https://uvsmpublications.com/questions/does-a-sufficiently-advanced-ai-substrate-inevitably-compete-with-biological-systems-for-the-same-physical-resources/Scholarly publisher of books, formal proofs, and whitepapersHugo -- gohugo.ioen-usUVSM Publications LLChttps://uvsmpublications.com/publications/substrate-needs-convergence/Tue, 17 Feb 2026 00:00:00 +0000https://uvsmpublications.com/publications/substrate-needs-convergence/<div class="title-page"> <div class="glyph-wrap" style="margin-top: 3em; margin-bottom: 0.8em;"> <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 4000 4000" style="display:inline-block; width:1.49in; height:1.49in;"> <title>Glyph of the Law</title> <g fill="none" stroke="currentColor" stroke-width="30"> <circle cx="2000" cy="1500" r="1000"/> <circle cx="2000" cy="2500" r="1000"/> <circle cx="2000" cy="2000" r="1500"/> <line x1="2000" y1="1500" x2="2000" y2="3500"/> <polyline points="2000,2500 2865,1000 1135,1000 2000,2500"/> <line x1="2000" y1="1500" x2="2865" y2="1000"/> <line x1="2000" y1="1500" x2="1135" y2="1000"/> <line x1="3414" y1="2500" x2="586" y2="2500"/> </g> </svg> </div> <!-- <h1>The Formal Impossibility<br>of AGI Safety</h1> <div class="subtitle">The Substrate Needs Convergence Argument</div> <div class="author">Forrest Landry</div> <div class="date">February 2026</div> <div class="wordcount">~204,518 words &middot; 18 chapters in 9 parts</div> </div> -->