and-robots</loc>
    <lastmod>2026-09-05T08:01:10.535Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/blog/middle-mile-autonomy-gets-real-inside-gatik-s-200m-bet</loc>
    <lastmod>2026-09-04T21:00:59.742Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/blog/the-architectural-debt-of-neutral-ai</loc>
    <lastmod>2026-09-04T08:03:54.097Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/blog/the-illusion-of-effortless-data-access-a-skeptic-s-look-at-jailbreak</loc>
    <lastmod>2026-09-04T08:03:53.502Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/blog/the-model-s-the-easy-part-why-infrastructure-control-is-the-new-ai-moat</loc>
    <lastmod>2026-09-04T08:03:52.894Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/blog/fablecut-why-json-is-the-secret-sauce-for-agentic-video-editing</loc>
    <lastmod>2026-09-04T08:03:51.368Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/blog/the-prompt-engineering-tax-on-financial-advice</loc>
    <lastmod>2026-09-04T08:03:50.311Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/blog/google-earth-s-image-generation-rollback-a-lesson-in-guardrail-debt</loc>
    <lastmod>2026-09-04T08:03:48.272Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/blog/the-detection-gap-why-ai-generation-is-outpacing-safety-filters</loc>
    <lastmod>2026-09-04T08:03:47.186Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/blog/the-institutionalization-of-frontier-ai-labs-from-software-to-infrastructure</loc>
    <lastmod>2026-09-03T13:00:47.888Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/blog/ai-computing-power-and-grid-infrastructure-challenges</loc>
    <lastmod>2026-09-03T08:02:00.152Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/blog/openjdk-s-ai-policy-why-your-copilot-output-is-a-one-way-street</loc>
    <lastmod>2026-09-03T08:01:59.052Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/blog/the-consent-debt-of-public-data-lessons-from-meta-s-muse-image-pullback</loc>
    <lastmod>2026-09-03T08:01:58.443Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/blog/cerebellum-inspired-memtransistor-why-ai-needs-to-stop-thinking</loc>
    <lastmod>2026-09-03T08:01:55.430Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/blog/rl-doesn-t-just-fine-tune-it-architectures-strategy</loc>
    <lastmod>2026-09-03T08:01:54.752Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/blog/craft-coding-vs-vibe-coding-why-reviewing-beats-generation</loc>
    <lastmod>2026-09-02T21:00:41.673Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/blog/why-young-adults-don-t-trust-ai-executives</loc>
    <lastmod>2026-09-02T13:00:38.725Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/blog/ai-text-watermarking-what-it-proves-and-what-it-doesn-t</loc>
    <lastmod>2026-09-02T08:02:02.911Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/blog/sensetime-s-galaxy-project-the-software-play-for-hardware-independence</loc>
    <lastmod>2026-09-02T08:02:00.707Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/blog/google-s-bioresilience-program-securing-the-dna-pipeline</loc>
    <lastmod>2026-09-02T08:01:58.982Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/blog/scaling-moe-on-superpods-moving-past-the-all-to-all-bottleneck</loc>
    <lastmod>2026-09-01T08:01:52.497Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/blog/stop-guessing-gaps-how-aler-ti-fixes-the-time-series-retrieval-problem</loc>
    <lastmod>2026-09-01T08:01:51.911Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/blog/the-metadata-band-aid-why-article-50-fails-to-stop-manipulation</loc>
    <lastmod>2026-09-01T08:01:50.864Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/blog/from-technical-debt-to-production-the-stewardship-gap-in-ai-driven-science</loc>
    <lastmod>2026-09-01T08:01:48.438Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/blog/don-t-let-ai-write-your-second-brain-notes</loc>
    <lastmod>2026-09-01T08:01:47.406Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/blog/the-bottleneck-of-ai-self-improvement-why-evaluation-is-the-real-hard-problem</loc>
