{
  "schema": "s2s-bench-v1",
  "kind": "data-kit-index",
  "exhibit": "reading-the-answer",
  "exhibit_title": "Reading the answer instead of writing it",
  "exhibit_url": "https://research.strata2signal.com/reading-the-answer/",
  "published_utc": "2026-09-23",
  "licence": "CC BY 4.0",
  "licence_note": "CC BY 4.0 covers the records in this directory: the harness, the task sets this workshop built, the scored rows, the reports and the receipts. Some rows carry the outputs and scores of models that are not ours and whose own licences differ — the OpenJev weights (CC BY-NC 4.0), the jevify adapter and Gemma 4 (Gemma terms), and Kev (Apache 2.0). They are reproduced here as measurements, so a reader can check the page's figures; this kit grants no rights in those models, and the page's licence section names each one.",
  "attribution": "strata→signal research, research.strata2signal.com",
  "contact": "hello@strata2signal.com",
  "run_id": "jev-2026-09-21",
  "run_window_utc": {
    "prereg_stamped_utc": "2026-09-21T16:51:34Z",
    "arms_1_to_11_opened_utc": "2026-09-21T17:0xZ",
    "arms_1_to_11_closed_utc": "2026-09-21T22:20Z",
    "large_card_window_opened_utc": "2026-09-22T04:00Z",
    "large_card_window_closed_utc": "2026-09-22T04:45Z",
    "note": "The pre-registration's own stamp is the first instant here and is in git before any row exists. The one arm that needed the workshop's live seats stopped ran in a planned 45-minute window, ruled in advance, and the window is stated at both ends in README.md and in that arm's own receipts."
  },
  "card_class": "two NVIDIA GeForce RTX 3090s with 24 GB each, at 250 W caps, in the bench box — one at a time for the arms that fit on one, tensor-parallel across both for the arm that did not — and, for one 45-minute window, one NVIDIA RTX PRO 6000 Blackwell with 96 GB in the inference box",
  "counting_rules": {
    "items": "Each of the first eleven arms answers the same frozen task states: 63 yes/no items on task (a), 42 unlabelled cite items on task (b), and 108 six-way items on task (c), 18 a guest. An arm differs from its neighbour in the model string or in the readout, never in both at once.",
    "the readout": "The option letters' scores at the first output position, softmaxed, with the model card's published calibration constants unchanged. A letter outside the top-20 takes the helper's floor and floored rows are counted per arm.",
    "unlabelled": "Task (b) carries a label for 1 of its 63 questions and is declared unlabelled before it runs. It is measured for cost, stability and agreement between arms, never for accuracy, and it is not under the pre-registered gate.",
    "energy": "The board's own watts times seconds, integrated by trapezoid from a 1 Hz sampler pinned to the card's UUID, reported both raw and net of the idle draw read for ten seconds immediately before the arm. Every watt here is the CARD's, never the wall's.",
    "residency": "Every arm proved which model was resident on which board before it was allowed to run, and the census it proved it with ships beside its rows."
  },
  "not_a_standard": "This is one workshop's decisions, on its own frozen states, on its own cards and its own runtimes, on two days. It is a reading, not a rating, and the page's own gaps file says which comparisons this data does not support.",
  "sanitisation": "Every file here was copied from the bench's own record and rewritten only by the named mechanical rules in provenance.json, applied by one program (tools/kit_sanitise.py in the hub repo) in a fixed order. provenance.json names each rule, describes what it does, and gives its firing count on every file, with both digests of each file a rule touched. NO FIGURE WAS TOUCHED: the tool's own fence re-reads every numeric token on both sides and refuses on any difference.",
  "files_note": "Stamped from the files themselves rather than authored: every row is the name, the byte count and the sha256 as they are on disk. The 26 row files whose names carried a board's pet name are RENAMED in this cut, and the content rule that renames every citation of them is named in provenance.json beside the count of times it fired.",
  "file_count": 300,
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      "role": "The gap card: the gaps the first eleven arms left, each with the rung that would close it, the pre-registration for the rungs that then ran, and what each one found."
    },
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      "bytes": 32985,
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      "role": "What the bench did not measure and what it could not settle, written as gaps rather than implied by silence, with the rung each one would take to close."
    },
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      "bytes": 9246,
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      "role": "What is in this kit, what was held back and why, what was rewritten by rule, and the two places a document here points at something that is not."
    },
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      "role": "The gap card's tables, derived from the row files by tables_gaps_card.py: the shuffled-option re-run, the two screenshot tasks, and every arm of the Kev family including the three whose per-item rows are not published."
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      "role": "The builder that turns this bench's own labelled rows into the training and held-out splits arm 11 reads."
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}