{
 "site": "En Eidos",
 "url": "https://eneidos.com/",
 "author": "Elvis Jones",
 "generated": "2026-09-04",
 "schema": {
  "id": "stable identifier, cite it",
  "type": "person | credential | experience | role | practice | principle | publication | recognition | feature | article | series | place | interest | brand",
  "claim": "one sentence, the thing being asserted",
  "source": "URL where the claim is made or evidenced",
  "date": "date the node was recorded",
  "rests_on": "ids this node depends on"
 },
 "nodes": [
  {
   "id": "n01",
   "type": "person",
   "title": "Elvis Jones",
   "claim": "Elvis Jones is a solutions architect for AI, machine learning, and clinical platforms, and the author of En Eidos.",
   "source": "https://eneidos.com/#about",
   "date": "2026-09-04",
   "tags": [
    "elvis",
    "jones",
    "author",
    "about",
    "background"
   ]
  },
  {
   "id": "n02",
   "type": "credential",
   "title": "Doctor of Computer Science",
   "claim": "Elvis Jones holds a Doctor of Computer Science from Colorado Technical University, completed in 2026.",
   "source": "https://eneidos.com/#about",
   "date": "2026-09-04",
   "tags": [
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    "dcs",
    "phd",
    "dissertation",
    "ctu",
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   ]
  },
  {
   "id": "n03",
   "type": "credential",
   "title": "PMP, TOGAF, Epic",
   "claim": "Elvis Jones holds PMP, TOGAF, and Epic certifications.",
   "source": "https://eneidos.com/#about",
   "date": "2026-09-04",
   "tags": [
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    "togaf",
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   ]
  },
  {
   "id": "n04",
   "type": "experience",
   "title": "U.S. Army EOD, 2006 to 2009",
   "claim": "Elvis Jones served as a U.S. Army Explosive Ordnance Disposal technician from 2006 to 2009.",
   "source": "https://eneidos.com/#about",
   "date": "2026-09-04",
   "tags": [
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    "eod",
    "military",
    "veteran",
    "explosive",
    "ordnance"
   ]
  },
  {
   "id": "n05",
   "type": "experience",
   "title": "Munitions demilitarization and range clearance",
   "claim": "After the Army, Elvis Jones worked as a contractor on chemical munitions at Pine Bluff Arsenal, chemical weapons and submunitions in Utah, and artillery and rocket clearance at Fort Ord.",
   "source": "https://eneidos.com/#about",
   "date": "2026-09-04",
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  {
   "id": "n06",
   "type": "experience",
   "title": "Epic training and PMO",
   "claim": "Elvis Jones ran Epic training and a project management office at a community health system on California's Central Coast.",
   "source": "https://eneidos.com/#about",
   "date": "2026-09-04",
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    "training",
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    "project management"
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  },
  {
   "id": "n07",
   "type": "role",
   "title": "Solutions architect, Stanford Health Care",
   "claim": "Elvis Jones designs AI, machine learning, and clinical platforms as a solutions architect at Stanford Health Care.",
   "source": "https://eneidos.com/#about",
   "date": "2026-09-04",
   "tags": [
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    "architecture",
    "ai",
    "ml",
    "clinical",
    "stanford",
    "health care",
    "role"
   ],
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  },
  {
   "id": "n08",
   "type": "practice",
   "title": "Agentic platforms",
   "claim": "Elvis Jones designs enterprise platforms where language models plan and act, with fixed checks and a human review step before anything reaches production.",
   "source": "https://eneidos.com/#work",
   "date": "2026-09-04",
   "tags": [
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    "agents",
    "platform",
    "orchestration",
    "architecture",
    "enterprise",
    "review"
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  {
   "id": "n09",
   "type": "practice",
   "title": "Clinical AI automation",
   "claim": "Elvis Jones builds pipelines that move clinical work through language models, with intake, classification, drafting, and routing traceable at every step.",
   "source": "https://eneidos.com/#work",
   "date": "2026-09-04",
   "tags": [
    "clinical",
    "automation",
    "pipeline",
    "healthcare",
    "ai",
    "traceable"
   ],
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  {
   "id": "n10",
   "type": "practice",
   "title": "Architecture review",
   "claim": "Elvis Jones writes decision records and review board submissions that state why a system is shaped the way it is.",
