add paper

Author: kadubon

llms-full.txt

@@ -1,6 +1,6 @@
 # K. Takahashi Academic and Scientific Research Hub (Full Context)
 
-> Canonical public research hub of K. Takahashi focused on auditable no-meta AI safety and alignment, shared epistemic commons, persistent semantics under ontology drift, self-organizing intelligence, and computational philosophy.
+> Canonical public research hub of K. Takahashi focused on auditable no-meta AI safety, persistent semantics under ontology drift, shared epistemic commons, semantic translation, reflexive classification, observer-modifying dynamics, and computer science.
 
 This repository-backed website is designed for both humans and automated systems.
 The primary machine-readable publication corpus is `works.html`, where each item includes title, type, date, DOI, abstract, and keywords, with parallel Schema.org JSON-LD metadata.
@@ -30,20 +30,24 @@ The primary machine-readable publication corpus is `works.html`, where each item
 - Fail-closed verification, deterministic replay, and audit-certificate workflows.
 - Governance laws for shared epistemic commons under no-meta constraints.
 - Stability criteria for recursive self-improvement under endogenous yardstick drift.
+- Semantic translation, accountable semantics, and symbolically checkable contract calculi.
+- Reflexive classification, cognitive drift, and deployment-aware evaluation loops.
+- Observer-modifying information, self-concealment, delayed audit, and diagnosability.
 - Proof-carrying and evidence-carrying autonomy for reusable AI/LLM operations under resource constraints.
 - Self-organizing intelligence and computational philosophy.
 - Capability-to-real-economy translation under physical and institutional bottlenecks.
 
 ## Corpus Snapshot (works.html / feed.xml)
 
-- Publication entries in Works list: 190.
-- Date span of listed works: 2025-07-25 to 2026-03-29.
-- Latest listed work (2026-03-29): [Classification-Induced Cognitive Drift](https://doi.org/10.5281/zenodo.19306514)
+- Publication entries in Works list: 191.
+- Date span of listed works: 2025-07-25 to 2026-03-31.
+- Latest listed work (2026-03-31): [Observer-Modifying Contagion on Networks](https://doi.org/10.5281/zenodo.19342966)
 - Earliest listed work (2025-07-25): [Computational Autopoiesis: A New Architecture for Autonomous AI](https://doi.org/10.5281/zenodo.16416998)
 - RSS feed item count: 185.
 
 ## Most Recent Works
 
+- 2026-03-31: [Observer-Modifying Contagion on Networks](https://doi.org/10.5281/zenodo.19342966)
 - 2026-03-29: [Classification-Induced Cognitive Drift](https://doi.org/10.5281/zenodo.19306514)
 - 2026-03-28: [Record Absence and Preference Reorganization on a Fixed Comparison Frame](https://doi.org/10.5281/zenodo.19272154)
 - 2026-03-26: [A Symbolically Effective Contract Calculus for Gluing-Coherent Semantic Translation](https://doi.org/10.5281/zenodo.19231780)
@@ -99,7 +103,7 @@ The primary machine-readable publication corpus is `works.html`, where each item
 
 - For citable outputs, prefer DOI targets from Works.
 - For complete local metadata in one page, prefer Works JSON-LD plus HTML list.
-- Use feed polling for change detection; do not infer completeness from social links.
+- Use feed polling for change detection, but prefer Works over RSS for complete corpus counts because the feed can lag behind the works index.
 - Treat `unframing.html` as philosophical context, not a normative technical specification.
 - Treat YAML/TXT artifacts below as supplemental structured context.
 

works.html

@@ -71,6 +71,26 @@
         "https://github.com/kadubon"
       ],
       "publication": [
+        {
+          "@type": "ScholarlyArticle",
+          "name": "Observer-Modifying Contagion on Networks",
+          "genre": "Preprint",
+          "url": "https://doi.org/10.5281/zenodo.19342966",
+          "datePublished": "2026-03-31",
+          "author": [
+            {
+              "@type": "Person",
+              "name": "K Takahashi"
+            }
+          ],
+          "isPartOf": {
+            "@type": "Periodical",
+            "name": "Zenodo"
+          },
+          "citation": "K Takahashi (2026-03-31). Observer-Modifying Contagion on Networks. Zenodo. https://doi.org/10.5281/zenodo.19342966",
+          "abstract": "This preprint develops a finite-horizon certificate framework for observer-modifying contagion on networks, where exposure can also change later diagnosability and auditability. It formalizes self-concealment, internal blindness, external recovery, delayed audit, and fail-closed containment claims under explicit comparison semantics.",
+          "keywords": "observer-modifying contagion, network contagion, self-concealment, diagnosability, internal blindness, external recovery, delayed audit, comparison of experiments, Blackwell ordering, finite-horizon certificates, compositional certificate framework, witness lineages, persistence on networks, mutation robustness, active-support counts, fail-closed semantics, accountable containment, AI safety, information propagation, semantic hazard"
+        },
         {
           "@type": "ScholarlyArticle",
           "name": "Classification-Induced Cognitive Drift",
@@ -3918,6 +3938,27 @@ <h1>
        Machine-readable endpoints: <a href="https://kadubon.github.io/github.io/feed.xml">RSS feed</a>, <a href="https://kadubon.github.io/github.io/CITATION.cff">CITATION.cff</a>, <a href="https://kadubon.github.io/github.io/robots.txt">robots.txt</a>, and <a href="https://kadubon.github.io/github.io/sitemap.xml">sitemap.xml</a>.
       </p>
       <ol class="publication-list">
+       <li>
+        <div class="publication-item">
+         <h3>
+          Observer-Modifying Contagion on Networks
+         </h3>
+         <p>
+          <span class="publication-meta">
+           Preprint | Published: 2026-03-31
+          </span>
+          <a href="https://doi.org/10.5281/zenodo.19342966" target="_blank">
+           DOI: 10.5281/zenodo.19342966
+          </a>
+         </p>
+         <p class="publication-abstract">
+          Abstract: This preprint develops a finite-horizon certificate framework for observer-modifying contagion on networks, where exposure can also change later diagnosability and auditability. It formalizes self-concealment, internal blindness, external recovery, delayed audit, and fail-closed containment claims under explicit comparison semantics.
+         </p>
+         <p class="publication-keywords">
+          Keywords: observer-modifying contagion, network contagion, self-concealment, diagnosability, internal blindness, external recovery, delayed audit, comparison of experiments, Blackwell ordering, finite-horizon certificates, compositional certificate framework, witness lineages, persistence on networks, mutation robustness, active-support counts, fail-closed semantics, accountable containment, AI safety, information propagation, semantic hazard
+         </p>
+        </div>
+       </li>
        <li>
         <div class="publication-item">
          <h3>