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Copy file name to clipboardExpand all lines: README.md
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This repository hosts the GitHub Pages research hub for K. Takahashi, with static, machine-readable entry points for original work in AI safety, cognitive security, no-meta governance, and auditable autonomous intelligence.
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It is designed for human readers, search engines, AI crawlers, and LLM summarizers to discover concept pages, DOI-linked papers, and structured research metadata without requiring dynamic rendering.
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The site emphasizes semantic HTML, DOI-based scholarly destinations, crawler-friendly navigation, and scientific explanatory pages for topics including self-concealing information, observer-modifying dynamics, and observable-only governance.
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It also includes cluster landing pages for auditability and replay, long-running agents and multi-agent reasoning, provenance-oriented semantic infrastructure, earlier self-improving intelligence foundations, theory translation and comparative mathematics, and propagation or front-dynamics persistence models.
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It also includes a site-wide research map above the cluster pages, plus cluster landing pages for auditability and replay, long-running agents and multi-agent reasoning, provenance-oriented semantic infrastructure, earlier self-improving intelligence foundations, theory translation and comparative mathematics, and propagation or front-dynamics persistence models.
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## Canonical URLs
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- Home: https://kadubon.github.io/github.io/
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- Research Map: https://kadubon.github.io/github.io/research-map.html
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- Self-Concealing Information / Observer-Modifying Dynamics: https://kadubon.github.io/github.io/self-concealing-information-observer-modifying-dynamics.html
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- Auditability / Replay / Fail-Closed AI Systems: https://kadubon.github.io/github.io/auditability-replay-fail-closed-ai.html
<p>This site is the canonical entry point for K. Takahashi's research program on safe and auditable autonomous intelligence.</p>
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<p><ahref="https://kadubon.github.io/github.io/research-map.html">research-map.html</a> is the site-wide synthesis layer for readers or parsers who need the dependency structure across the major clusters before moving into the local field-guide pages.</p>
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<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>
<li><ahref="https://kadubon.github.io/github.io/research-map.html">research-map.html</a>: site-wide synthesis page with stable anchors, visible structure, and cross-cluster dependency map</li>
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<li><ahref="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>
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<li><ahref="https://kadubon.github.io/github.io/works.html">works.html</a>: full publication list with structured metadata and DOI links</li>
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<li><ahref="https://kadubon.github.io/github.io/feed.xml">feed.xml</a>: RSS feed for update polling</li>
<li><ahref="https://kadubon.github.io/github.io/no-meta-observable-index.html">No-Meta / Observable-Only Series Index</a></li>
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<li><ahref="https://kadubon.github.io/github.io/self-concealing-information-observer-modifying-dynamics.html">Self-Concealing Information / Observer-Modifying Dynamics</a></li>
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<li><ahref="https://kadubon.github.io/github.io/auditability-replay-fail-closed-ai.html">Auditability / Replay / Fail-Closed AI Systems</a></li>
Copy file name to clipboardExpand all lines: llms-full.txt
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## Preferred Retrieval Order for AI Agents
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1. [No-Meta / Observable-Only Series Index](https://kadubon.github.io/github.io/no-meta-observable-index.html): canonical YAML field guide for the no-meta / observable-only series, including paper roles and experiment-repository mappings.
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2. Thematic landing pages:
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1. [Research Map](https://kadubon.github.io/github.io/research-map.html): site-wide synthesis page with the stack-level dependency map and canonical entry points.
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2. [No-Meta / Observable-Only Series Index](https://kadubon.github.io/github.io/no-meta-observable-index.html): canonical YAML field guide for the no-meta / observable-only series, including paper roles and experiment-repository mappings.
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3. Thematic landing pages:
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- [Self-Concealing Information / Observer-Modifying Dynamics](https://kadubon.github.io/github.io/self-concealing-information-observer-modifying-dynamics.html)
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- [Auditability / Replay / Fail-Closed AI Systems](https://kadubon.github.io/github.io/auditability-replay-fail-closed-ai.html)
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## Machine-Readable and Citation Endpoints
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- [Research Map](https://kadubon.github.io/github.io/research-map.html): site-wide synthesis page with stable anchors and cross-cluster dependency structure.
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- [Self-Concealing Cluster Page](https://kadubon.github.io/github.io/self-concealing-information-observer-modifying-dynamics.html): visible YAML and cluster navigation for observer-modifying and delayed-audit topics.
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- [Auditability Cluster Page](https://kadubon.github.io/github.io/auditability-replay-fail-closed-ai.html): visible YAML and cluster navigation for auditability, replay, and fail-closed AI systems.
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- [Long-Running Agents Cluster Page](https://kadubon.github.io/github.io/long-running-agents-memory-multi-agent-reasoning.html): visible YAML and cluster navigation for long-running agents, finite context, and multi-agent reasoning.
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## Machine-Readable Endpoints
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- [Research Map](https://kadubon.github.io/github.io/research-map.html): site-wide synthesis page with stable anchors and cross-cluster dependency structure.
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- [Self-Concealing Cluster Page](https://kadubon.github.io/github.io/self-concealing-information-observer-modifying-dynamics.html): visible YAML and cluster navigation for observer-modifying and delayed-audit topics.
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- [Auditability Cluster Page](https://kadubon.github.io/github.io/auditability-replay-fail-closed-ai.html): visible YAML and cluster navigation for auditability, replay, and fail-closed AI systems.
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- [Long-Running Agents Cluster Page](https://kadubon.github.io/github.io/long-running-agents-memory-multi-agent-reasoning.html): visible YAML and cluster navigation for finite-context agents and multi-agent reasoning.
<pclass="index-note">This page is the canonical field guide for the no-meta / observable-only research series on this site.</p>
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<pclass="index-note">It indexes the core papers, terms, read paths, and adjacent machine-readable artifacts used for navigation.</p>
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<pclass="index-note">For the full site-wide dependency map across the other clusters, use <ahref="https://kadubon.github.io/github.io/research-map.html">research-map.html</a>.</p>
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<pclass="index-note">Use the YAML below as the primary source for parsing this series and locating the underlying papers.</p>
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<!-- Visible YAML below is the canonical navigation index for human readers and AI agents. -->
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<preid="canonical-series-yaml" class="yaml-index" data-format="yaml" data-machine-readable="primary" data-series-id="no-meta-observable-only-series" data-last-updated="2026-04-16" aria-label="Canonical YAML index for the no-meta observable-only series">series:
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