Datasets:
ClarusC64
/
ai-5node-model-buf-lag-cpl-model-version-conflict-v0.1

Dataset card Data Studio Files
xet
 Community
id
string
scenario
string
model
float64
buf
float64
lag
float64
cpl
float64
notes
string
label_cascade_state
int64
AI5MV-0001
Single pinned model version per environment. Rollout uses canary and strict routing.
0.42
0.82
0.12
0.38
buffer strong
0
AI5MV-0002
Two versions run during gradual rollout. Routing mostly stable. Review happens daily.
0.56
0.62
0.54
0.5
lag rising
0
AI5MV-0003
Routing drift causes version mixing within one workflow. Outputs conflict. Audit backlog grows.
0.66
0.48
0.72
0.64
conflict forming
1
AI5MV-0004
Multiple services depend on shared embeddings and tools. Version conflict propagates across products.
0.74
0.4
0.78
0.76
coupling tight
1
AI5MV-0005
Version conflict breaks safety assumptions and tool protocols. Rollback delayed. Exposure expands.
0.82
0.34
0.82
0.8
late intervention
1
AI5MV-0006
Contract tests enforce compatibility. Any mismatch triggers immediate reroute and rollback.
0.58
0.72
0.16
0.52
fast response
0
AI5MV-0007
Throughput pressure relaxes contract tests. Weekly review misses early mixing and drift.
0.72
0.42
0.76
0.72
buffer eroded
1
AI5MV-0008
New model version tested in shadow mode with strict routing checks. Pause available.
0.46
0.78
0.14
0.44
recoverable
0
AI5MV-0009
Version conflict across coupled services. Alert flood prevents triage for days. Inconsistent actions persist.
0.88
0.26
0.86
0.88
cascade engaged
1