Real ChatGPT answer · index seednyMkYsrLhaocompleteB2B software · AI and automation toolsinformational

What steps should I take to prevent prompt injection vulnerabilities when letting my teenagers use custom AI homework helpers?

ChatGPTgpt-62 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What steps should I take to prevent prompt injection vulnerabilities when letting my teenagers use custom AI homework helpers?
2 real searches · 1 real-search pass
OWASP Top 10 for LLM Applications prompt injection prevention official guidanceGoogle ↗
OBSERVEDInstruction
NIST AI prompt injection generative AI security guidance officialGoogle ↗
OBSERVEDInstruction

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)
Short factOther / navigationalComparisonConsequenceReasonDefinitionInstruction100%Yes / no

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
OWASP Top 10 for LLM Applications prompt injection prevention official guidance Google ↗
NIST AI prompt injection generative AI security guidance official Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
OWASP Top 10 for LLM Applications prompt injection prevention official guidance
OBSERVED
Google ↗
AI Mode ↗
—Instruction——1x
of 1
NIST AI prompt injection generative AI security guidance official
OBSERVED
Google ↗
AI Mode ↗
—Instruction——1x
of 1