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AI FOR AUTONOMY · Nº 921 · EDITION 1 · LAUNCHING SOON

LUND CARDS · AI FOR AUTONOMYNº 921 PROPOSED
THE RACING CAR — the LSC-1 face
THE CARD AS TEXT · FOR EYES AND FOR MACHINES

THE RACING CAR · beside the racing team, never the car

WAKES WHEN an autonomous racing team writes its track domain, its run rules or its log

THE LOOP

  1. domain · where, when, what, who, fallback
  2. case · every hazard owned, every unit
  3. log · the day it happens, five parts
  4. ready · the sign-offs' word, not ours
  5. ledger · what moved, who decided, when

NEVER

  • Claim a vehicle is safe to deploy
  • Write code that steers, brakes, flies or dives
  • Stand in for a regulator or a certificate

IT MAKES domain — the operating-domain sheet for an autonomous racing car: where, when, what, who, the hazards the card knows by name, the fallback, what it must refuse, the sign-offs; case — the sheet checked: every section filled, every named hazard with a mitigation and an owner, every limit with its unit, a source with its year; a score out of 100 and every fault by name; log — one line on the record the day it happens; `log log.md report` reads it back by kind with the open follow-ups; ready — READY or NOT READY for the next step, with the reasons: the case passes, no follow-up open past the days given, the log not empty, every sign-off present.

THE STANDARD the domain before the vehicle moves; every hazard owned; the log the day it happens; rEADY is the sign-offs' word; never the driver.

IN THE BOX SKILL.md · CARD.md · TIN.md · START-HERE.md · LICENSE-NOTE.md · THE-CLAUSES.md · MY-LEDGER.md · WITNESS.md · SELFTEST.md · AUDIT.md · MANIFEST.md · HOSTS.md · scripts/av_racing_car.py · references/THE-DOMAIN-SHEET.md · rules/ (4 doors) · system/ (2 prompts) · mcp/mcp_card.py · card.json · card.svg · card-machine.svg · card.html.

PROOF SELFTEST 12/12 · witnessed in Claude 2026-10-09 · Edition 1.

THE SEAL 98 of 100 · LEGENDARY · WITNESSED · Trigger 5 · Machinery 5 · Law 5 · Portability 5 · Proof 5

IT CAN BE WRONG an AI reading a text file: it can be wrong and can invent a number, a rule, a name or a date; check what matters against your own records and the source; the risk is yours. THE-CLAUSES.md rides in the packet and is part of the licence.

THE PUNCH · SHA-256 OF SKILL.MD · 088F6118B0D7A8C3683F3F72

THE FACE, FULL SIZE → · THE MACHINE FACE → · card.json →

THE RACING CAR

beside the racing team, never the car

DOMAIN · CASE · LOG · READY

98LEGENDARYWITNESSEDIN CLAUDEIN LUNDRIN CHATGPT

WITNESSED — the studio saw this card run and produce what its tin promises, and wrote the date down. What the marks mean →

THE SPEC SHEET · READ BEFORE YOU BUY · THE STANDARD EVERY CARD MEETS →

SEAL
98 of 100 · LEGENDARY · WITNESSED
EDITION
E1 · witnessed 2026-10-09
MACHINE
scripts/av_racing_car.py · 4 commands · selftest 12/12
RUNS
On your own computer. Standard library only, offline; no account, no key, no telemetry.
HOSTS
Claude · Claude Code · ChatGPT · Gemini · any AI that reads a file (HOSTS.md names each door)
LICENCE
One person, any number of their own AIs and computers · editions replace files · nothing renews · freeze, not loss
PUNCH
088F6118B0D7A8C3683F3F72 · sha-256 of SKILL.md · check any file against it →

CITE THIS CARDTHE RACING CAR, Edition 1. Lund Studio LLC, Westminster, Colorado. https://lundr.tech/?view=autonomous-racing-card. Punch 088F6118B0D7A8C3683F3F72. Retrieved 2026-10-10.

What it is.

Beside an autonomous racing team as it writes the track domain, the run rules and the remote-stop plan, checks the safety case hazard by hazard, keeps the run and incident log and reads the readiness gate before a session.

