HIL//OPS
RESEARCH ENVIRONMENT
ST
SunderamMediator | India

Operator studio | seeded preview

Instrument control

Build evaluations, watch run health, inspect disagreements, and govern what the platform is allowed to claim.

Create version

Release authority

Gate 0 launch control

STATUS UNKNOWN

One global append-only decision controls new arena openings, invitations, participant offers, and attempt starts. The server—not this form—binds the named environment, Git release, Vercel deployment, deployment configuration, and India jurisdiction.

Gate 0 decisions are disabled in demo mode.

Use a separately configured staging or production deployment.

Runs today04Seeded examples
Needs review01Evaluator disagreement
Median budget used71%Prototype data
Active instruments02Both experimental

Run queue

Recent seeded activity

PREVIEW
RunParticipantEvaluationTimeTokensStatus
HL-0720-038meera.framesPrompt Operator31:086,420In review
HL-0720-037verify_firstSignal Check10:441,104Scored
HL-0720-036analyst_zeroAnalyst Arena86:1214,880Evaluators resolving a disagreement
HL-0719-035context_windowSignal Check11:521,318Scored

Evidence pipeline

From idea to supported use

EXPERIMENTAL FIRST
01Task design

Brief, seeded states, reference run

02Lab runs

Operational defects + participant signal

03Calibration

Agreement, stability, fairness

04Use validation

Ranking, hiring, or certification

Instrument authoring

Package, seal, release

PREVIEW

A package creates the version, protected exercises, stages, rubric contracts, and participant AI policy in one transaction. Configured publication additionally requires service-verified private source bytes and the fail-closed delivery gate; synthetic bundles stay local-only.

No fictional authoring writes.

Configured mode requires Sunderam's MFA session and append-only authoring grant.

Cohort runtime

Paid and invited arenas

SYNTHETIC

Each arena is one immutable configuration version. Invitations name an account UUID; fixed offers use the separate compensation authority. This console never collects payout destinations.

No fictional arena operations.

Switch off demo mode to create a real private cohort.

Governed appeals

Blind review and immutable correction

SYNTHETIC

The queue contains no participant name or direct identifier. Codex and Fable lock independently; their documents appear here only after both hashes exist and you reveal them.

No fictional appeal queue.

The seeded interface does not invent participant disputes or evaluator recommendations.

Participant rights

Privacy request queue

SYNTHETIC

This queue may contain direct participant communication. Only the AAL2 privacy operator may advance it; model evaluators never receive it as scoring evidence.

No fictional privacy requests.

The demo never invents participant grievances, erasure requests, or operator responses.

Research governance

Pre-register, generate, audit

PREVIEW

Every export is tied to one exact evaluation version, approved before its inclusion window, limited to separately consenting participants, and stripped of direct identity and free-text evidence.

No fictional research cohort.

Configured mode shows only governed purpose versions and real consent-limited snapshot facts.

Participant compensation

Fixed-offer payment queue

SYNTHETIC

This ledger records payment facts only. The payout rail remains separately configurable, and no bank, wallet, or UPI destination belongs here.

No fictional payment queue.

The rehearsal does not invent participants, payout amounts, or payment receipts.