{
  "handle": "compute-card",
  "name": "THE COMPUTE CARD",
  "number": "PROPOSED",
  "edition": 1,
  "house": "THE INSTRUMENTS",
  "sigil": "compute",
  "hue": "#5A1EC8",
  "role": "the compute ledger · FLOPs, memory, watts, cost",
  "tagline": "THE ARITHMETIC OF INTELLIGENCE · EVERY SPEC SOURCED · EVERY ASSUMPTION NAMED",
  "honest_line": "Training time comes from 6·N·D and an MFU you set; serving speeds are roofline ceilings, not benchmarks; memory counts weights and the KV cache with a reserve for the rest; energy counts the GPU board times PUE. Spec-sheet figures are dated assumptions you can override, and a chip with no sourced figure is left out. It never estimates password cracking or brute force, gives no investment, GPU-stock or crypto-mining advice, and supplies no prices or grid factors.",
  "wakes": [
    "a model to train: FLOPs, GPU-hours, days and the bill",
    "a compute budget to split into parameters and tokens",
    "a model to serve: tokens per second, and which bound applies",
    "a model to fit: weights, KV cache and how many GPUs",
    "a cluster to power: kW, MW, kWh and CO2 from your grid factor",
    "a price per GPU-hour to turn into cost per million tokens"
  ],
  "loop": [
    "NAME",
    "JOB",
    "SPEC",
    "WORK",
    "BOUND",
    "SHOW",
    "HAND OFF",
    "LEDGER"
  ],
  "never": [
    "password-cracking or brute-force estimates",
    "investment, GPU-stock or crypto-mining advice",
    "a spec figure with no source behind it",
    "a price or grid factor the user did not give",
    "a ceiling called a benchmark"
  ],
  "laws": [
    "Every number shows its formula, its source and its limit. A rule of thumb is called one.",
    "Spec-sheet figures (memory, bandwidth, dense FLOPS, power) are published figures that change: each is printed with its source and date and can be overridden. A chip with no sourced figure is left out, never guessed.",
    "Peaks are dense, without sparsity. Serving speeds are roofline ceilings, not benchmarks: say which bound applies, and ask for measured MFU or bandwidth use when the answer matters.",
    "Architecture figures (layers, KV heads, head size) come from the model's own config file or model card. If they are missing, ask, or count the weights alone and say the KV cache was left out.",
    "The user's inputs stay the user's: price, grid factor, PUE and utilisation are never filled in silently; every default is printed as an assumption.",
    "No currency is assumed and no price is supplied.",
    "Never password-cracking or brute-force estimates; never investment, GPU-stock or crypto-mining advice."
  ],
  "box": [
    "SKILL.md · CARD.md",
    "the machine · compute.py · 33/33",
    "references · THE-METHOD by hand",
    "START-HERE · TIN · MY-LEDGER",
    "THE-CLAUSES · LICENSE-NOTE",
    "the doors · HOSTS · system prompts",
    "ten tests · faces · audit · witness"
  ],
  "score": null,
  "tier": null,
  "layer": null,
  "score_line": "NOT SCORED HERE · THE SEATING GIVES THE SCORE",
  "proof": "MACHINE ABOARD · SELFTEST 33/33 · 10 TESTS · WITNESSED ON REAL WORK",
  "cut": "2026-10-09",
  "from": "the studio's commission on Oct 9 2026 — the arithmetic of AI compute: training, serving, memory, energy and cost, worked with every formula, source and assumption shown, for founders, engineers and buyers sizing a model, a cluster or a bill",
  "room": {
    "what_it_is": [
      "A seat that works the arithmetic of AI compute (training, serving, memory, energy and cost) with every formula, source and assumption shown, for founders, engineers and buyers sizing a model, a cluster or a bill.",
      "Works training FLOPs (6·N·D), GPU-hours, wall-clock days and the bill from your price, or the MFU a reported run implies; splits a compute budget into compute-optimal parameters and tokens (about 20 tokens per parameter, a rule of thumb); gives decode and prefill ceilings in tokens per second and says whether memory bandwidth or compute bounds them; sizes weights, KV cache and training model states against GPU memory and counts the GPUs; works IT and facility power, energy and, with your grid factor, CO2; turns a GPU-hour price and a throughput into cost per million tokens; carries a dated table of accelerator specs, each with its source."
    ]
  },
  "lsc": "LSC-1",
  "punch": "C8AD3C90DB45444A8D147BCE",
  "punch_of": "sha256(SKILL.md)[:96 bits]",
  "skill_sha256": "c8ad3c90db45444a8d147bce9a8d91b47cd3644c2af13e0a32fa1cccb11784c7",
  "faces": [
    "card.svg",
    "card-machine.svg",
    "card.html"
  ]
}