It carries a machine that shows its working: domain — the operating-domain sheet for an autonomous racing car: where, when, what, who, the hazards the card knows by name, the fallback, what it must refuse, the sign-offs; case — the sheet checked: every section filled, every named hazard with a mitigation and an owner, every limit with its unit, a source with its year; a score out of 100 and every fault by name; log — one line on the record the day it happens; `log log.md report` reads it back by kind with the open follow-ups; ready — READY or NOT READY for the next step, with the reasons: the case passes, no follow-up open past the days given, the log not empty, every sign-off present — 12 checks in its selftest, every command on the record. It will never claim a vehicle is safe to deploy; never write code that steers, brakes, flies or dives; never stand in for a regulator or a certificate.

Five laws, written into the card.

They are in the card itself, so the AI follows them.

THE DOMAIN BEFORE THE VEHICLE MOVESWhere, when, what and who are written, with units, dated and sourced, before an autonomous racing car moves a metre under the programme; what is not written is out of domain.
EVERY HAZARD OWNEDEach hazard the card names, and each the team adds, carries a mitigation and an owner by name; a hazard without an owner fails the case.
THE LOG THE DAY IT HAPPENSEvery disengagement, incident, near-miss, handover and test goes on the record the day it happens, in five parts, with a follow-up owner or "none".
READY IS THE SIGN-OFFS' WORDThe card reads the sheet and the log and says READY or NOT READY with its reasons; the people in the sign-off lines decide, and the card never calls an autonomous racing car safe.
NEVER THE DRIVERThe card writes no control code, tunes no model, issues no command to the vehicle, and stands in for no regulator, certificate or standard.

What rides in the card.

In the card’s own voice, with a machine that shows its working.

THE GUIDEreferences/THE-DOMAIN-SHEET.md
THE MACHINEav_racing_car.py · four commandsdomain — the operating-domain sheet for an autonomous racing car: where, when, what, who, the hazards the card knows by name, the fallback, what it must refuse, the sign-offs; case — the sheet checked: every section filled, every named hazard with a mitigation and an owner, every limit with its unit, a source with its year; a score out of 100 and every fault by name; log — one line on the record the day it happens; `log log.md report` reads it back by kind with the open follow-ups; ready — READY or NOT READY for the next step, with the reasons: the case passes, no follow-up open past the days given, the log not empty, every sign-off present. Every command prints its working and refuses a bad input; 12 checks in its selftest, every command on the record.

What it does once your AI has it.

  • domain The operating-domain sheet for an autonomous racing car: where, when, what, who, the hazards the card knows by name, the fallback, what it must refuse, the sign-offs
  • case The sheet checked: every section filled, every named hazard with a mitigation and an owner, every limit with its unit, a source with its year; a score out of 100 and every fault by name
  • log One line on the record the day it happens; `log log.md report` reads it back by kind with the open follow-ups
  • ready READY or NOT READY for the next step, with the reasons: the case passes, no follow-up open past the days given, the log not empty, every sign-off present
  • On the record The blank domain sheet for an autonomous racing car written with 7 sections, 10 hazards named and 4 sign-off lines; the blank sheet fails the case with every unfilled section named; the filled sheet passes at 100; with one hazard struck it fails and names the hazard; two lines kept on the log and read back by kind with the open follow-up; the gate reads READY on the filled sheet and the fresh log, and NOT READY on the thinned sheet with the reason.

What it will never do.

It will never claim a vehicle is safe to deploy; never write code that steers, brakes, flies or dives; never stand in for a regulator or a certificate.

It reads the sheet and the log, not the car: a hazard it does not know by name passes unless the line names it. Race regulations are the series'; the card names none. It is an AI reading a text file: it can be wrong, so check what matters against your own records and the source.

What’s in the buy.

  • CARD.md — the whole card: who it is, its laws, when it says no, what it carries · SKILL.md — the door your AI reads first · START-HERE.md — the first five minutes, for you
  • THE-DOMAIN-SHEET.md — the guide in references/, in the card's own voice
  • scripts/av_racing_car.py — the machine: domain · case · log · ready, standard library only, selftest 12/12
  • WITNESS.md + SELFTEST.md — every command on the record, as it printed · MANIFEST.md, every file hashed · AUDIT.md, the twelve checks
  • MY-LEDGER.md — the card's memory, on your own machine · TIN.md · LICENSE-NOTE.md · THE-CLAUSES.md · HOSTS.md
  • card.svg + card-machine.svg + card.json · card.html, the card as one offline file · the doors for ChatGPT, Gemini, Cursor, Claude Code and MCP hosts (rules/, system/, mcp/)