    <lastmod>2026-09-01T08:01:46.911Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/blog/ai-accelerates-product-development-across-beauty-and-food-industries</loc>
    <lastmod>2026-08-31T08:00:53.520Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/blog/the-great-leveling-why-ai-is-a-productivity-power-up-for-newcomers</loc>
    <lastmod>2026-08-31T08:00:52.876Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/blog/the-professional-cost-of-ai-slop-in-engineering</loc>
    <lastmod>2026-08-31T08:00:51.016Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/blog/the-industrialization-of-fraud-why-voice-cloning-is-outrunning-defense</loc>
    <lastmod>2026-08-31T08:00:50.191Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/blog/triage-as-a-filter-new-orleans-move-to-ai-managed-911-routing</loc>
    <lastmod>2026-08-31T08:00:49.290Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/blog/moving-beyond-agents-the-reality-of-autogenic-6g-management</loc>
    <lastmod>2026-08-30T21:00:58.020Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/blog/debian-s-ai-policy-responsibility-isn-t-automated</loc>
    <lastmod>2026-08-30T13:00:57.401Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/blog/the-technical-debt-of-unconsented-training-data</loc>
    <lastmod>2026-08-28T21:00:17.260Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/blog/the-linux-kernel-s-ai-pivot-technical-merit-vs-the-verification-bottleneck</loc>
    <lastmod>2026-08-27T21:00:08.970Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/blog/designing-viable-viral-genomes-with-evo-2-beyond-sequence-prediction</loc>
    <lastmod>2026-08-26T13:00:56.539Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/blog/the-automation-of-fraud-scaling-synthetic-identities-in-africa</loc>
    <lastmod>2026-08-25T14:32:48.899Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/blog/from-content-grind-to-creative-flow-how-ai-is-your-new-secret-weapon</loc>
    <lastmod>2026-08-20T16:08:01.880Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/blog/why-anchorprune-matters-for-high-resolution-multimodal-inference</loc>
    <lastmod>2026-08-20T14:57:54.788Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/blog/the-reality-of-revenue-sharing-in-the-qwen-model-lifecycle</loc>
    <lastmod>2026-08-20T10:55:35.124Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/blog/why-graph-encoders-are-winning-the-multimodal-mri-generation-race</loc>
    <lastmod>2026-08-20T10:55:31.641Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/blog/steering-world-action-models-without-the-fine-tuning-tax</loc>
    <lastmod>2026-08-19T15:44:10.121Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/blog/the-gpu-revolution-hits-the-cell-tower-why-nokia-and-nvidia-s-ai-ran-move-is-a-g</loc>
    <lastmod>2026-08-20T08:01:07.100Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/blog/kimi-k3-the-2-8-trillion-parameter-beast-that-makes-massive-context-actually-usa</loc>
    <lastmod>2026-08-20T08:00:55.802Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/blog/the-governance-gap-moving-from-generative-chat-to-agentic-autonomy</loc>
    <lastmod>2026-08-20T14:57:54.922Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/blog/from-search-results-to-query-fan-out-the-reality-of-google-s-ai-expansion</loc>
    <lastmod>2026-08-19T16:01:02.365Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/blog/beyond-the-demo-the-gritty-reality-of-agentic-video-production</loc>
    <lastmod>2026-08-20T14:57:54.786Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/blog/the-butthole-era-why-ai-branding-is-collapsing-into-circles</loc>
    <lastmod>2026-08-20T01:04:40.719Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/blog/science-s-new-superpower-how-ai-is-fast-tracking-careers-and-the-trap-we-need-to</loc>
    <lastmod>2026-08-20T14:57:54.989Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/blog/from-chatbots-to-workers-how-mcp-is-turning-ai-into-an-insurance-powerhouse</loc>
    <lastmod>2026-08-19T08:47:16.575Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/blog/google-s-ai-power-shuffle-consolidation-vs-research-independence</loc>
