https://www.takatohorii.jp/en/tags/behavior-change/Behavior ChangeHugoBlox Kit (https://hugoblox.com)en-usWed, 01 Oct 2025 00:00:00 +0000https://www.takatohorii.jp/media/icon_hu_da05098ef60dc2e7.pnghttps://www.takatohorii.jp/en/tags/behavior-change/https://www.takatohorii.jp/en/projects/human-ai-symbiosis/Wed, 01 Oct 2025 00:00:00 +0000https://www.takatohorii.jp/en/projects/human-ai-symbiosis/<p>This project builds an AI system foundation that enables active social co-creation by having humans live in symbiosis with &ldquo;Self Mirroring Twins&rdquo; — agents that learn and imitate the user&rsquo;s behavior, preferences, and values — thereby deepening self-understanding and prompting behavior change.</p> <p>Drawing on cognitive developmental robotics and active inference, we model long-term interactions between Self Mirroring Twins and humans, the dynamics by which both parties update their beliefs and predictions, and the computational understanding of how the boundary between the self and the Twin is formed. We aim to demonstrate, on real-world robots and dialogue systems, the effects on behavior change brought about through interaction with the Twin.</p> <section class="not-prose my-10"> <div class="flex items-center gap-3 mb-6"> <div class="flex-shrink-0 w-10 h-10 bg-primary-100 dark:bg-primary-900/50 rounded-full flex items-center justify-center"> <svg class='w-5 h-5 text-primary-600 dark:text-primary-400' xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path fill="none" stroke="currentColor" stroke-linecap="round" stroke-linejoin="round" stroke-width="1.5" d="m9 7.5l3 4.5m0 0l3-4.5M12 12v5.25M15 12H9m6 3H9m12-3a9 9 0 1 1-18 0a9 9 0 0 1 18 0"/></svg> </div> <h3 class="text-xl sm:text-2xl font-bold text-gray-900 dark:text-white tracking-tight m-0">関連する研究費</h3> </div> <div class="grid grid-cols-1 gap-4"> <div class="group flex gap-4 bg-gradient-to-br from-white/90 to-primary-50/30 dark:from-gray-800/90 dark:to-primary-900/20 rounded-xl p-5 shadow-md hover:shadow-xl transition-all duration-300 border border-transparent hover:border-primary-200 dark:hover:border-primary-800 backdrop-blur-md"> <div class="flex-shrink-0 w-12 h-12 bg-white dark:bg-gray-800 ring-1 ring-gray-200 dark:ring-gray-700 rounded-full flex items-center justify-center shadow-sm"> <svg class='w-6 h-6 text-primary-600 dark:text-primary-400' xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path fill="none" stroke="currentColor" stroke-linecap="round" stroke-linejoin="round" stroke-width="1.5" d="M12 18v-5.25m0 0a6 6 0 0 0 1.5-.189m-1.5.189a6 6 0 0 1-1.5-.189m3.75 7.478a12.1 12.1 0 0 1-4.5 0m3.75 2.383a14.4 14.4 0 0 1-3 0M14.25 18v-.192c0-.983.658-1.823 1.508-2.316a7.5 7.5 0 1 0-7.517 0c.85.493 1.509 1.333 1.509 2.316V18"/></svg> </div> <div class="flex-1 min-w-0"> <p class="text-base sm:text-lg font-bold text-gray-900 dark:text-white leading-snug m-0"> Active Social Co-Creation through Behavior Change in Symbiosis with Self Mirroring Twins </p> <div class="flex flex-wrap items-center gap-2 mt-2"> <span class="inline-flex items-center text-xs font-semibold px-2.5 py-1 rounded-full bg-primary-100 text-primary-800 dark:bg-primary-900/40 dark:text-primary-200">JST CREST</span> <span class="inline-flex items-center text-xs font-semibold px-2.5 py-1 rounded-full bg-gray-100 text-gray-700 dark:bg-gray-700 dark:text-gray-200">Co-Investigator</span> <span class="inline-flex items-center text-xs font-mono px-2 py-0.5 rounded bg-gray-100 text-gray-700 dark:bg-gray-700 dark:text-gray-200">JPMJCR2561</span> </div> <div class="flex flex-wrap gap-x-4 gap-y-1 text-sm text-gray-700 dark:text-gray-300 mt-2"> <span class="inline-flex items-center gap-1"> <svg class='w-4 h-4 opacity-70' xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path fill="none" stroke="currentColor" stroke-linecap="round" stroke-linejoin="round" stroke-width="1.5" d="M6.75 3v2.25M17.25 3v2.25M3 18.75V7.5a2.25 2.25 0 0 1 2.25-2.25h13.5A2.25 2.25 0 0 1 21 7.5v11.25m-18 0A2.25 2.25 0 0 0 5.25 21h13.5A2.25 2.25 0 0 0 21 18.75m-18 0v-7.5A2.25 2.25 0 0 1 5.25 9h13.5A2.25 2.25 0 0 1 21 11.25v7.5"/></svg> 2025.10 – 2031.03 </span> <span class="inline-flex items-center gap-1"> <svg class='w-4 h-4 opacity-70' xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path fill="none" stroke="currentColor" stroke-linecap="round" stroke-linejoin="round" stroke-width="1.5" d="M12 21v-8.25M15.75 21v-8.25M8.25 21v-8.25M3 9l9-6l9 6m-1.5 12V10.333A48.4 48.4 0 0 0 12 9.75c-2.551 0-5.056.2-7.5.582V21M3 21h18M12 6.75h.008v.008H12z"/></svg> Japan Science and Technology Agency (JST) </span> </div> <div class="mt-2 text-sm text-gray-600 dark:text-gray-400 prose prose-sm dark:prose-invert max-w-none">Strategic objective &ldquo;Creation of interdisciplinary system foundations realizing a society of symbiosis and collaboration between humans and AI.&rdquo;</div> </div> </div> </div> </section>