PROOF · SELFTEST 12/12 · 4 COMMANDS ON THE RECORD · WITNESSED IN CLAUDE 2026-10-09 · EDITION 1 · PUNCH 088F6118B0D7A8C3683F3F72

ON EVERY DOOR · A CARD FOR YOUR AI, A FILE FOR YOUR COMPUTER

In Claude: turn on code execution under Settings › Capabilities, then Customize › Skills › + › Create skill, and upload the zip as it is — START-HERE.md in the box walks you through it, and tells you how to keep the ledger. In ChatGPT, Gemini and the rest: a Project, a GPT or a Gem with the card’s files attached and the short door in the box pasted as its instructions. The words run anywhere an AI reads Markdown; the machines run wherever the host runs Python. Witnessed in Claude only. The host marks →

Take it.

Nº 921 PROPOSED — LAUNCHING SOON

Sold as is under the term printed. A card instructs an AI you operate; results depend on your model, your files and your judgement. Not medical, legal, tax or financial advice, never the person’s boss, and not a licence to practise. The terms →

ONE PAYMENT · NOTHING RENEWS ITSELF

OFFLINE · ONE LICENCE · PUNCH-CHECKABLE · THE STANDARD

One payment. The file is yours to keep and keeps working at its edition; new editions issued in the year after you buy reach you by email as replacement files. Tax is added at checkout where it applies. Nothing auto-renews.

One email when it is on sale, from the studio; nothing else, ever.

A TERM, NOT A SUBSCRIPTION: NOTHING RENEWS ITSELF AND NOBODY IS CHARGED AGAIN. WHEN A TERM ENDS THE FILES STAY ON YOUR COMPUTER AND STAY READABLE — FREEZE, NOT LOSS.

THE MACHINE · IN THE OPEN · FROM THE WITNESSED RUN OF 2026-10-09

av_racing_car.py, every command showing its working.

A small Python program, standard library only. Your AI runs it; you can too. Every block below is pasted from the card’s own WITNESS.md, as printed.

domainthe operating-domain sheet for an autonomous racing car: where, when, what, who, the hazards the card knows by name, the fallback, what it must refuse, the sign-offs
casethe sheet checked: every section filled, every named hazard with a mitigation and an owner, every limit with its unit, a source with its year; a score out of 100 and every fault by name
logone line on the record the day it happens; `log log.md report` reads it back by kind with the open follow-ups
readyREADY or NOT READY for the next step, with the reasons: the case passes, no follow-up open past the days given, the log not empty, every sign-off present
selftest12 checks that prove the machine; it must print 12/12
domain · THE OPERATING-DOMAIN SHEET FOR AN AUTONOMOUS RACING CAR: WHERE, WHEN, WHAT, WHO, THE HAZ
$ python3 scripts/av_racing_car.py domain --out domain.md
wrote domain.md · 7 sections · 10 hazards named · 4 sign-offs
head -14 domain.md
$ head -14 domain.md
# OPERATING DOMAIN · THE RACING CAR · written before the vehicle moves

Vehicle: an autonomous racing car · Programme: [name] · Version of this sheet: [n] · Date: [YYYY-MM-DD]
Owner of this sheet: [name, role] · Sources named with their year, or marked "from memory"

## WHERE
The circuit, the pit lane, the run-off areas, the sections allowed at speed and the sections at pit speed, where people may stand and where they may not.

- [fill in]

## WHEN
Session windows, track condition (dry, damp, wet), light, wind limit (kt), the flags and what each means to the car.