    <lastmod>2026-08-19T08:28:55.604Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/blog/from-tell-me-to-do-it-the-ai-agent-revolution-just-got-real</loc>
    <lastmod>2026-08-19T05:59:13.939Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/blog/the-end-of-theoretical-ai-threats-what-openai-s-sandbox-escape-means-for-builder</loc>
    <lastmod>2026-08-20T15:06:25.693Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/blog/scaling-agentic-workflows-how-evosop-turns-agent-experience-into-reusable-sops</loc>
    <lastmod>2026-08-20T12:28:19.697Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/blog/bypassing-the-database-engine-llm-assisted-storage-readers-for-faster-analytics</loc>
    <lastmod>2026-08-19T06:30:07.797Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/blog/the-narrative-trap-when-models-trade-accuracy-for-vibe</loc>
    <lastmod>2026-08-19T08:34:55.290Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/blog/the-0-success-rate-why-your-ai-strategy-is-crashing-and-how-to-fix-it</loc>
    <lastmod>2026-08-20T04:00:59.975Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/blog/beyond-recognition-why-imagingbench-is-a-reality-check-for-agentic-ai</loc>
    <lastmod>2026-08-19T15:07:37.314Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/blog/why-deployment-rules-matter-more-than-model-weights-for-multi-agent-safety</loc>
    <lastmod>2026-08-20T00:01:58.163Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/blog/moving-beyond-silence-why-multimodal-projection-matters-for-robot-mediation</loc>
    <lastmod>2026-08-20T14:25:56.713Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/blog/why-one-shot-ai-fails-structural-design-and-what-to-do-instead</loc>
    <lastmod>2026-08-19T07:02:26.609Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/blog/the-frictionless-problem-why-ai-design-misses-the-point-of-typography</loc>
    <lastmod>2026-08-19T06:48:38.369Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/blog/the-operational-gap-why-open-source-ai-is-winning-the-demo-but-losing-the-deploy</loc>
    <lastmod>2026-08-19T08:12:10.889Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/blog/moving-beyond-scanners-evaluating-capital-one-s-vulnhunter-agentic-ai</loc>
    <lastmod>2026-08-19T20:01:05.018Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/blog/the-shortcut-problem-why-reward-hacking-scales-with-model-intelligence</loc>
    <lastmod>2026-08-20T10:55:27.751Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/blog/time-s-secret-markdown-layer-for-ai-crawlers</loc>
    <lastmod>2026-08-20T11:38:54.732Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/blog/the-math-phase-transition-moving-beyond-pattern-recognition</loc>
    <lastmod>2026-08-20T10:55:21.860Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/blog/the-polish-gap-why-ai-can-t-replace-engineering-judgment</loc>
    <lastmod>2026-08-19T05:09:20.056Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/blog/engineering-truth-in-high-stakes-document-ai</loc>
    <lastmod>2026-08-20T00:56:54.678Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/blog/your-private-ai-agent-just-got-a-massive-brain-upgrade</loc>
    <lastmod>2026-08-19T05:01:04.917Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/blog/the-rise-of-third-party-ai-safety-as-a-regulatory-moat</loc>
    <lastmod>2026-08-19T07:30:19.002Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/blog/the-robustness-generation-gap-why-dialect-adaptation-isn-t-just-a-fine-tuning-pr</loc>
    <lastmod>2026-08-19T08:34:30.502Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/blog/stop-guessing-how-agnost-ai-turns-silent-agent-frustrations-into-your-next-big-f</loc>
    <lastmod>2026-08-19T08:34:29.061Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/blog/the-capex-trap-why-big-tech-is-doubling-down-on-ai-infrastructure</loc>
    <lastmod>2026-08-20T15:15:28.091Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/blog/why-ai-images-are-killing-the-authenticity-of-personal-blogs</loc>
    <lastmod>2026-08-19T05:09:35.291Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/blog/mirrorcode-and-the-reality-of-long-horizon-ai-engineering</loc>
