Real ChatGPT answer · index seedhTcxJUJ27d0completeB2B software · cybersecuritycomparison

How can our small DevOps team stop getting so many false positive alerts from our vulnerability scanner without turning off important checks?

ChatGPTgpt-61 query10/31/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
How can our small DevOps team stop getting so many false positive alerts from our vulnerability scanner without turning off important checks?
1 real search · 1 real-search pass
vulnerability scanner false positives triage suppression policy reachability vendor backported fixes DevOps best practices Trivy ignore policy OWASP dependency check suppressionGoogle ↗
OBSERVEDReason

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 (1)
Short factOther / navigationalComparisonConsequenceReason100%DefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 1 of 1 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT1 real searches · gpt-6
vulnerability scanner false positives triage suppression policy reachability vendor backported fixes DevOps best practices Trivy ignore policy OWASP dependency check suppression Google ↗
  1. Vulnerability Management · owasp.github.io
  2. Vulnerable Dependency Management · cheatsheetseries.owasp.org

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
vulnerability scanner false positives triage suppression policy reachability vendor backported fixes DevOps best practices Trivy ignore policy OWASP dependency check suppression
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1