What are the main problems people face when using automated vulnerability assessment tools on modern cloud hosting platforms like Google Cloud?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What are the main problems people face when using automated vulnerability assessment tools on modern cloud hosting platforms like Google Cloud?
2 real searches · 1 real-search pass
Google Cloud vulnerability assessment scanning limitations dynamic cloud assets containers IAM misconfiguration Security Command Center documentationGoogle ↗
OBSERVEDReason
Google Cloud Security Command Center vulnerability findings coverage limitations container scanning VM Manager vulnerability reports official documentationGoogle ↗
OBSERVEDConsequence
Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.
Query classes
Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.
ChatGPT real searches (2)
Classes come from the query-classifier (a local Laya model). 2 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT2 real searches · gpt-6
Google Cloud vulnerability assessment scanning limitations dynamic cloud assets containers IAM misconfiguration Security Command Center documentation Google ↗
Google Cloud Security Command Center vulnerability findings coverage limitations container scanning VM Manager vulnerability reports official documentation Google ↗
- Enable and use Vulnerability Assessment for Google Cloud | Security Command Center | Google Cloud Documentation · docs.cloud.google.com
- Assess software vulnerabilities overview | Security Command Center | Google Cloud Documentation · docs.cloud.google.com
- Vulnerability Assessment capabilities · docs.cloud.google.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Google Cloud vulnerability assessment scanning limitations dynamic cloud assets containers IAM misconfiguration Security Command Center documentation OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
Google Cloud Security Command Center vulnerability findings coverage limitations container scanning VM Manager vulnerability reports official documentation OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 |