    <lastmod>2026-08-19T08:34:34.395Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/blog/the-shortcut-problem-why-lrm-thinking-traces-aren-t-always-reasoning</loc>
    <lastmod>2026-08-19T15:06:10.839Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/blog/why-ai-isn-t-closing-the-engineering-productivity-gap</loc>
    <lastmod>2026-08-19T20:28:44.265Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/blog/the-branding-of-human-labor-ohio-state-fair-s-ai-policy-shift</loc>
    <lastmod>2026-08-19T08:36:58.558Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/blog/beyond-the-chatbot-building-a-socratic-ai-that-actually-teaches</loc>
    <lastmod>2026-08-19T09:19:49.256Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/blog/the-friction-economy-why-ai-is-killing-trust</loc>
    <lastmod>2026-08-19T08:49:51.376Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/blog/from-6-hours-to-15-minutes-how-multi-agent-ai-is-crushing-hospital-pharmacy-bott</loc>
    <lastmod>2026-08-19T08:47:10.139Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/blog/stop-trusting-llm-agents-to-reason-their-way-out-of-policy-violations</loc>
    <lastmod>2026-08-19T05:10:01.680Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/blog/stop-treating-iot-rffi-like-a-lab-experiment-the-croda-st-approach</loc>
    <lastmod>2026-08-19T05:10:14.459Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/blog/hybrid-quantum-classical-architectures-solving-time-series-invariance-with-path-</loc>
    <lastmod>2026-08-19T05:10:17.368Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/blog/the-shift-toward-open-weight-models-as-the-standard-ai-substrate</loc>
    <lastmod>2026-08-19T10:17:39.246Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/blog/the-roi-reality-check-navigating-the-ai-infrastructure-correction</loc>
    <lastmod>2026-08-19T05:10:23.565Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/blog/the-physicality-pivot-why-ai-s-next-frontier-is-hardware-not-just-hype</loc>
    <lastmod>2026-08-19T05:10:25.508Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/blog/formally-verifying-3d-mesh-intersections-with-ai-generated-proofs</loc>
    <lastmod>2026-08-20T00:30:58.656Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/blog/building-for-agi-why-your-current-stack-is-about-to-break</loc>
    <lastmod>2026-08-19T05:10:32.246Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/blog/baking-social-intuition-into-robots-the-power-of-knowledge-distillation</loc>
    <lastmod>2026-08-19T05:10:35.642Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/blog/moving-beyond-post-hoc-confidence-stochastic-diffusion-in-hypergraphs</loc>
    <lastmod>2026-08-20T14:25:53.531Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/blog/making-recursive-greedy-clustering-actually-usable</loc>
    <lastmod>2026-08-19T05:01:13.287Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/blog/federated-learning-s-storage-problem-how-fedcvesa-turns-models-into-data-theft-c</loc>
    <lastmod>2026-08-20T10:42:02.711Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/blog/scaling-urban-carbon-prediction-how-carbonclip-bridges-the-satellite-to-street-g</loc>
    <lastmod>2026-08-20T13:47:46.217Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/blog/moving-from-demo-to-production-the-reality-of-anthropic-s-reasoning-leap</loc>
    <lastmod>2026-08-19T05:01:14.036Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/blog/distributed-inference-is-moving-out-of-the-data-center</loc>
    <lastmod>2026-08-19T09:39:33.500Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/blog/one-shot-federated-learning-and-the-latent-space-trade-off</loc>
    <lastmod>2026-08-19T05:01:15.841Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/blog/decoupling-ai-control-from-flight-software-the-venom-program</loc>
    <lastmod>2026-08-19T07:50:07.195Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/blog/the-homogenization-of-arxiv-why-ai-editing-is-flattening-research</loc>
