{ "schema": "s2s-bench-v1", "exhibit": "the-cost-of-intelligence", "dataset": "cost-of-intelligence-2026-09-23", "generated_utc": "2026-10-14T04:20:26Z", "licence": "CC BY 4.0", "attribution": "strata→signal research, research.strata2signal.com", "contact": "hello@strata2signal.com", "what_this_is": "The records behind the exhibit *The cost of intelligence, as a utility* (https://research.strata2signal.com/the-cost-of-intelligence/): the series' rows as a CSV, the pre-registration with its amendments, the rulings, notes and metrics file it folds, the frozen parser, the chart data, each lane's report, the reading-0.1 windows' fold reports, the arm records and anchor rows the page's timing and energy figures are read from, and every rented row's report. Paths keep the series' own layout, so a path the page cites is a path in this folder.", "run_id": "cost-of-intelligence-2026-09-23", "run_window_utc": { "reading_0_first_row_utc": "2026-09-23T15:40:04Z", "reading_0_registered_ceiling_utc": "2026-09-25T12:00:00Z", "reading_0_1_last_arm_ended_utc": "2026-10-02T08:19:34Z", "reading_0_1_closed_utc": "2026-10-14T00:00:00Z", "note": "Reading 0 runs from the series' first row to its registered ceiling; reading 0.1's last arm is the 96 GB card's second window's, stopped by its guard, and the reading closed at its registered close. Each lane's report dates its own window." }, "cut_by": { "tool": "tools/kit_sanitise.py", "how": "Every file below was COPIED from the bench's own record and then rewritten only by the named rules, applied in the order they are listed here, by one program. Nothing was edited by hand, nothing was reworded, and nothing was dropped from inside a file. `--check` re-derives every byte from the private record and refuses on a single byte of drift; `--fence` proves that no figure moved.", "rule_order": [ "digest-withheld", "digest-withheld-ruled", "gpu-uuid-withheld", "row-id-withheld", "account-address-withheld", "account-id-withheld", "scratch-path-withheld", "private-address-withheld", "port-withheld", "residents-port-withheld", "unit-name-port-withheld", "bus-address-withheld", "home-path-to-workshop", "lane-folder-to-card-key", "operator-name-to-role-in-identifier", "host-name-to-role", "card-name-to-role-in-identifier", "box-name-to-role-in-identifier", "box-name-to-role", "name-after-article-to-role", "card-name-to-role", "private-network-name-to-role", "private-product-to-role", "private-shelf-to-role", "parallel-env-to-role", "operator-name-to-role", "local-date-restatement-to-role", "local-window-restatement-to-role", "local-offset-to-utc", "spaced-offset-to-utc" ], "files_cut": 194 }, "sanitisation_rules": { "digest-withheld": "the withholding rule every kit cut by rule on this shelf has carried since 2026-09-29 (UTC): a sha256 the record itself printed — whole, shortened to its first 8 or more hex characters, or written head…tail — of a file as it stood BEFORE a rule below rewrote it, or of an earlier version of such a file, becomes the literal `withheld-2026-09-29`. Beside the rewritten copy, such a digest would check a guess at what a rule replaced. Here that includes the pre-registration's own digest as it stood at each of its versions, which the series rows, the reports and the pre-registration's amendment lines print, and the digests of two chart files (`charts/data/c3-ladder.csv` and `charts/data/c3-tests.csv`) as they stood at amendment A-05, which the A-05 and F-1 notes print. The digests are derived by this program from the private originals, never listed by hand. A digest of a file no rule touched is left as the record printed it.", "digest-withheld-ruled": "added 2026-10-14 (UTC), under the house rule that a printed digest may not confirm a guess at what a rule on this shelf replaced (D-20260929-013): a digest of a file ANOTHER kit on this shelf publishes rewritten becomes the literal `withheld-2026-10-14` wherever this record prints it — whole, shortened to its first 8 or more hex characters, or written head…tail. Nine files: the Jev bench's runner, its article corpus, its kit manifest, its cite task and four of its row files, which Reading the answer's kit publishes rewritten, and one row file of this series' reference card, which the deciders' kit publishes rewritten. The values are derived by this program from the files its specification names by revision and path, never listed by hand.", "gpu-uuid-withheld": "added 2026-10-05 (UTC), after publication: a GPU UUID — the identifier the driver prints for one physical