Thinking about building an AI spam filter for Shopify contact forms

Thread title names a repeated moderation safety judgment: Thinking about building an AI spam filter for Shopify contact forms

CA clean typed decision with low volume or low value, or too vague to act on.3.46

Key facts

Vertical
E-commerce & retail
Function
Agents & dev
Status
Seen in the wild
Volume
occasional
Value
meaningful
Risk
low
Evidence
described plan
Flags
check-fit

Source: https://www.reddit.com/r/SaaS/comments/1qghyi4/thinking_about_building_an_ai_spam_filter_for/

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 “Thinking about building an AI spam filter for Shopify contact forms”?",
  "input": "<input to classify>",
  "output": "one label from a fixed list"
}

Related use cases

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