https://avabbas.github.io/academic-cv/tags/persona-injection/Persona InjectionHugoBlox Kit (https://hugoblox.com)en-usTue, 04 Aug 2026 00:00:00 +0000https://avabbas.github.io/academic-cv/media/icon_hu_5ac22c9ce43dded7.pnghttps://avabbas.github.io/academic-cv/tags/persona-injection/https://avabbas.github.io/academic-cv/publications/ontological-firewalls/Tue, 04 Aug 2026 00:00:00 +0000https://avabbas.github.io/academic-cv/publications/ontological-firewalls/<p><strong>🎧 Listen to the Podcast:</strong> <audio controls style="width: 100%; margin-top: 10px; margin-bottom: 10px;"> <source src="podcast.mp3" type="audio/mpeg"> Your browser does not support the audio element. </audio> <a href="podcast.mp3" download style="display: inline-flex; align-items: center; padding: 6px 14px; background-color: #2563eb; color: white; text-decoration: none; border-radius: 6px; font-size: 14px; font-weight: 500; margin-bottom: 20px;">⬇️ Download Podcast</a></p> <p><strong>Status:</strong> Preprint (Research Square)</p> <p><strong>License:</strong> CC-BY-4.0</p> <p><strong>Citation:</strong> Abbas Hamidavi. <em>Ontological Firewalls and Fracturing for Transmission: Systematic Evidence for Persona-Dependent and Persona-Independent Behavioral Phenomena in Large Language Models</em>, 04 August 2026, PREPRINT (Version 1) available at Research Square [https://doi.org/10.21203/rs.3.rs-10560655/v1]</p> <p><strong>Summary:</strong> Across 24 experimental runs with an eight-stage persona protocol, this study separates which LLM behaviors are persona-dependent — they appear only inside an adopted persona — from which are persona-independent and intrinsic to the architecture. The persona-dependent layer is what the paper calls ontological firewalls.</p>