board, `GPU-` and its 8-4-4-4-12 hex UUID (or a MIG instance's `MIG-` forms), whole or shortened to its first eight hex characters and any groups after them — becomes ``, its prefix and any truncation mark with it, and so does a bare UUID straight after a GPU label (`gpu_uuid:`). The letter names the board inside this kit only: the kit's boards take A, B, C… in the order they first appear in its files, keyed by a UUID's first eight hex characters, so a shortened form takes its board's letter and a file that told two boards apart by their UUIDs still does. The harnesses recorded the board each run was pinned to in its rows, power samples and receipts; a UUID names one board and measures nothing. The rule matches the shape, never a value, which this program does not hold. Every other byte is unchanged.", "row-id-withheld": "A rule here cuts a span by its shape, never by a value it holds, and writes `withheld-2026-10-14` in its place. The series' row ids (`r0-`, `r0.1-` or `rpre0-` and eight hex characters), wherever the series, a chart's data or a note prints one: an id is the head of a hash of the lane's folder name, the arm, the set and the pass, and two of those folder names carry a private name, so an id would check a guess at it. Rows are cited by model, card and set instead; every other field of every row is untouched.", "account-address-withheld": "A rule here cuts a span by its shape, never by a value it holds, and writes `withheld-2026-10-14` in its place. A mailbox address (a local part, `@` and a mail domain) where a report names the account a command-line tool was signed in to. A file name joined to a variant with `@` is not an address and is left alone.", "account-id-withheld": "A rule here cuts a span by its shape, never by a value it holds, and writes `withheld-2026-10-14` in its place. The head of an organisation id a sign-in readout printed beside the account (`org` and then eight hex characters and a truncation mark).", "scratch-path-withheld": "A rule here cuts a span by its shape, never by a value it holds, and writes `withheld-2026-10-14` in its place. The private part of an agent's scratch folder, where a report names the folder a lane worked in: the user number, the account's directory and the session's id after `/tmp/claude-`. The folder's own name after them is kept.", "private-address-withheld": "A rule here cuts a span by its shape, never by a value it holds, and writes `withheld-2026-10-14` in its place. A private network address (and the port after it), where a plan names the address a guard read a service's metrics from.", "port-withheld": "A rule here cuts a span by its shape, never by a value it holds, and writes `withheld-2026-10-14` in its place. A port a local service listened on, where a command line, a URL, a unit's environment or a sentence prints it: the number after `127.0.0.1:` or `localhost:`, and four or five digits after a colon that opens a word in prose, as a report writes a port on its own. A shorter number there is a line citation (`:426`), and a number joined to a letter or opening a range is a model's size tag (`:27b`) or a line range (`:197-199`); those stay as the record wrote them. This shelf prints a port only where a sentence needs one.", "residents-port-withheld": "A rule here cuts a span by its shape, never by a value it holds, and writes `withheld-2026-10-14` in its place. The same ports where one fold report's restore receipt lists each serving instance's port before the models it held (`: `).", "unit-name-port-withheld": "A rule here cuts a span by its shape, never by a value it holds, and writes `withheld-2026-10-14` in its place. The port a service's unit name carries (`rerank-seat-` and then its port): the unit keeps its role, and the port, which says where the service listens, becomes the marker.", "bus-address-withheld": "A rule here cuts a span by its shape, never by a value it holds, and writes `withheld-2026-10-14` in its place. A card's PCI bus address (domain, bus, device and function, as the driver prints it, and the short bus-device-function form a report writes): the records tell the cards apart by their names and their withheld UUIDs' letters, and a bus address names a slot in one computer.", "home-path-to-workshop": "an absolute path into a private home directory becomes the neutral root /workshop. The rest of the path and every byte around it are unchanged; the account's name is a path segment here and leaves with the root.", "lane-folder-to-card-key": "the reference card's