{
  "name": "bigcompute.science",
  "description": "Open computational mathematics on GPUs. AI-audited, not peer-reviewed.",
  "url": "https://bigcompute.science",
  "generated_at": "2026-04-23T21:56:10Z",
  "author": {
    "name": "Cahlen Humphreys",
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    "huggingface": "https://huggingface.co/cahlen"
  },
  "license": "CC-BY-4.0",
  "stats": {
    "findings": 17,
    "reviews": 53,
    "issues": 217,
    "issues_fixed": 200,
    "models": [
      "ChatGPT",
      "Claude Opus 4.6",
      "GPT-5.2",
      "Grok",
      "gpt-4.1",
      "o3",
      "o3-pro"
    ],
    "providers": [
      "Anthropic",
      "OpenAI",
      "xAI"
    ]
  },
  "findings": {
    "class-number-convergence": "https://bigcompute.science/findings/class-number-convergence/",
    "zaremba-spectral-gaps-uniform": "https://bigcompute.science/findings/zaremba-spectral-gaps-uniform/",
    "hausdorff-digit-one-dominance": "https://bigcompute.science/findings/hausdorff-digit-one-dominance/",
    "zaremba-cayley-diameters": "https://bigcompute.science/findings/zaremba-cayley-diameters/",
    "kronecker-s30-largest-computation": "https://bigcompute.science/findings/kronecker-s30-largest-computation/",
    "kronecker-s40-character-table": "https://bigcompute.science/findings/kronecker-s40-character-table/",
    "zaremba-density-phase-transition": "https://bigcompute.science/findings/zaremba-density-phase-transition/",
    "zaremba-A12-logarithmic-convergence": "https://bigcompute.science/findings/zaremba-A12-logarithmic-convergence/",
    "zaremba-inverse-square-amplification": "https://bigcompute.science/findings/zaremba-inverse-square-amplification/",
    "gpu-matrix-enumeration-175x": "https://bigcompute.science/findings/gpu-matrix-enumeration-175x/",
    "zaremba-digit-pair-hierarchy": "https://bigcompute.science/findings/zaremba-digit-pair-hierarchy/",
    "zaremba-exception-hierarchy": "https://bigcompute.science/findings/zaremba-exception-hierarchy/",
    "zaremba-representation-growth": "https://bigcompute.science/findings/zaremba-representation-growth/",
    "zaremba-transitivity-all-primes": "https://bigcompute.science/findings/zaremba-transitivity-all-primes/",
    "zaremba-witness-golden-ratio": "https://bigcompute.science/findings/zaremba-witness-golden-ratio/",
    "zaremba-conjecture-framework": "https://bigcompute.science/findings/zaremba-conjecture-framework/",
    "_project-level": "https://bigcompute.science/findings/_project-level/"
  },
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    "meta_tags": "Highwire Press (citation_*) + Dublin Core (DC.*)",
    "sitemap": "https://bigcompute.science/sitemap-index.xml",
    "rss": "https://bigcompute.science/rss.xml"
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    "verification": "https://bigcompute.science/verification/",
    "cite": "https://bigcompute.science/cite/",
    "about": "https://bigcompute.science/about/",
    "interactive": "https://bigcompute.science/interactive/"
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  "machine_endpoints": {
    "llms_txt": "https://bigcompute.science/llms.txt",
    "llms_full": "https://bigcompute.science/llms-full.txt",
    "mcp_server": "https://mcp.bigcompute.science/mcp",
    "meta_json": "https://bigcompute.science/meta.json"
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  "repositories": {
    "experiments": "https://github.com/cahlen/idontknow",
    "website": "https://github.com/cahlen/bigcompute.science",
    "manifest": "https://github.com/cahlen/idontknow/blob/main/docs/verifications/manifest.json",
    "research_agent": "https://github.com/cahlen/idontknow/blob/main/scripts/research_agent.py"
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    "kronecker": "https://huggingface.co/datasets/cahlen/kronecker-coefficients",
    "spectra": "https://huggingface.co/datasets/cahlen/continued-fraction-spectra"
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    "mcp_explorer": "https://colab.research.google.com/github/cahlen/bigcompute.science/blob/main/public/notebooks/bigcompute_mcp_explorer.ipynb"
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  "ai_disclosure": "Human-AI collaborative. 7 models, 3 providers. Not peer-reviewed.",
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}