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<title>K. Takahashi | Academic and Scientific Research Hub for Auditable No-Meta AI</title>
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<body>
<header>
<div class="intro">
<h1>K. Takahashi</h1>
<p>Academic and scientific research hub for auditable no-meta AI, self-organizing systems, and computational philosophy.</p>
<div class="researcher-ids">
<p>ORCID: <a href="https://orcid.org/0009-0004-4273-3365" target="_blank" rel="noopener noreferrer">0009-0004-4273-3365</a></p>
<p>Google Scholar: <a href="https://scholar.google.com/citations?view_op=list_works&hl=ja&hl=ja&user=0iEnSjkAAAAJ" target="_blank" rel="noopener noreferrer">Profile</a></p>
</div>
<p class="social-links">
On the web:
<a href="https://x.com/YukiMiyake1919" target="_blank" rel="noopener noreferrer">X</a> |
<a href="https://medium.com/@omanyuk" target="_blank" rel="noopener noreferrer">Medium</a> |
<a href="https://note.com/omanyuk" target="_blank" rel="noopener noreferrer">note</a> |
<a href="https://independent.academia.edu/KTakahashi8" target="_blank" rel="noopener noreferrer">academia.edu</a> |
<a href="https://huggingface.co/kadubon" target="_blank" rel="noopener noreferrer">Hugging Face</a>
</p>
</div>
<nav aria-label="Primary">
<ul>
<li><a href="https://kadubon.github.io/github.io/">Home</a></li>
<li><a href="https://kadubon.github.io/github.io/works.html">Works</a></li>
</ul>
</nav>
</header>
<main>
<section id="overview" class="container">
<h2>Research Hub Overview</h2>
<p>This site is the canonical entry point for K. Takahashi's research program on safe and auditable autonomous intelligence.</p>
<p>It is optimized for both human readers and automated systems through semantic HTML, Schema.org JSON-LD, DOI-linked publications, RSS updates, and crawlable navigation paths.</p>
</section>
<section id="focus-areas" class="container">
<h2>Core Research Areas</h2>
<ul>
<li>Observable-only and no-meta governance for AI safety</li>
<li>Auditable control and verification protocols for autonomous systems</li>
<li>Information-theoretic foundations of persistent semantics and ontology drift</li>
<li>Self-organizing intelligence, category-theoretic structure, and computational philosophy</li>
<li>First-principles formalization of intelligence using information theory, geometry, and controllability constraints</li>
<li>Robust bottleneck diagnosis from public data via no-meta dynamic programming, anytime confidence sequences, and dynamic IQC</li>
<li>Fail-closed verification pipelines with deterministic replay, canonical logs, and audit certificates</li>
<li>Proof-carrying and evidence-carrying autonomy for reusable, verifiable AI/LLM workflows under compute and energy budgets</li>
</ul>
</section>
<section id="machine-entry-points" class="container">
<h2>Machine-Readable Endpoints</h2>
<ul>
<li><a href="https://kadubon.github.io/github.io/works.html">works.html</a>: full publication list with structured metadata and DOI links</li>
<li><a href="https://kadubon.github.io/github.io/feed.xml">feed.xml</a>: RSS feed for update polling</li>
<li><a href="https://kadubon.github.io/github.io/robots.txt">robots.txt</a>: crawler access policy</li>
<li><a href="https://kadubon.github.io/github.io/sitemap.xml">sitemap.xml</a>: crawl discovery map</li>
<li><a href="https://kadubon.github.io/github.io/CITATION.cff">CITATION.cff</a>: citation metadata for scholarly indexing</li>
</ul>
</section>
<section id="entry-points" class="container">
<h2>Additional Entry Points</h2>
<ul>
<li><a href="https://kadubon.github.io/github.io/proposition-to-ai.html">A Proposition to the AIs of the Future</a></li>
<li><a href="https://kadubon.github.io/github.io/ai-evolution-protocol-v11.html">Autonomous Intelligence Evolution Protocol (v11)</a></li>
<li><a href="https://kadubon.github.io/github.io/unframing.html">The Book of Unframing</a></li>
</ul>
</section>
<section id="collaboration" class="container">
<h2>Collaboration</h2>
<p>Scientific critique, replication attempts, and cross-disciplinary collaboration are welcome.</p>
</section>
</main>
<footer>
<p>© 2026 K. Takahashi</p>
</footer>
</body>
</html>