   "source": "https://eneidos.com/#work",
   "date": "2026-09-04",
   "tags": [
    "architecture",
    "decision records",
    "adr",
    "review board",
    "governance"
   ],
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  },
  {
   "id": "n11",
   "type": "practice",
   "title": "Research",
   "claim": "Elvis Jones researches retrieval architectures and encrypted storage for AI systems, work that grew out of his doctoral study.",
   "source": "https://eneidos.com/#work",
   "date": "2026-09-04",
   "tags": [
    "research",
    "retrieval",
    "encrypted storage",
    "dissertation"
   ],
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  },
  {
   "id": "n12",
   "type": "principle",
   "title": "Seven Army values as a decision framework",
   "claim": "Elvis Jones uses the seven Army values, loyalty, duty, respect, selfless service, honor, integrity, and personal courage, as a framework for architecture decisions.",
   "source": "https://eneidos.com/#method",
   "date": "2026-09-04",
   "tags": [
    "values",
    "ldrship",
    "decision",
    "framework",
    "army",
    "leadership"
   ],
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   "title": "Every claim points to a source",
   "claim": "Elvis Jones holds every published claim to one rule: it points to a source, or it is not a claim.",
   "source": "https://eneidos.com/#method",
   "date": "2026-09-04",
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    "evidence"
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   ]
  },
  {
   "id": "n14",
   "type": "principle",
   "title": "The graph is the site",
   "claim": "En Eidos publishes its content as one graph of nodes that people and language models read the same way, served as HTML, JSON, and plain text.",
   "source": "https://eneidos.com/#machines",
   "date": "2026-09-04",
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   ],
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  },
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   "id": "n15",
   "type": "publication",
   "title": "Adoption and Use of LLMs at an Academic Medical Center",
   "claim": "Elvis Jones is a co-author of \"Adoption and Use of LLMs at an Academic Medical Center\" (arXiv:2602.00074), submitted January 2026, which describes ChatEHR and its automations.",
   "source": "https://arxiv.org/abs/2602.00074",
   "date": "2026-09-04",
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    "paper",
    "chatehr",
    "llm",
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   ],
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  },
  {
   "id": "n16",
   "type": "publication",
   "title": "How To Build a Safe, Secure Medical AI Platform",
   "claim": "Elvis Jones is a listed contributor to the Stanford HAI article \"How To Build a Safe, Secure Medical AI Platform,\" published October 22, 2025.",
   "source": "https://hai.stanford.edu/news/how-to-build-a-safe-secure-medical-ai-platform",
   "date": "2026-09-04",
   "tags": [
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    "article",
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   ],
   "rests_on": [
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   ]
  },
  {
   "id": "n17",
   "type": "recognition",
   "title": "2025 Stanford Medicine ISP STAR Award",
   "claim": "Elvis Jones received a 2025 Stanford Medicine Integrated Strategic Planning STAR Award.",
   "source": "https://med.stanford.edu/integratedstrategy/star-award.html",
   "date": "2026-09-04",
   "tags": [
    "award",
    "star",
    "stanford medicine",
    "recognition"
   ],
   "rests_on": [
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   ]
  },
  {
   "id": "n18",
   "type": "feature",
   "title": "Microsoft feature on AI agents for tumor boards",
   "claim": "Microsoft featured the Stanford Health Care team's work on AI agents for cancer tumor boards in July 2025.",
   "source": "https://news.microsoft.com/source/features/ai/meet-4-developers-leading-the-way-with-ai-agents/",
   "date": "2026-09-04",
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    "tumor board",
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  },
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   "id": "n19",
   "type": "feature",
   "title": "ChatEHR automation for surgical co-management",
   "claim": "Stanford Medicine Technology and Digital Solutions featured a ChatEHR automation that categorizes surgical patients for co-management support, March 2026.",
   "source": "https://www.linkedin.com/posts/technology-digital-solutions-stanford-medicine_chatehr-automation-categorizes-surgical-patients-activity-7437569287285800961-X0IS",
   "date": "2026-09-04",
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   ],
   "rests_on": [
