<?xml version="1.0" encoding="UTF-8"?>
<urlset xmlns="http://www.sitemaps.org/schemas/sitemap/0.9">
<url>
<loc>https://willlu.com</loc>
<lastmod>2026-06-08T21:46:55.199Z</lastmod>
<changefreq>weekly</changefreq>
<priority>1</priority>
</url>
<url>
<loc>https://willlu.com/essays/intelligence-as-managed-autonomy</loc>
<lastmod>2026-06-02T00:00:00.000Z</lastmod>
<changefreq>monthly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://willlu.com/essays/spreadsheet-agents-harness-gap</loc>
<lastmod>2026-05-28T00:00:00.000Z</lastmod>
<changefreq>monthly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://willlu.com/essays/skill-internalization-slm</loc>
<lastmod>2026-05-26T00:00:00.000Z</lastmod>
<changefreq>monthly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://willlu.com/essays/openai-deployment-company</loc>
<lastmod>2026-05-18T00:00:00.000Z</lastmod>
<changefreq>monthly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://willlu.com/essays/90-percent-no-ai-impact</loc>
<lastmod>2026-05-17T00:00:00.000Z</lastmod>
<changefreq>monthly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://willlu.com/essays/sap-autonomous-enterprise</loc>
<lastmod>2026-05-13T00:00:00.000Z</lastmod>
<changefreq>monthly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://willlu.com/essays/learning-beyond-gradients</loc>
<lastmod>2026-05-11T00:00:00.000Z</lastmod>
<changefreq>monthly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://willlu.com/essays/compute-optimal-tokenization</loc>
<lastmod>2026-05-06T00:00:00.000Z</lastmod>
<changefreq>monthly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://willlu.com/essays/agent-world-environment-scaling</loc>
<lastmod>2026-05-03T00:00:00.000Z</lastmod>
<changefreq>monthly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://willlu.com/essays/agents-rushed-to-production</loc>
<lastmod>2026-05-01T00:00:00.000Z</lastmod>
<changefreq>monthly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://willlu.com/essays/google-cloud-next-insider</loc>
<lastmod>2026-04-29T00:00:00.000Z</lastmod>
<changefreq>monthly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://willlu.com/essays/experience-compression-spectrum</loc>
<lastmod>2026-04-28T00:00:00.000Z</lastmod>
<changefreq>monthly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://willlu.com/essays/deepseek-v4-sparse-attention</loc>
<lastmod>2026-04-24T00:00:00.000Z</lastmod>
<changefreq>monthly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://willlu.com/essays/22-framework-comparison</loc>
<lastmod>2026-04-22T00:00:00.000Z</lastmod>
<changefreq>monthly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://willlu.com/essays/knowledge-compounding-tokens-as-capital</loc>
<lastmod>2026-04-15T00:00:00.000Z</lastmod>
<changefreq>monthly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://willlu.com/essays/four-levers-agent-optimization</loc>
<lastmod>2026-04-13T00:00:00.000Z</lastmod>
<changefreq>monthly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://willlu.com/essays/multi-agent-distillation</loc>
<lastmod>2026-04-06T00:00:00.000Z</lastmod>
<changefreq>monthly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://willlu.com/essays/agent-identity-crisis</loc>
<lastmod>2026-04-02T00:00:00.000Z</lastmod>
<changefreq>monthly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://willlu.com/essays/jensen-agi-arc-benchmark</loc>
<lastmod>2026-03-30T00:00:00.000Z</lastmod>
<changefreq>monthly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://willlu.com/essays/avo-agent-beats-nvidia</loc>
<lastmod>2026-03-27T00:00:00.000Z</lastmod>
<changefreq>monthly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://willlu.com/essays/you-are-the-director-now</loc>
<lastmod>2026-03-25T00:00:00.000Z</lastmod>
<changefreq>monthly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://willlu.com/essays/staff-ai-scientist-uniphore</loc>
<lastmod>2026-03-24T00:00:00.000Z</lastmod>
<changefreq>monthly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://willlu.com/essays/nvidia-gtc-openclaw-linux</loc>
<lastmod>2026-03-23T00:00:00.000Z</lastmod>
<changefreq>monthly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://willlu.com/essays/cursor-kimi-strategy-guide</loc>
<lastmod>2026-03-21T00:00:00.000Z</lastmod>
<changefreq>monthly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://willlu.com/essays/slm-flywheel-own-your-ai</loc>
<lastmod>2026-03-20T00:00:00.000Z</lastmod>
<changefreq>monthly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://willlu.com/essays/knuth-claude-cycles</loc>
<lastmod>2026-03-17T00:00:00.000Z</lastmod>
<changefreq>monthly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://willlu.com/essays/agent-definition-leverage</loc>
<lastmod>2026-03-15T00:00:00.000Z</lastmod>
<changefreq>monthly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://willlu.com/essays/mcp-vs-cli-wrong-debate</loc>
<lastmod>2026-03-15T00:00:00.000Z</lastmod>
<changefreq>monthly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://willlu.com/essays/ai-maturity-framework</loc>
<lastmod>2026-03-11T00:00:00.000Z</lastmod>
<changefreq>monthly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://willlu.com/essays/ai-agents-cost-economics</loc>
<lastmod>2026-03-06T00:00:00.000Z</lastmod>
<changefreq>monthly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://willlu.com/essays/vibe-coding-agent-builder</loc>
<lastmod>2026-03-05T00:00:00.000Z</lastmod>
<changefreq>monthly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://willlu.com/essays/leadership-lesson</loc>
<lastmod>2026-02-28T00:00:00.000Z</lastmod>
<changefreq>monthly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://willlu.com/essays/anthropic-victory</loc>
<lastmod>2026-02-25T00:00:00.000Z</lastmod>
<changefreq>monthly</changefreq>
<priority>0.8</priority>
</url>
</urlset>
