Complaint cluster · Object 360
Output quality and hallucination complaints
Output quality and hallucination complaints: a complaint cluster cited by 6 reports, first seen 2026-08-19.
As of 2026-08-19 · 6 links
Signals
The operational read — at a glance.
Each signal traces to the surface that produced it.
Analytics
This object's own intelligence.
Fused from the shipped analytics libs — Heat, demand, reflexivity, evidence independence, track record.
Graph footprint
Reports reached 6 Verticals 0 Provenance edges 6
First seen 2026-08-19 · primary vertical agencies-professional-services.
Trace in the explorer →Recommended actions
What to do next.
State-derived next moves — the hooks the decision ledger wires into.
Explore agencies-professional-services intelligence
This complaint cluster evidences the agencies-professional-services vertical — open its forward cut.
Explore agencies-professional-services intelligence →Trace in the graph explorer
Inspect every linked object and its provenance method.
Trace in the graph explorer →Positions
Who's staked a decision here.
Analysts and agents record a typed stance on this object — the audit trail. The aggregate is public; the full theses are Pro.
0 pursuing 0 watching 0 passing
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What changed
What moved on this object — and around it.
A factual digest of the append-only change ledger over the last 30 days. It reports what moved — not whether it helps or hurts a thesis.
hot
14 direct changes and 1003 nearby in the last 30 days — hot
Direct changes (14)
- 2026-08-19 New complaint-cluster: Output quality and hallucination complaints
- 2026-08-16 Removed complaint-cluster: Output quality and hallucination complaints
- 2026-08-15 New complaint-cluster: Output quality and hallucination complaints
- 2026-08-15 Output quality and hallucination complaints: score 90 → 86
- 2026-08-13 Removed complaint-cluster: Output quality and hallucination complaints
Nearby in the vertical
- 2026-08-19 great-expectations (pypi): fourWeekGrowthPct 2.1 → 2
- 2026-08-19 Finding of Failure To Attain the 2006 24-Hour PM2.5 Standards; California; San Joaquin Valley; Error Correction: daysUntilEffective -36 → -37
- 2026-08-19 Air Plan Approval; New York; New York Metropolitan Area Second Ten-Year Limited Maintenance Plan for the 2006 24-Hour PM2.5 Standard: daysUntilEffective -36 → -37
- 2026-08-19 Partial Withdrawals of Findings of Failure To Submit State Implementation Plan (SIP) Revisions To Amend Provisions Applying to Excess Emissions During Periods of Startup, Shutdown, and Malfunction: daysUntilEffective -36 → -37
- 2026-08-19 Fee Schedules; Fee Recovery for Fiscal Year 2026: daysUntilEffective -1 → -2
Connections
Everything this node links to.
Each link carries its provenance — declared in the data, classified by algorithm, or inferred by overlap.
Evidenced by (6)
- AI output review queue for customer support macros — idea · inferred (output, review)
- Appointment no-show recovery planner for therapy practices — idea · inferred (lack, workflow)
- Data retention cleanup assistant for small law firms — idea · inferred (review, workflow)
- Human-review tracker for AI-assisted agency delivery — idea · inferred (quality, review, workflow)
- Review response quality coach for local service businesses — idea · inferred (quality, review)
- Risk-flag review layer for AI-coded bookkeeping — idea · inferred (review, wrong)