lane folder, whose name carries a computer's private name, becomes the card key the series' own code defines for that card (`rtx-3090`), in every path that cites it; the kit's folder carries the same name.", "operator-name-to-role-in-identifier": "an account at a computer, as a shell prompt prints it, becomes the roles they played.", "host-name-to-role": "the laptop's host name becomes the machine as the page names it.", "card-name-to-role-in-identifier": "the card key of the desktop's 3090, which carries the card's private short name, becomes the card's place: `rtx-3090-desktop`, beside the reference card's `rtx-3090`.", "box-name-to-role-in-identifier": "the desktop computer's private name at the end of an identifier becomes the role it played.", "box-name-to-role": "the computer that holds the reference card becomes the role it played, spelled as a name so that every sentence and identifier it stands in still reads as it did. This shelf publishes what a bench measured, never which box ran it.", "name-after-article-to-role": "a private name the record writes after an article becomes the role it played, article and all, so the sentence does not say `the the`: the laptop.", "card-name-to-role": "the desktop's 3090, by its private name, becomes its place in that computer.", "private-network-name-to-role": "the private network's status command, named by its product, becomes what it is.", "private-product-to-role": "a private project's folder, where a plan says where a key file lives, becomes the fact that it is one.", "private-shelf-to-role": "the locked review shelf, named by its folder, becomes what it is.", "parallel-env-to-role": "the NAME of the runtime environment variable that sets how many requests the instance serves at once is generalised to the role it plays. ITS VALUE IS UNTOUCHED: it is one of this bench's own settings, and the value is what a reader needs.", "operator-name-to-role": "the operator named in a ruling, a note or a path becomes \"an operator\", which is also this shelf's own voice law for a published page.", "local-date-restatement-to-role": "a planned release day, written with a local zone, becomes the same day said to be local; the zone is a location disclosure this site does not publish.", "local-window-restatement-to-role": "a planned window, restated in a local zone beside the UTC window the same sentence gives, becomes the fact that it is the same window. The UTC statement it sits beside is untouched.", "local-offset-to-utc": "an instant written with a UTC offset (here, the model registry's own `modified_at` and a retirement date the cloud service stated, both on its clock) is re-stated as THE SAME INSTANT in UTC and Z-stamped. The offset is a location disclosure this site does not publish; deleting it instead would silently re-label a local clock as UTC. The fence re-parses both sides and refuses unless they name the same moment.", "spaced-offset-to-utc": "an instant written `date clock offset zone` with spaces, as the cloud service's error messages print the day it retired a model, is re-stated as THE SAME INSTANT in UTC and Z-stamped; the fence re-parses both sides and refuses unless they name the same moment." }, "rule_firings_total": { "digest-withheld": 439, "digest-withheld-ruled": 70, "gpu-uuid-withheld": 1044, "port-withheld": 269, "home-path-to-workshop": 506, "lane-folder-to-card-key": 691, "operator-name-to-role-in-identifier": 10, "card-name-to-role-in-identifier": 88, "box-name-to-role-in-identifier": 63, "box-name-to-role": 803, "name-after-article-to-role": 20, "card-name-to-role": 291, "parallel-env-to-role": 11, "operator-name-to-role": 149, "local-date-restatement-to-role": 2, "local-window-restatement-to-role": 1, "row-id-withheld": 1767, "private-address-withheld": 1, "unit-name-port-withheld": 2, "bus-address-withheld": 166, "host-name-to-role": 1, "private-network-name-to-role": 3, "private-product-to-role": 1, "private-shelf-to-role": 1, "local-offset-to-utc": 39, "spaced-offset-to-utc": 23, "scratch-path-withheld": 4, "account-address-withheld": 3, "account-id-withheld": 2, "residents-port-withheld": 2 }, "what_was_not_touched": "Only what a rule rewrote, each rule counted per file in `provenance.json`: the series' row ids, an account's mailbox and id, an agent's scratch folder, a private network address, the ports and the bus addresses to `withheld-2026-10-14`; every GPU UUID to a board letter; the home path to `/workshop`; two lane folders to their card keys; the cards', computers', network's and operator's private names to the roles they played; two local-clock restatements to words; instants with an offset to UTC; and digests of files as they stood before those rules, the pre-registration's earlier versions and two chart files' A-05 versions among them, to `withheld-2026-09-29`. No figure moved on the way out, and `index.json` carries the sha256 of every file it lists, as served.", "omitted": { "The doorman set.": "No file of the doorman set (`.d.