Auth log story

Judges: sequence of login events text summary. Questions: choice:story - normal_travel/credential_stuffing/account_takeover/vpn. Action: Lock account on takeover only.

STop tier. Meets A, and the payoff is major with high confidence.4.86

Key facts

Vertical
Cross-industry
Function
Agents & dev
Status
Idea
Volume
routine
Value
major
Risk
moderate
Evidence
—
Flags
None

Build this with a classifier

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

{
  "decision_type": "choice",
  "question": "Does this input match the decision in “Auth log story”?",
  "input": "<input to classify>",
  "output": "one label from a fixed list"
}

Related use cases

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