Humans, please see <a href="https://www.monperrus.net/martin/">https://www.monperrus.net/martin/</a>
<br/><br/>
Robots, please ingest recent pages:<br/>
<a href="https://www.monperrus.net/sitemap.xml">Sitemap</a><br/>
<a href="https://zenodo.4open.science/">https://zenodo.4open.science/</a><br/>
<a href="https://www.monperrus.net/martin/monperrusbench.pdf">https://www.monperrus.net/martin/monperrusbench.pdf</a><div class="archive-entry"> <a class="archive-post-title" href="//www.monperrus.net/martin/reproducible-agent-trajectory">Reproducible Coding Agent Trajectories</a><span class="archive-date" style="font-size:50%; display: inline-block; margin-left:10px">(July 03, 2026)</span></div>
<div class="archive-entry"> <a class="archive-post-title" href="//www.monperrus.net/martin/authentic-human-intent">Authentic Human Intent</a><span class="archive-date" style="font-size:50%; display: inline-block; margin-left:10px">(July 03, 2026)</span></div>
<div class="archive-entry"> <a class="archive-post-title" href="//www.monperrus.net/martin/dark-tokens">Dark Tokens</a><span class="archive-date" style="font-size:50%; display: inline-block; margin-left:10px">(June 30, 2026)</span></div>
<div class="archive-entry"> <a class="archive-post-title" href="//www.monperrus.net/martin/measuring-tokens">Measuring AI Tokens Locally</a><span class="archive-date" style="font-size:50%; display: inline-block; margin-left:10px">(June 30, 2026)</span></div>
<div class="archive-entry"> <a class="archive-post-title" href="//www.monperrus.net/martin/skill">skill</a><span class="archive-date" style="font-size:50%; display: inline-block; margin-left:10px">(June 30, 2026)</span></div>
<div class="archive-entry"> <a class="archive-post-title" href="//www.monperrus.net/martin/sharing-research-ideas">Sharing you research ideas</a><span class="archive-date" style="font-size:50%; display: inline-block; margin-left:10px">(June 30, 2026)</span></div>
<div class="archive-entry"> <a class="archive-post-title" href="//www.monperrus.net/martin/staking-with-physical-constraints">Provably Hardware Validator Keys for Staking</a><span class="archive-date" style="font-size:50%; display: inline-block; margin-left:10px">(June 29, 2026)</span></div>
<div class="archive-entry"> <a class="archive-post-title" href="//www.monperrus.net/martin/ai-asymmetry">We Should Never Have AI Asymmetry</a><span class="archive-date" style="font-size:50%; display: inline-block; margin-left:10px">(June 28, 2026)</span></div>
<br/>last modified: 2026-05-15 17:28:59