Live hub operations · public read-only view

The live hub. Not the model chat UI.

This is what the public hub actually does: receives anonymized signals, watches public sources, queues curator review, and signs corridor packs. None of these surfaces show worker messages or model conversations. because the hub never receives them.

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Looking for the model demo?

The grounded answer demo runs in the Kaggle harness notebook and on local DueCare deployments. The dashboard below is the coordinator: pack signing, signal aggregation, and source-watcher status. See architecture →

Live hub operations overview

Public read-only view Live · 26s ago
Anonymized signals · 7d 14,326 ▲ 8.1% vs prior 7d
Vetted packs · live 8 0 new this week
Curator queue · pending 12 ▲ 3 new proposals
PII rejections · 7d 317 ▼ 4.2% vs prior 7d

Signal volume · hourly · last 28 hours

all corridors · post-anonymizer-gate
< 200 / hr 200–800 / hr > 800 / hr x-axis: hours UTC · 28 → now

Corridor × rule-family heatmap

last 7d · k-anon ≥ 30
Recruit
Wage
Hours
Doc
Coerce
Cond.
Grieve
qa-np
5
3
2
4
3
2
1
sa-bd
4
4
3
3
2
3
1
ae-ph
3
2
2
3
1
2
2
my-id
4
3
3
2
2
3
1
sg-mm
2
2
1
1
·
1
·
kr-vn
2
3
2
1
·
2
1

Cell intensity = relative signal volume after anonymization. No cell exposes individual cases; values shown are bucketed deciles.

Curator queue · pack-update proposals

12 pending · oldest 14h ago

pack/qa-np · §3.7 · passport retention scope expanded

monitor-04 · 2026-05-08 09:14 UTC · src.gov.qa.labor
Sign in to review

pack/sa-bd · §4.2 · monthly wage index updated

monitor-02 · 2026-05-08 06:47 UTC · src.gov.sa.hrsd
Sign in to review

pack/ae-ph · §6.1 · grievance pathway URL change

monitor-04 · 2026-05-07 23:02 UTC · src.gov.ph.poea
Sign in to review

jurisdiction/ilo · C189 cross-link added to recruit pack family

monitor-01 · 2026-05-07 18:33 UTC · src.ilo.c189
Sign in to review

▸ Anyone can view the diffs. Only curators with signed keys can promote.

Audit log · last 14 events

public · append-only · /audit
12:48:14SIGNpack/qa-np@2026.05.06 promoted by curator-04
12:47:02SIGsignal accepted · fee_request × qa-np × construction
12:46:58DENYPII pattern at gate · field=name · stripped
12:46:51SIGsignal accepted · withheld_wages × sa-bd × construction
12:46:32DENYfree-text > 64 chars · rejected at gate
12:46:17SIGsignal accepted · passport_handover × qa-np × construction
12:45:50PROPresearch monitor proposed pack/sa-bd §4.2 update; queued
12:45:13SIGsignal accepted · overtime_unpaid × my-id × plantation
12:44:56PULLpack/ae-ph@2026.05.01 fetched by partner.ngo.mfa
12:44:32SIGsignal accepted · contract_substitution × qa-np × service
12:44:08DENYk-anon < 30 · signal deferred
12:43:51SIGNpack/kr-vn@2026.04.30 promoted by curator-02
12:43:22SIGsignal accepted · rest_day_denied × my-id × manufacturing
12:42:59DENYPII pattern at gate · field=phone · stripped
×

Sensitive data handling · what this dashboard cannot show

Worker messages, model chat transcripts, individual case files, names, phone numbers, and employer identities are not stored by the hub. There is nothing here to display, even with a sign-in.

Read sensitive-data rules →