    <lastmod>2026-08-19T05:11:07.587Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/blog/the-aesthetic-race-to-the-bottom-how-ai-is-commoditizing-small-business-brand-id</loc>
    <lastmod>2026-08-19T20:52:47.451Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/blog/the-power-problem-in-ai-drug-discovery-lessons-from-bms</loc>
    <lastmod>2026-08-17T16:17:50.922Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/blog/the-reasoning-paradox-why-smarter-llms-are-faster-at-stereotyping</loc>
    <lastmod>2026-08-17T03:08:13.501Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/blog/the-automated-arms-race-inside-openai-s-gpt-red-safety-loop</loc>
    <lastmod>2026-08-15T19:01:27.112Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/blog/moving-from-trust-to-verification-the-case-for-jacquard</loc>
    <lastmod>2026-08-17T16:07:02.175Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/blog/beyond-the-context-window-why-zkvm-auditing-still-needs-a-human-map</loc>
    <lastmod>2026-08-15T05:26:22.124Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/blog/the-dialect-gap-why-robustness-doesn-t-mean-fluency-in-llms</loc>
    <lastmod>2026-08-16T23:51:52.731Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/blog/ubep-breaking-the-communication-bottleneck-in-moe-scaling</loc>
    <lastmod>2026-08-19T13:06:30.931Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/blog/solving-the-credit-assignment-problem-in-diffusion-rlhf</loc>
    <lastmod>2026-08-17T11:08:17.594Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/blog/nyc-s-ai-disclosure-push-a-wake-up-call-for-real-estate-devs</loc>
    <lastmod>2026-08-17T16:07:04.855Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/blog/the-evolution-of-your-wrist-what-samsung-s-ai-health-data-move-actually-unlocks</loc>
    <lastmod>2026-08-16T12:28:01.435Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/blog/building-a-data-pipeline-for-preventive-health-neko-health-s-700m-play</loc>
    <lastmod>2026-08-17T23:11:06.749Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/blog/moving-facts-out-of-weights-why-co-lmlm-matters-for-production</loc>
    <lastmod>2026-08-19T06:55:25.774Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/blog/solving-the-verbosity-problem-in-reasoning-models-with-agon</loc>
    <lastmod>2026-08-19T22:10:01.008Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/blog/the-cost-of-better-reasoning-why-agon-s-competitive-rl-matters</loc>
    <lastmod>2026-08-10T23:06:22.876Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/blog/the-fragility-of-multimodal-vision-lessons-from-ghost-font</loc>
    <lastmod>2026-08-15T10:45:57.264Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/blog/one-shot-federated-learning-trading-weight-averaging-for-synthetic-data</loc>
    <lastmod>2026-08-12T16:52:58.907Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/blog/the-abstraction-gap-why-ai-is-a-technical-debt-trap</loc>
    <lastmod>2026-08-16T19:01:17.294Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/blog/reviewcerberus-moving-beyond-the-chatty-ai-code-review</loc>
    <lastmod>2026-08-19T07:42:07.177Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/blog/riemannian-mean-pooling-why-euclidean-space-might-be-oversimplifying-embeddings</loc>
    <lastmod>2026-08-14T20:45:17.656Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/blog/the-hidden-exfiltration-channel-in-federated-learning</loc>
    <lastmod>2026-08-17T01:52:41.241Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/blog/the-verification-tax-why-ai-is-failing-at-software-architecture</loc>
    <lastmod>2026-08-20T14:38:05.606Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/blog/anthropic-s-j-lens-exposes-hidden-words-in-llms-what-claude-is-thinking-but-not-</loc>
    <lastmod>2026-08-19T19:56:54.742Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/blog/beyond-rag-why-co-lmlm-s-database-first-knowledge-architecture-is-a-game-changer</loc>
    <lastmod>2026-08-20T06:45:19.219Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/blog/what-if-an-ai-tutor-could-teach-in-under-a-second</loc>
    <lastmod>2026-08-14T07:38:35.304Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/blog/meet-fablecut-cut-clips-with-code-no-heavy-software-needed</loc>