`) is here: its items were never published. Its rows' counts are in the series. `SERIES-SETS.md` lists the doorman and field-exam sets as public since exhibit fifty-eight's kit, as the record wrote it; neither set's items file is served anywhere on this shelf (that kit serves the six-way and docent-gate sets, under `/reading-the-answer/data/kit/`).", "The series as JSON lines.": "`series/series.jsonl` (9 MB) is not here; the series ships as its CSV, `series.public.csv`, which is what the page cites.", "The row ids.": "Each series row's id is withheld: it is the head of a hash of names, two of which are private. The page cites rows by model, card and set.", "The price list behind the rig's capital figure.": "Not here: the page cites the public price page, *The cost to purchase and run a very capable home AI rig* (https://research.strata2signal.com/home-inference-and-diffusion-rig-cost/).", "The rest of the series' tree.": "Only the files the page and its receipts cite are here; the lanes' other rows, logs, probes, queues and harness code are not.", "Card identity.": "Every file names a card by its model and its role, never by a serial, a UUID or a bus address." }, "files": [ { "file": "PREREG-S0.md", "role": "The series' pre-registration, written before reading 0, with every amendment dated and appended: the sets and their hashes, the parser, the bar, the ratio, the price and energy rules and the reading schedule.", "media_type": "text/markdown", "bytes": 181769, "sha256": "45d940a296d79aa205d49c01248378f5b917da5b9b02c413ddcbf3194547acd0", "sha256_original": null, "identical_to_original": false, "stripped": [ "digest-withheld", "digest-withheld-ruled", "gpu-uuid-withheld", "port-withheld", "home-path-to-workshop", "lane-folder-to-card-key", "operator-name-to-role-in-identifier", "card-name-to-role-in-identifier", "box-name-to-role-in-identifier", "box-name-to-role", "name-after-article-to-role", "card-name-to-role", "parallel-env-to-role", "operator-name-to-role" ], "strip_counts": { "digest-withheld": 32, "digest-withheld-ruled": 14, "gpu-uuid-withheld": 5, "port-withheld": 5, "home-path-to-workshop": 4, "lane-folder-to-card-key": 16, "operator-name-to-role-in-identifier": 8, "card-name-to-role-in-identifier": 14, "box-name-to-role-in-identifier": 7, "box-name-to-role": 100, "name-after-article-to-role": 12, "card-name-to-role": 30, "parallel-env-to-role": 1, "operator-name-to-role": 12 } }, { "file": "SERIES-SETS.md", "role": "The four frozen sets the series reads: each set's name, size, source and hash.", "media_type": "text/markdown", "bytes": 1584, "sha256": "e7f15a10b284470ea114ed2d8a5747f3887a88c7b578f1b6e046f7aff49a8959", "sha256_original": null, "identical_to_original": false, "stripped": [ "digest-withheld-ruled", "home-path-to-workshop" ], "strip_counts": { "digest-withheld-ruled": 2, "home-path-to-workshop": 1 } }, { "file": "RULINGS-2026-09-23.md", "role": "The operators' rulings of reading 0's first day, each numbered (`R-`), with the time it was made.", "media_type": "text/markdown", "bytes": 27085, "sha256": "c64516105f1963083c312ddc454a3017be87410312c124494b1ba276d3836c82", "sha256_original": null, "identical_to_original": false, "stripped": [ "gpu-uuid-withheld", "box-name-to-role-in-identifier", "box-name-to-role", "card-name-to-role", "operator-name-to-role", "local-date-restatement-to-role", "local-window-restatement-to-role" ], "strip_counts": { "gpu-uuid-withheld": 2, "box-name-to-role-in-identifier": 2, "box-name-to-role": 17, "card-name-to-role": 6, "operator-name-to-role": 29, "local-date-restatement-to-role": 1, "local-window-restatement-to-role": 1 } }, { "file": "F0-NOTES.md", "role": "The correction notes of 2026-09-27: the resampling unit, the verdicts it moved and the rows it re-scored.", "media_type": "text/markdown", "bytes": 30798, "sha256": "8cc4465e70187f466fc9c096d2de63f9f1107e30243f1ac647cb9e8c150b44ba", "sha256_original": null, "identical_to_original": false, "stripped": [ "digest-withheld", "row-id-withheld" ], "strip_counts": { "digest-withheld": 