{
  "name": "Aaditya Paudel",
  "slug": "aadityapaudel",
  "canonical_url": "https://neohmlabs.com/aadityapaudel/",
  "headline": "Instructor of Mathematics, founder/creator of Neohm Labs, and builder of mathematical reasoning systems.",
  "roles": [
    {
      "title": "Instructor of Mathematics",
      "organization": "Miami University",
      "department": "Department of Mathematical and Physical Sciences"
    },
    {
      "title": "Founder and creator",
      "organization": "Neohm Labs"
    }
  ],
  "contact": {
    "email": "paudela8@miamioh.edu",
    "github": "https://github.com/Aadityapaudel2",
    "gravatar": "https://gravatar.com/aadityapaudel"
  },
  "specialties": [
    "mathematical reasoning",
    "exact-answer evaluation",
    "Runtime-at-Boot",
    "long-context inference",
    "controller algorithms",
    "synthetic mathematical data",
    "benchmark curation",
    "classroom AI interfaces",
    "mathematics instruction"
  ],
  "publications_and_records": [
    {
      "type": "preprint",
      "title": "Artificial Evaluation Network (AEN): Runtime-at-Boot, Certified Context Loading, and Triadic Controller Algorithms for Mathematical Reasoning",
      "year": 2026,
      "doi": "10.5281/zenodo.19701459",
      "url": "https://doi.org/10.5281/zenodo.19701459",
      "repository": "https://github.com/Aadityapaudel2/AEN_Architecture"
    },
    {
      "type": "preprint",
      "title": "Canon DSL v2.1: Metadata-First Distillation for Synthetic Mathematical Data",
      "year": 2026,
      "doi": "10.5281/zenodo.19694800",
      "url": "https://doi.org/10.5281/zenodo.19694800"
    },
    {
      "type": "dataset",
      "title": "Vault of Echoes 2026",
      "year": 2026,
      "doi": "10.57967/hf/8554",
      "url": "https://huggingface.co/datasets/Neohm/VoE-2026"
    },
    {
      "type": "benchmark record",
      "title": "UI-Native One-Shot Benchmarking for Mathematical Reasoning in Chat-Based LLM Systems",
      "year": 2026,
      "doi": "10.5281/zenodo.18216959",
      "url": "https://doi.org/10.5281/zenodo.18216959",
      "coauthors": ["P. Acharya"]
    },
    {
      "type": "book/source archive",
      "title": "Vault of Echoes: Volume I",
      "year": 2026,
      "doi": "10.5281/zenodo.18207613",
      "url": "https://doi.org/10.5281/zenodo.18207613"
    }
  ],
  "systems": [
    "Neohm Labs",
    "AthenaV5",
    "Artificial Evaluation Network",
    "RuntimeAtBoot",
    "Canon DSL v2.1",
    "Vault of Echoes",
    "Two LLM Model Evaluator"
  ],
  "evidence_boundaries": [
    "AEN V34 is answer-aware Runtime-at-Boot repair replay evidence, not a blind benchmark score.",
    "VoE-2026 is a public-answer benchmark; post-exposure scores should disclose exposure."
  ]
}