{
  "abstract": "### Description\n\nThis manuscript serves as an official scientific **Addendum** and follow-up study to the previously published framework: *“Epistemological Resilience in Multi-Agentic AI Swarms: Architectural Blueprint for Adversarial Cognitive Pentesting And Strategic Corporate Risk Mitigation”* (Primary DOI: 10.5281/zenodo.23458304).\n\nThis paper documents a sequential, real-time in-context validation (Live Stress-Testing) conducted on a public high-reasoning Large Language Model (LLM) interface under an unauthenticated/anonymous state. Deploying the ERA Model's adversarial framework, the investigator captured concrete empirical evidence of structural algorithmic anomalies, specifically sequential **Context Drift** and **Sycophancy Bias** loops under strict logical interrogation. The findings strongly validate the core hypothesis of the ERA framework, reinforcing the necessity of moving high-reasoning cognitive workflows into independent local hardware topologies (specifically 32 GB physical RAM configurations).\n\n**Related Identifiers Configuration:**\n\n- Relationship: *isSupplementTo* -> DOI: 10.5281/zenodo.23458304 & *isSupplementedBy* -> DOI: 10.5281/zenodo.23547029\n\n- License: Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International (CC BY-NC-ND 4.0)",
  "abstract_shown": true,
  "affiliations": [
    "Independent Researcher"
  ],
  "article_type": null,
  "arxiv": null,
  "author_total": 1,
  "authors": [
    {
      "affs": [
        0
      ],
      "name": "Arief Hidayatullah"
    }
  ],
  "bibtex": "https://research.draconitic.com/paper/ece97gngf8vt3.bib",
  "cited_by": 0,
  "doi": "10.5281/zenodo.23546347",
  "fulltext_url": null,
  "id": "ece97gngf8vt3",
  "issns": [],
  "landing_url": "https://zenodo.org/records/23546347",
  "language": "ind",
  "licence": "CC-BY-NC-ND-4.0",
  "licence_label": "CC BY-NC-ND 4.0",
  "licence_source": "article",
  "licence_url": "https://creativecommons.org/licenses/by-nc-nd/4.0/",
  "metadata_licence": null,
  "native_subjects": [],
  "openalex": null,
  "pdf_url": "https://zenodo.org/api/records/23546347/files/Addendum_Riset_Final_Arief_Hidayatullah.pdf/content",
  "pmcid": null,
  "pmid": null,
  "published": "2026-10-21",
  "publisher": null,
  "ris": "https://research.draconitic.com/paper/ece97gngf8vt3.ris",
  "sources": [
    {
      "first_seen": "2026-11-04T12:20:54Z",
      "native_id": "23546347",
      "source": "zenodo",
      "url": "https://zenodo.org/records/23546347"
    }
  ],
  "subjects": [],
  "title": "Live In-Context Validation of LLM Vulnerabilities: An Addendum to Epistemological Resilience in Multi-Agentic AI Swarms",
  "title_text": "Live In-Context Validation of LLM Vulnerabilities: An Addendum to Epistemological Resilience in Multi-Agentic AI Swarms",
  "type": "preprint",
  "updated_at": "2026-11-04T12:20:54Z",
  "url": "https://research.draconitic.com/paper/ece97gngf8vt3",
  "venue": "Zenodo",
  "versions": []
}