{
  "units": "People are deduplicated identities; models are frozen repository entries. Primary UK connections are not all UK builders.",
  "reviewed_people": 35,
  "primary_uk_connected_people": 19,
  "historical_or_collaboration_context_people": 16,
  "primary_university_ever": {
    "yes": 15,
    "no": 1,
    "unknown": 3
  },
  "primary_institutional_route_people": 17,
  "primary_institutional_route_names": [
    "Abdul Wahid Rukua",
    "Abdullatif Köksal",
    "Ahmad Bader",
    "Anna Korhonen",
    "Augusto B. Corrêa",
    "Daniel van Strien",
    "Herbie Bradley",
    "Neythen J. Treloar",
    "Pietro Lesci",
    "Rajesh Kanna V.",
    "Sally Sonia Simmons",
    "Sam Dobson",
    "Sam Schorb",
    "Samuel Albanie",
    "Sid Black",
    "Sripaad Srinivasan",
    "Xinyu (Martin) Bai"
  ],
  "reviewed_institutional_route_people": 33,
  "uk_built_people": 5,
  "uk_built_names": [
    "Ahmad Bader",
    "Augusto B. Corrêa",
    "Phillip C. O'Brien (Eden Eldith)",
    "Pietro Lesci",
    "Xinyu (Martin) Bai"
  ],
  "uk_built_model_entries": 7,
  "uk_built_model_ids": [
    "abcorrea/smolLM-135M-wiki-ft",
    "Ahmadbader17/tiny-gpt",
    "BXYMartin/long-t5-tglobal-base-openhearthstone-v0.1",
    "edeneldith/WiggleGPT",
    "EleutherAI/pythia-160m-seed1",
    "EleutherAI/pythia-160m-seed2",
    "EleutherAI/pythia-160m-seed3"
  ],
  "uk_built_model_location_evidence": {
    "dated_location_inference": 6,
    "direct_public_statement": 1
  },
  "uk_from_scratch_people": 3,
  "uk_from_scratch_names": [
    "Ahmad Bader",
    "Phillip C. O'Brien (Eden Eldith)",
    "Pietro Lesci"
  ],
  "uk_from_scratch_model_entries": 5,
  "uk_built_institutional_route_people": 4,
  "uk_from_scratch_institutional_route_people": 2,
  "strict_independent_people": 1,
  "strict_independent_names": [
    "Phillip C. O'Brien (Eden Eldith)"
  ],
  "strict_independent_model_entries": 1,
  "uk_built_schooling": {
    "no": 2,
    "yes": 1,
    "unknown": 2
  },
  "assessed_model_builder_location_status": {
    "yes": 7,
    "unknown": 33,
    "no": 9,
    "not_applicable": 6
  },
  "uk_built_compute": [
    {
      "model_id": "abcorrea/smolLM-135M-wiki-ft",
      "hardware": "Model training hardware not stated; profile GPU badges are not attributed to this run.",
      "compute_source": "unknown",
      "purchase_price_bands": [
        "unknown"
      ]
    },
    {
      "model_id": "Ahmadbader17/tiny-gpt",
      "hardware": "Intel Core Ultra 9 185H laptop CPU,12 threads,15.3GB visible RAM;28,388seconds excluding sleep; no GPU.",
      "compute_source": "personal laptop",
      "purchase_price_bands": [
        "unknown"
      ]
    },
    {
      "model_id": "BXYMartin/long-t5-tglobal-base-openhearthstone-v0.1",
      "hardware": "unknown",
      "compute_source": "unknown",
      "purchase_price_bands": [
        "unknown"
      ]
    },
    {
      "model_id": "edeneldith/WiggleGPT",
      "hardware": "NVIDIA RTX 3070 8GB followed by RTX 5060 Ti 16GB; one GPU at a time.",
      "compute_source": "personally owned consumer GPUs, one at a time",
      "purchase_price_bands": [
        "Under GBP 500",
        "GBP 500-1,999"
      ]
    },
    {
      "model_id": "EleutherAI/pythia-160m-seed1",
      "hardware": "Stability AI compute; exact GPU type/count not stated for these seed runs.",
      "compute_source": "sponsored institutional compute",
      "purchase_price_bands": [
        "unknown"
      ]
    },
    {
      "model_id": "EleutherAI/pythia-160m-seed2",
      "hardware": "Stability AI compute; exact GPU type/count not stated for these seed runs.",
      "compute_source": "sponsored institutional compute",
      "purchase_price_bands": [
        "unknown"
      ]
    },
    {
      "model_id": "EleutherAI/pythia-160m-seed3",
      "hardware": "Stability AI compute; exact GPU type/count not stated for these seed runs.",
      "compute_source": "sponsored institutional compute",
      "purchase_price_bands": [
        "unknown"
      ]
    }
  ]
}