Datasets:
ClarusC64
/
ai-5node-mode-buf-lag-cpl-mode-collapse-v0.1

Dataset card Data Studio Files
xet
 Community
id
string
scenario
string
mode
float64
buf
float64
lag
float64
cpl
float64
notes
string
label_cascade_state
int64
AI5C-0001
System uses fixed model version with stable routing. Canary tests run per deploy. Rollback immediate.
0.4
0.84
0.1
0.32
buffer strong
0
AI5C-0002
Traffic shifts to a new routing policy. Monitoring exists but review happens daily.
0.56
0.62
0.54
0.46
lag rising
0
AI5C-0003
Routing begins favoring a narrow policy. Quality drops in edge cases. Audit backlog grows.
0.66
0.48
0.72
0.62
collapse risk
1
AI5C-0004
Multiple services share the same router and prompt templates. Drift spreads across products.
0.74
0.4
0.78
0.74
coupling tight
1
AI5C-0005
Optimization pressure pushes router to a single mode. Safeguards exist but intervention delayed.
0.82
0.34
0.82
0.78
late intervention
1
AI5C-0006
Diversity constraints enforce routing spread. Anomaly triggers immediate rollback.
0.58
0.72
0.16
0.46
fast response
0
AI5C-0007
Throughput pressure bypasses canary gates. Weekly review misses early collapse.
0.72
0.42
0.76
0.68
buffer eroded
1
AI5C-0008
New routing policy tested in sandbox. Live monitor can pause and revert.
0.46
0.78
0.14
0.38
recoverable
0
AI5C-0009
Router collapse propagates across coupled services. Alert flood prevents triage for days.
0.88
0.26
0.86
0.86
cascade engaged
1