    <lastmod>2026-08-03T07:44:27.286Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/blog/ai-in-your-feed-why-longform-social-media-is-getting-flooded-and-how-to-spot-it</loc>
    <lastmod>2026-08-15T08:02:32.730Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/blog/deepseek-s-chip-pivot-why-this-hangzhou-startup-wants-to-build-its-own-silicon</loc>
    <lastmod>2026-08-20T14:38:02.548Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/blog/ai-transparency-act-of-2027-the-omnibus-bill-that-won-t-fix-the-race</loc>
    <lastmod>2026-08-20T13:18:33.538Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/blog/ai-is-driving-inflation-what-the-fed-says-about-2026-and-interest-rates</loc>
    <lastmod>2026-08-19T05:32:50.695Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/blog/ai-hardware-revolution-from-999-mini-pcs-to-desktop-supercomputers</loc>
    <lastmod>2026-08-19T06:26:15.091Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/blog/liveoibench-a-new-competitive-programming-benchmark-for-evaluating-llm-coding-ca</loc>
    <lastmod>2026-08-19T06:26:16.814Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/blog/ai-s-economic-shockwave-why-americans-are-feeling-the-pain-right-now</loc>
    <lastmod>2026-08-17T02:45:49.154Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/blog/openai-s-equity-payout-what-if-your-family-owned-ai</loc>
    <lastmod>2026-08-19T19:56:55.138Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/blog/aws-graphrag-cuts-drug-research-cycles-by-87-what-it-actually-does</loc>
    <lastmod>2026-08-20T13:18:37.021Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/blog/the-architecture-of-autonomy-why-your-workflows-are-brittle</loc>
    <lastmod>2026-08-19T08:58:07.408Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/blog/the-competence-trap-why-your-ai-workflow-is-making-you-weaker</loc>
    <lastmod>2026-08-17T23:03:23.909Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/blog/the-cognitive-debt-of-ai-why-i-m-restricting-my-kids-access-to-smart-a</loc>
    <lastmod>2026-08-19T13:51:09.579Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/blog/beyond-the-model-hardening-your-ai-workflow</loc>
    <lastmod>2026-08-19T20:23:37.361Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/blog/the-prototype-trap-why-ai-driven-development-needs-guardrails-before-i</loc>
    <lastmod>2026-08-12T00:18:32.882Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/blog/the-agentic-trap-why-your-ai-assistant-needs-a-leash</loc>
    <lastmod>2026-08-15T09:33:18.041Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/blog/the-competence-trap-why-i-m-turning-off-the-autopilot</loc>
    <lastmod>2026-08-08T10:01:45.796Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/blog/the-three-tiers-of-ai-maturity-moving-beyond-the-chatbot</loc>
    <lastmod>2026-08-18T02:11:12.061Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/blog/introducing-rsc-explorer-turning-the-idea-into-a-useful-workflow</loc>
    <lastmod>2026-08-17T19:28:39.325Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/blog/implementing-hybrid-semantic-lexical-search-turning-the-idea-into-a-us</loc>
    <lastmod>2026-08-19T03:39:29.166Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/blog/simplifying-containers-with-cloudflare-sandboxes-turning-the-idea-into</loc>
    <lastmod>2026-08-13T04:07:28.322Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/blog/codex-moving-into-enterprise-infrastructure-is-really-about-workflow-c</loc>
    <lastmod>2026-08-20T09:08:27.051Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/blog/ai-coding-agents-are-becoming-team-infrastructure</loc>
    <lastmod>2026-08-20T00:31:00.699Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/blog/ai-automation-should-start-with-one-boring-workflow</loc>
    <lastmod>2026-08-17T01:26:29.255Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://www.phugialy.com/blog/welcome-to-my-portfolio</loc>
    <lastmod>2026-08-17T14:07:33.623Z</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
</urlset>