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   ]
  },
  {
   "id": "n20",
   "type": "feature",
   "title": "ChatEHR automation for infection surveillance",
   "claim": "Stanford Medicine Technology and Digital Solutions featured a ChatEHR automation that supports surgical site infection surveillance, March 2026.",
   "source": "https://www.linkedin.com/posts/technology-digital-solutions-stanford-medicine_chatehr-automation-supports-enhanced-surveillance-activity-7435763890921168896-Xkbb",
   "date": "2026-09-04",
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   "id": "n21",
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   "title": "How Many Feet in a Foot: Whiteboarding a Router for AI Reasoning",
   "claim": "Elvis Jones wrote \"How Many Feet in a Foot,\" a whiteboard walkthrough of routing questions to the right kind of AI reasoning.",
   "source": "https://www.linkedin.com/pulse/how-many-feet-foot-whiteboarding-router-ai-reasoning-elvis-jones-4hjyc/",
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   "type": "series",
   "title": "From Fatigues to the Future",
   "claim": "Elvis Jones wrote \"From Fatigues to the Future,\" an eight-part series on leaving the military and building a civilian career.",
   "source": "https://eneidos.com/#writing",
   "date": "2026-09-04",
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   ]
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   "id": "n23",
   "type": "article",
   "title": "Before You Hang Up the Uniform: Building Your Network While You Still Wear It",
   "claim": "Part 1 of From Fatigues to the Future. Start building a civilian network before leaving the service, not after.",
   "source": "https://www.linkedin.com/pulse/before-you-hang-up-uniform-building-your-network-while-elvis-jones-waghe",
   "date": "2026-09-04",
   "tags": [
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   "id": "n24",
   "type": "article",
   "title": "Take Every Class They Offer (And the Ones They Don't Tell You About)",
   "claim": "Part 2 of From Fatigues to the Future. Take every course the military will pay for, including the ones nobody advertises.",
   "source": "https://www.linkedin.com/pulse/take-every-class-offer-ones-dont-tell-you-elvis-jones-lpxec",
   "date": "2026-09-04",
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   "id": "n25",
   "type": "article",
   "title": "Military Contracting: A Bridge, Not a Destination",
   "claim": "Part 3 of From Fatigues to the Future. Contracting is a useful bridge out of the service and a poor place to stop.",
   "source": "https://www.linkedin.com/pulse/military-contracting-bridge-destination-elvis-jones-7zruc",
   "date": "2026-09-04",
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   "id": "n26",
   "type": "article",
   "title": "You Are More Than Your MOS: How to Translate Military Experience into Civilian Value",
   "claim": "Part 4 of From Fatigues to the Future. Translate what you did in the military into the outcomes a civilian employer pays for.",
   "source": "https://www.linkedin.com/pulse/you-more-than-your-mos-how-translate-military-experience-elvis-jones-jeftc",
   "date": "2026-09-04",
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   "id": "n27",
   "type": "article",
   "title": "GI Bill as a Career Weapon: Using Education Benefits While You Work",
   "claim": "Part 5 of From Fatigues to the Future. Use the GI Bill while working, so the degree and the experience arrive together.",
   "source": "https://www.linkedin.com/pulse/gi-bill-career-weapon-using-education-benefits-while-you-elvis-jones-enskc",
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   "type": "article",
   "title": "Make Job Hunting Your Job: The Discipline Method",
   "claim": "Part 6 of From Fatigues to the Future. Treat the job search as a job with hours, targets, and a daily record.",
   "source": "https://www.linkedin.com/pulse/make-job-hunting-your-discipline-method-elvis-jones-ea4pc",
   "date": "2026-09-04",
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   "id": "n29",
   "type": "article",
   "title": "Win the Interview: STAR Stories and Playing All Your Cards",
   "claim": "Part 7 of From Fatigues to the Future. Prepare STAR stories in advance and bring every relevant experience to the interview.",
   "source": "https://www.linkedin.com/pulse/win-interview-star-stories-playing-all-your-cards-elvis-jones-9odec",
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   "title": "The Grit That Got You Here Will Get You There",
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   "title": "Texas to Monterey County",
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   "date": "2026-09-04",
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