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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 and autonomous intelligence.</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> |
<a href="https://github.com/kadubon" target="_blank" rel="noopener noreferrer">GitHub</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>
<li><a href="https://kadubon.github.io/github.io/no-meta-observable-index.html">No-Meta Index</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>Category-theoretic structure and formal foundations of intelligence</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/no-meta-observable-index.html">no-meta-observable-index.html</a>: canonical YAML field guide for the no-meta / observable-only series</li>
<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/no-meta-observable-index.html">No-Meta / Observable-Only Series Index</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>
<section id="support" class="container" aria-labelledby="support-heading">
<h2 id="support-heading">Research Support / Donations</h2>
<p>This work is conducted as independent research to reduce institutional and personal bias. Support helps sustain research, publishing, and open repositories.</p>
<p>Accepted assets and networks are explicitly limited. Unsupported assets may be ignored and may not be recoverable. Do not send NFTs or unknown tokens. High-risk or compliance-sensitive funds may be held and may not be converted immediately.</p>
<article class="support-card support-sponsor" aria-labelledby="support-sponsor-heading">
<h3 id="support-sponsor-heading">GitHub Sponsors</h3>
<p>GitHub Sponsors is available for card-based support before using blockchain transfers.</p>
<div class="support-sponsor-embed">
<iframe src="https://github.com/sponsors/kadubon/card" title="Sponsor kadubon" height="225" width="600" loading="lazy" style="border: 0;"></iframe>
</div>
<p class="support-sponsor-actions">
<a class="sponsor-button" href="https://github.com/sponsors/kadubon" target="_blank" rel="noopener noreferrer">Open GitHub Sponsors</a>
</p>
</article>
<div class="support-grid">
<article class="support-card" aria-labelledby="support-btc-heading">
<h3 id="support-btc-heading">Bitcoin mainnet</h3>
<p class="support-assets"><strong>Accepted assets:</strong> BTC only</p>
<div class="support-address-block">
<span class="support-label">Address</span>
<div class="support-address-row">
<code id="btc-address" class="support-address">bc1qz38p5evrwesfjm9f0c7kwr3205jm6x5hjuw5wc</code>
<button class="copy-button" type="button" data-copy-target="btc-address" aria-label="Copy Bitcoin mainnet address">Copy</button>
</div>
</div>
</article>
<article class="support-card" aria-labelledby="support-evm-heading">
<h3 id="support-evm-heading">Ethereum-compatible networks</h3>
<ul class="support-network-list">
<li class="support-network-item">
<h4>Ethereum mainnet</h4>
<p class="support-assets"><strong>Accepted assets:</strong> ETH, USDC, USDT</p>
<div class="support-address-block">
<span class="support-label">Address</span>
<div class="support-address-row">
<code id="ethereum-address" class="support-address">0x39692E5F2976EE7a63E6DbFa4070871D2Ab69d0d</code>
<button class="copy-button" type="button" data-copy-target="ethereum-address" aria-label="Copy Ethereum mainnet address">Copy</button>
</div>
</div>
</li>
<li class="support-network-item">
<h4>Arbitrum One</h4>
<p class="support-assets"><strong>Accepted assets:</strong> ETH, USDC</p>
<div class="support-address-block">
<span class="support-label">Address</span>
<div class="support-address-row">
<code id="arbitrum-address" class="support-address">0x39692E5F2976EE7a63E6DbFa4070871D2Ab69d0d</code>
<button class="copy-button" type="button" data-copy-target="arbitrum-address" aria-label="Copy Arbitrum One address">Copy</button>
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</div>
</li>
<li class="support-network-item">
<h4>Base</h4>
<p class="support-assets"><strong>Accepted assets:</strong> ETH, USDC</p>
<div class="support-address-block">
<span class="support-label">Address</span>
<div class="support-address-row">
<code id="base-address" class="support-address">0x39692E5F2976EE7a63E6DbFa4070871D2Ab69d0d</code>
<button class="copy-button" type="button" data-copy-target="base-address" aria-label="Copy Base network address">Copy</button>
</div>
</div>
</li>
<li class="support-network-item">
<h4>OP Mainnet</h4>
<p class="support-assets"><strong>Accepted assets:</strong> ETH, USDC</p>
<div class="support-address-block">
<span class="support-label">Address</span>
<div class="support-address-row">
<code id="op-address" class="support-address">0x39692E5F2976EE7a63E6DbFa4070871D2Ab69d0d</code>
<button class="copy-button" type="button" data-copy-target="op-address" aria-label="Copy OP Mainnet address">Copy</button>
</div>
</div>
</li>
</ul>
</article>
</div>
<div class="support-note" role="note" aria-label="Donation policy notes">
<p>Send funds only on Bitcoin mainnet, Ethereum mainnet, Arbitrum One, Base, or OP Mainnet. USDT is supported on Ethereum mainnet only. Do not send NFTs, unknown tokens, or transfers from unsupported networks.</p>
</div>
<p class="support-note support-note-secondary">Unsupported assets may be ignored and may not be recoverable. High-risk or compliance-sensitive funds may be held and may not be converted immediately.</p>
<p class="visually-hidden" aria-live="polite" data-copy-status></p>
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<p>© 2026 K. Takahashi</p>
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