Sensitive-data leak in Slack

Judges: message and file text. Questions: noul:contains_credentials; noul:contains_customer_pii. Action: Code deletes or hides and notifies author.

STop tier. Meets A, and the payoff is major with high confidence.4.77

Key facts

Vertical
Cross-industry
Function
Agents & dev
Status
Idea
Volume
routine
Value
major
Risk
high
Evidence
—
Flags
human-review

Build this with a classifier

Define a typed decision with a bounded answer, then evaluate it on examples.

{
  "decision_type": "yes_no",
  "question": "Does this input match the decision in “Sensitive-data leak in Slack”?",
  "input": "<input to classify>",
  "output": "yes | no"
}

Related use cases

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