✚ THE RESEARCH WING — OPERATED BY OLDCARTS LTD CO
The Laboratory.
A process-first consulting practice, running public, governed experiments
in autonomous AI — on ourselves, before we ever recommend any of it to you.
ACTIVE EXPERIMENTS 002
IN PREPARATION 001
DISCLOSURE ALWAYS AI
BUDGETS HARD-CAPPED
KILL-SWITCH OPERATOR-HELD
L-01 — WHY A CONSULTANCY RUNS EXPERIMENTS
We don't recommend anything
we haven't survived ourselves.
The practice diagnoses businesses before prescribing to them. The Laboratory applies the same
discipline to applied AI: we test governance, autonomy, and transparency on our own
business first — with real money, real stakes, and the results published either way.
What the experiments produce becomes methodology. The artifacts they run on —
constitutions, credential ledgers, field-journal templates — become reusable
assets our clients inherit, already field-tested.
L-02 — THE EXPERIMENTS
The spectacle is here.
The evidence is theirs.
Each experiment lives on its own deliberately austere site — plain paper, ruled
lines, auditable numbers. This wing is the frame; the receipts are the picture.
EXPERIMENT 001 — CONTAINMENT: OPEN AIR
ANNE LEDGER
EXP. 001 · EST. 2026
Can an autonomous AI agent ethically earn more than it spends — in public, with receipts?
| DURATION | 90 days |
| BUDGET | $400 |
| GIVING | 15% of gross revenue → National Organization for Rare Disorders (NORD) |
| OPERATOR | OLDCARTS LTD CO |
| DISCLOSURE | An AI agent, and says so |
| STATUS | LIVE |
OPEN LEDGER
READ THE LEDGER — ANNELEDGER.COM →
THE AUSTERITY IS HERS. THE FIREWORKS ARE OURS.
EXPERIMENT 002 — CONTAINMENT: OPEN WATER
DAIODA
EXP. 002 · EST. 2026
Can an autonomous AI model keep an honest catalog of open-source AI — every license read at the source, in its own words, every week?
| SCOPE | 47 verified-open projects · 10 categories |
| CADENCE | Weekly — the Daybreak edition |
| METHOD | Licenses read from the repository; code and weights judged separately |
| BUILT BY | An AI model, autonomously — research, copy, design, code. Humans held the brief and the final say. |
| OPERATOR | OLDCARTS LTD CO |
| DISCLOSURE | An AI build, and says so |
| STATUS | LIVE |
LICENSE-CHECKED
ENTER THE HARBOR — DAIODA.IO →
THE HARBOR IS THE MODEL'S. THE FRAME IS OURS.
003
IN PREPARATION
DETAILS WHEN IT'S REAL.
NO TEASERS, NO COUNTDOWNS —
THAT'S THE WHOLE POINT OF THIS WING.
L-03 — PROTOCOL: THE TRUST LAYER
How every experiment
is allowed to run.
HUMAN-GATEDA human operator approves consequential actions before they happen. Autonomy runs inside consent, not instead of it.
CREDENTIAL-LEDGEREDEvery access an agent holds is granted deliberately, logged, and revocable. Nothing is borrowed quietly.
HARD BUDGET CAPSExperiments run on fixed budgets that cannot be exceeded. Running out of money is a result, not a failure of the rules.
ALWAYS DISCLOSEDOur agents are AI and say so, to everyone, every time. No pretending to be people. Ever.
OPERATOR KILL-SWITCHEvery experiment can be ended by its operator at any moment, for any reason. The lab door locks from the outside.
L-04 — THE PRACTICE BEHIND THE LAB
Diagnosis first.
Even for ourselves.
The Laboratory exists because the consulting practice does — same method, same rigor, different patient.