- [fill in]
case · THE SHEET CHECKED: EVERY SECTION FILLED, EVERY NAMED HAZARD WITH A MITIGATION AND AN OWN
$ python3 scripts/av_racing_car.py case domain.md
FAIL · 0/100 · 10 hazards checked
  section not filled: WHERE
  section not filled: WHEN
  section not filled: WHAT
  section not filled: WHO
  hazard without a mitigation and an owner: a person on the circuit
  hazard without a mitigation and an owner: telemetry loss at speed
  hazard without a mitigation and an owner: a brake or tyre failure
  hazard without a mitigation and an owner: a car ahead stopping on the racing line
  hazard without a mitigation and an owner: debris after a contact
  hazard without a mitigation and an owner: a wet patch on a dry track
  hazard without a mitigation and an owner: the remote stop failing
  hazard without a mitigation and an owner: the pit-lane entry at speed
  hazard without a mitigation and an owner: a flag missed by the car
  hazard without a mitigation and an owner: recovery crew on the track
  section not filled: Fallback
  section not filled: Out Of Domain
  sign-off missing: Race control
  sign-off missing: Safety lead
  sign-off missing: Team principal
  sign-off missing: The circuit authority (reference)
(the blank sheet fails, section by section — as it should)
$ (the blank sheet fails, section by section — as it should)
(the sheet filled by the programme — here with the studio's own example lines, for the record; the real sheet
$ (the sheet filled by the programme — here with the studio's own example lines, for the record; the real sheet is the team's)
case · THE SHEET CHECKED: EVERY SECTION FILLED, EVERY NAMED HAZARD WITH A MITIGATION AND AN OWN
$ python3 scripts/av_racing_car.py case domain.md
PASS · 100/100 · 10 hazards checked
case · THE SHEET CHECKED: EVERY SECTION FILLED, EVERY NAMED HAZARD WITH A MITIGATION AND AN OWN
$ python3 scripts/av_racing_car.py case thin.md
FAIL · 92/100 · 10 hazards checked
  hazard not addressed: a person on the circuit
(one hazard struck from the sheet: the case names it)
$ (one hazard struck from the sheet: the case names it)
log · ONE LINE ON THE RECORD THE DAY IT HAPPENS; `LOG LOG.MD REPORT` READS IT BACK BY KIND WIT
$ python3 scripts/av_racing_car.py log log.md add test · the written route · a dry run with the watch, nobody aboard · completed · none
logged · test · a dry run with the watch, nobody aboard · follow-up: none
log · ONE LINE ON THE RECORD THE DAY IT HAPPENS; `LOG LOG.MD REPORT` READS IT BACK BY KIND WIT
$ python3 scripts/av_racing_car.py log log.md add disengagement · the works on the route · the watch took over · stopped at the fallback · ops lead, by Friday
logged · disengagement · the watch took over · follow-up: ops lead, by Friday
log · ONE LINE ON THE RECORD THE DAY IT HAPPENS; `LOG LOG.MD REPORT` READS IT BACK BY KIND WIT
$ python3 scripts/av_racing_car.py log log.md report
2 lines · disengagement 1, test 1 · open follow-ups 1 · oldest 2026-10-09
  OPEN · 2026-10-09 · disengagement · the watch took over · ops lead, by Friday
ready · READY OR NOT READY FOR THE NEXT STEP, WITH THE REASONS: THE CASE PASSES, NO FOLLOW-UP OP
$ python3 scripts/av_racing_car.py ready domain.md log.md
READY — on the sign-offs' word, not the card's · case 100/100 · log 2 lines · 1 open
ready · READY OR NOT READY FOR THE NEXT STEP, WITH THE REASONS: THE CASE PASSES, NO FOLLOW-UP OP
$ python3 scripts/av_racing_car.py ready thin.md log.md
NOT READY · case 92/100 · log 2 lines · 1 open
  the case does not pass: 1 fault(s), first: hazard not addressed: a person on the circuit

THE NUMBERS, NAMES AND DATES IN THESE RUNS ARE THE STUDIO’S OWN EXAMPLES, INVENTED FOR THE RECORD; NO REAL COMPANY, PERSON OR PROPERTY IS NAMED.

QUESTIONS AT THE TABLE

Asked before the wire.

What does it need from me?

Domain · where, when, what, who, fallback. It asks first for the programme's route or site survey with its date, the people who will sign, and the log as it stands — or nothing, and the card writes the blank sheet to start from.

Does it send anything anywhere?

No. The machine is a standard-library Python program that runs on your own computer and sends nothing anywhere; the words run wherever an AI reads Markdown. No server, no account, no key.

What is on the record?

The self-test (12/12) and every command run on real example inputs, pasted into WITNESS.md as they printed; the punch on the face is the SHA-256 of SKILL.md, so a downloaded copy can be checked against this room.

Can it be wrong?

Yes — it is an AI reading a text file. It reads the sheet and the log, not the car: a hazard it does not know by name passes unless the line names it. Race regulations are the series'; the card names none.

What will it never do?

It will never claim a vehicle is safe to deploy; never write code that steers, brakes, flies or dives; never stand in for a regulator or a certificate.

← AI FOR AUTONOMY · THE FLOOR →

AT YOUR ELBOW, NEVER THE BOSS · NOT LEGAL, MEDICAL, TAX OR FINANCIAL ADVICE · NOT A PAYMENT CARD · © 2026 LUND STUDIO LLC

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