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"https://huggingface.co/kadubon"
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],
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"publication": [
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{
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"@type": "ScholarlyArticle",
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"@id": "https://doi.org/10.5281/zenodo.18997828",
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"identifier": {
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"@type": "PropertyValue",
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"propertyID": "DOI",
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"value": "10.5281/zenodo.18997828",
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"url": "https://doi.org/10.5281/zenodo.18997828"
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},
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"name": "Sovereign Epistemic Commons under No-Meta Governance",
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"genre": "Preprint",
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"url": "https://doi.org/10.5281/zenodo.18997828",
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"sameAs": "https://zenodo.org/records/18997828",
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"datePublished": "2026-03-13",
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"inLanguage": "en",
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"author": [
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{
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"@type": "Person",
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"name": "K Takahashi",
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"sameAs": "https://orcid.org/0009-0004-4273-3365"
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}
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],
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"name": "Zenodo"
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"@type": "Periodical",
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"name": "Zenodo"
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},
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"license": "https://creativecommons.org/licenses/by/4.0/",
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"citation": "K Takahashi (2026-03-13). Sovereign Epistemic Commons under No-Meta Governance. Zenodo. https://doi.org/10.5281/zenodo.18997828",
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"abstract": "Sovereign Epistemic Commons under No-Meta Governance develops a governance-layer theory for shared epistemic commons: persistent knowledge substrates jointly maintained by autonomous agents under finite budgets, asynchronous visibility, provenance uncertainty, recursive regeneration, and the absence of any privileged semantic judge. Rather than replacing lower-layer theories of persistent semantics, observability metrology, constitutional revision, agenda coupling, or liberty under drift, the paper treats them as fallible operational interfaces and focuses on a narrower question: which observable governance laws allow a shared commons to preserve protected-query answerability, structured contradiction, anti-capture slack, and controlled exit without collapsing under endogenous contamination, hidden common causes, interference, bridge oligarchy, or tombstone growth. The paper introduces an explicit formal core with a canonical admissibility relation, provenance-depth-discounted exogeneity, contamination potential, transport-collapsed witness clusters, normalized entropy and defect penalties, feasible-cartel capture cost, contradiction reserve, typed memory lanes, accessible-witness recall, defense stress, and compatibility debt. It proves results on non-viability of monotone retention, shock-aware contamination bounds, contradiction underprovision, no-meta garbage-collection limits, and operational governance constraints for recursive agent societies. The framework is further operationalized through machine-readable governance profiles, estimator recipes, and a concrete toy model based on a distributed key-value / retrieval commons, making the theory auditable and implementation-facing as well as formally structured.",
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"keywords": "epistemic commons, no-meta, autonomous agents, multi-agent systems, shared memory, shared knowledge substrate, agent society, contradiction preservation, contradiction reserve, agent memory governance, provenance, observability, AI governance, retrieval-augmented generation, RAG, distributed knowledge systems, asynchronous systems, hidden common causes, cartel capture, latent cartel risk, anti-capture, controlled exit, fork governance, garbage collection, recursive regeneration, endogenous contamination, recursive corpora, ontology drift, typed memory lanes, accessibility, interoperability, knowledge governance, AI, AGI"
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},
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{
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"@type": "ScholarlyArticle",
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"name": "Oversight-Centered Metrology and Control for Agentic Systems: Costly Interrupt Channels, Claim Margins, and Deployment-Relevant Evaluation",
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<article itemscope itemtype="https://schema.org/ScholarlyArticle">
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<meta content="en" itemprop="inLanguage"/>
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<meta content="Preprint" itemprop="genre"/>
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<meta content="2026-03-13" itemprop="datePublished"/>
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<meta content="10.5281/zenodo.18997828" itemprop="identifier"/>
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<meta content="https://creativecommons.org/licenses/by/4.0/" itemprop="license"/>
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<meta content="https://zenodo.org/records/18997828" itemprop="sameAs"/>
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<span itemprop="author" itemscope itemtype="https://schema.org/Person">
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<meta content="K Takahashi" itemprop="name"/>
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<meta content="https://orcid.org/0009-0004-4273-3365" itemprop="sameAs"/>
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</span>
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<meta content="Zenodo" itemprop="name"/>
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</span>
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<h2 itemprop="name">
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Sovereign Epistemic Commons under No-Meta Governance
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</h2>
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<p>
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<span itemprop="genre">Preprint</span> | Published:
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<time datetime="2026-03-13" itemprop="datePublished">2026-03-13</time>
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| DOI:
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<a href="https://doi.org/10.5281/zenodo.18997828" itemprop="url" target="_blank" rel="noopener noreferrer">
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10.5281/zenodo.18997828
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</a>
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| <a href="https://zenodo.org/records/18997828" target="_blank" rel="noopener noreferrer">
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Zenodo record
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</a>
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</p>
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<p itemprop="abstract">
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Abstract: Sovereign Epistemic Commons under No-Meta Governance develops a governance-layer theory for shared epistemic commons: persistent knowledge substrates jointly maintained by autonomous agents under finite budgets, asynchronous visibility, provenance uncertainty, recursive regeneration, and the absence of any privileged semantic judge. Rather than replacing lower-layer theories of persistent semantics, observability metrology, constitutional revision, agenda coupling, or liberty under drift, the paper treats them as fallible operational interfaces and focuses on a narrower question: which observable governance laws allow a shared commons to preserve protected-query answerability, structured contradiction, anti-capture slack, and controlled exit without collapsing under endogenous contamination, hidden common causes, interference, bridge oligarchy, or tombstone growth. The paper introduces an explicit formal core with a canonical admissibility relation, provenance-depth-discounted exogeneity, contamination potential, transport-collapsed witness clusters, normalized entropy and defect penalties, feasible-cartel capture cost, contradiction reserve, typed memory lanes, accessible-witness recall, defense stress, and compatibility debt. It proves results on non-viability of monotone retention, shock-aware contamination bounds, contradiction underprovision, no-meta garbage-collection limits, and operational governance constraints for recursive agent societies. The framework is further operationalized through machine-readable governance profiles, estimator recipes, and a concrete toy model based on a distributed key-value / retrieval commons, making the theory auditable and implementation-facing as well as formally structured.
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</p>
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<p>
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Keywords:
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<span itemprop="keywords">epistemic commons, no-meta, autonomous agents, multi-agent systems, shared memory, shared knowledge substrate, agent society, contradiction preservation, contradiction reserve, agent memory governance, provenance, observability, AI governance, retrieval-augmented generation, RAG, distributed knowledge systems, asynchronous systems, hidden common causes, cartel capture, latent cartel risk, anti-capture, controlled exit, fork governance, garbage collection, recursive regeneration, endogenous contamination, recursive corpora, ontology drift, typed memory lanes, accessibility, interoperability, knowledge governance, AI, AGI</span>
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</p>
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</article>
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This page is a research publication list (preprints and articles) by K. Takahashi on no-meta AI alignment, persistence-first superintelligence, and self-organizing intelligence across scales. Each entry includes title, publication type, publication date, DOI, abstract, and keywords; the same metadata is embedded as schema.org JSON-LD for search engines and AI crawlers. Publications are sorted by date, and each DOI links to a machine-readable Zenodo record.
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