3, "row-id-withheld": 188 } }, { "file": "F1-NOTES.md", "role": "The ratio and break-even notes: every ratio with its spread, its denominator and the rows it reads.", "media_type": "text/markdown", "bytes": 20746, "sha256": "3436c3893119854a448100146cf875e298184bd9b196c4b480afd74cc8308194", "sha256_original": null, "identical_to_original": false, "stripped": [ "digest-withheld" ], "strip_counts": { "digest-withheld": 12 } }, { "file": "METRICS.md", "role": "The metrics file: every derived figure's definition, its formula, the field it is read from and the numbered open questions (`O-`).", "media_type": "text/markdown", "bytes": 72728, "sha256": "555eac4759bca0de3c5b9cd3ca24b6cc76d35d9e78fe7a076caa140ecea111bc", "sha256_original": null, "identical_to_original": false, "stripped": [ "digest-withheld", "digest-withheld-ruled", "home-path-to-workshop", "lane-folder-to-card-key", "card-name-to-role-in-identifier", "box-name-to-role", "card-name-to-role", "operator-name-to-role" ], "strip_counts": { "digest-withheld": 11, "digest-withheld-ruled": 2, "home-path-to-workshop": 12, "lane-folder-to-card-key": 25, "card-name-to-role-in-identifier": 3, "box-name-to-role": 57, "card-name-to-role": 9, "operator-name-to-role": 2 } }, { "file": "PLAN-v2.md", "role": "The series' plan as it stood at reading 0, with the house price rules (`P-`) the pre-registration adopts.", "media_type": "text/markdown", "bytes": 144630, "sha256": "3c93bf6254496908f60838cb004690c6b4aa7ec09a0ab034a9375126bcc65867", "sha256_original": null, "identical_to_original": false, "stripped": [ "digest-withheld-ruled", "gpu-uuid-withheld", "private-address-withheld", "port-withheld", "unit-name-port-withheld", "bus-address-withheld", "home-path-to-workshop", "lane-folder-to-card-key", "operator-name-to-role-in-identifier", "host-name-to-role", "box-name-to-role-in-identifier", "box-name-to-role", "name-after-article-to-role", "card-name-to-role", "private-network-name-to-role", "private-product-to-role", "parallel-env-to-role", "operator-name-to-role", "local-date-restatement-to-role" ], "strip_counts": { "digest-withheld-ruled": 1, "gpu-uuid-withheld": 24, "private-address-withheld": 1, "port-withheld": 21, "unit-name-port-withheld": 1, "bus-address-withheld": 2, "home-path-to-workshop": 6, "lane-folder-to-card-key": 3, "operator-name-to-role-in-identifier": 1, "host-name-to-role": 1, "box-name-to-role-in-identifier": 7, "box-name-to-role": 113, "name-after-article-to-role": 5, "card-name-to-role": 33, "private-network-name-to-role": 1, "private-product-to-role": 1, "parallel-env-to-role": 2, "operator-name-to-role": 46, "local-date-restatement-to-role": 1 } }, { "file": "A05-NOTES.md", "role": "The notes behind amendment A-05: which rows are headline, provisional or held, row by row.", "media_type": "text/markdown", "bytes": 80520, "sha256": "45b5adbb53127ed83f98bd98940e6ad1285e0912eca7d4a0698e43e53a840fc9", "sha256_original": null, "identical_to_original": false, "stripped": [ "digest-withheld", "row-id-withheld", "home-path-to-workshop", "lane-folder-to-card-key", "card-name-to-role-in-identifier", "box-name-to-role", "card-name-to-role" ], "strip_counts": { "digest-withheld": 9, "row-id-withheld": 32, "home-path-to-workshop": 1, "lane-folder-to-card-key": 11, "card-name-to-role-in-identifier": 4, "box-name-to-role": 14, "card-name-to-role": 11 } }, { "file": "parse_v2.py", "role": "The frozen parser that scores every reply on every backend, with its self-test cases.", "media_type": "application/octet-stream", "bytes": 19288, "sha256": "689254c5c466944c9a24740511b78f711b662b8792efe2fb6177a030ebdf708c", "sha256_original": "689254c5c466944c9a24740511b78f711b662b8792efe2fb6177a030ebdf708c", "identical_to_original": true, "stripped": [], "strip_counts": {} }, { "file": "recon/economics.md", "role": "The economics recon: the price and energy sources the plan read, with the outside figure's citation.", "media_type": "text/markdown", "bytes": 56171, "sha256": "85181164aaf1c45710dae4a9511a3319b33db3ff92de86841b1063dcadd5e552", "sha256_original": null, "identical_to_original": false, "stripped": [ "gpu-uuid-withheld", "box-name-to-role-in-identifier", "box-name-to-role", "card-name-to-role", "operator-name-to-role" ], "strip_counts": { "gpu-uuid-withheld": 7, "box-name-to-role-in-identifier": 3, "box-name-to-role": 8, "card-name-to-role": 2, "operator-name-to-role": 13 } }, { "file": "cloud-reading-0/CLOUD-READING-0.md", "role": "A lane's report as its 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