Real ChatGPT answer · index seedJUpJzznP81ocompleteB2B software · AI and automation toolsinformational
What are the security risks of letting an LLM access our internal Slack channels to summarize daily team updates?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What are the security risks of letting an LLM access our internal Slack channels to summarize daily team updates?
3 real searches · 1 real-search pass
OWASP Top 10 for LLM Applications prompt injection sensitive information disclosure excessive agency officialGoogle ↗
OBSERVEDConsequence
Slack API OAuth scopes conversations history private channels bot token scopes official documentationGoogle ↗
OBSERVEDOther / navigational
NIST generative AI profile data privacy prompt injection risk management officialGoogle ↗
OBSERVEDOther / navigational
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 (3)
Classes come from the query-classifier (a local Laya model). 3 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT3 real searches · gpt-6
OWASP Top 10 for LLM Applications prompt injection sensitive information disclosure excessive agency official Google ↗
Slack API OAuth scopes conversations history private channels bot token scopes official documentation Google ↗
NIST generative AI profile data privacy prompt injection risk management official Google ↗
- conversations.history method · docs.slack.dev
- Scopes · docs.slack.dev
- GitHub - GenAI-Security-Project/GenAI-LLM-Top10: OWASP Top 10 for Large Language Model Applications · github.com
- AI/LLM Application Security Testing and Red Teaming · owasp.github.io
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
OWASP Top 10 for LLM Applications prompt injection sensitive information disclosure excessive agency official OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
Slack API OAuth scopes conversations history private channels bot token scopes official documentation OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
NIST generative AI profile data privacy prompt injection risk management official OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |