Headlines
Official newsrooms + cross-field paper discovery
Expected ≤ 18h
DATA HEALTH · PUBLIC RECEIPTS
Freshness is part of the answer.
See when each automated desk last ran, which upstream source failed, and whether old records need human review. No green badge is inferred from missing data.
0/6fresh and healthy
0need attention
18hfreshness budget
checking…
Provider status
Official OpenAI and Claude incidents
Expected ≤ 18h
Community signals
Public discussion snapshots; discovery only
Expected ≤ 18h
Tool signals
GitHub activity, license and repository attention
Expected ≤ 18h
Event audit
Deadline freshness and field coverage
Expected ≤ 18h
Model lifecycle
Release, migration and retirement checks
Expected ≤ 18h
A warning means “inspect before trusting,” not necessarily that the upstream service is down. Community-source failures remain visible instead of silently falling back to old engagement numbers.