UK-based independent AI efficiency projectEvidence before claims ยท 2026

Live Lab

Public-safe ยท read-only ยท no execution controls

This page is the public-facing view of the existing KD Worker Dashboard export contract. It never starts, pauses, resumes or controls a worker. It only displays fields explicitly present in the allowlisted export; missing information remains UNKNOWN.

AGGREGATE ONLY ยท NO PER-JOB SOURCE

Latest available safe snapshot

Source
KD Worker Dashboard ยท PUBLIC_SAFE telemetry schema V13
Snapshot captured (UTC)
2026-10-02 19:27:17
Coverage
AGGREGATE_ONLY_NO_PER_JOB_SOURCE
Active lane count at snapshot
3 (aggregate only; no lane names exposed)
Approved public job rows in that export
0
Live refresh on this site
Not connected; this page is a dated snapshot, not a current-state stream.

No job cards are shown. The approved export contained no per-job rows. Provider/model activity, phase, elapsed runtime, expected range, tokens, context, waits, verifier, callback, human intervention and result are therefore UNKNOWN hereโ€”not zero and not inferred from aggregate system health.

What is needed for a live per-job view

The existing Worker Dashboard exposes the public-safe export only through a loopback-only, read-only local API. That endpoint is not reachable from this public WordPress site, and the latest export has aggregate coverage only. No second telemetry store, public progress percentage or worker-control endpoint has been added. A live view can update once the existing dashboard supplies an approved HTTPS public-safe feed with reviewed per-job rows.

Safety and interpretation

  • Raw logs, prompts, messages, credentials, process IDs, private paths, customer data and authentication details are never rendered.
  • Only the strict public-safe V13 allowlist is eligible; its source currently supplies no per-job records.
  • Elapsed time alone is not progress. Any later progress indicator must be grounded in a verified milestone, never a guessed percentage.
  • Synthetic tests and historical observations will be labelled separately from current production jobs.