A confidence badge on every post
The author built an extension with Jev that scans the posts on screen in real time, classifies them into categories such as scam or slop, and shows a confidence badge next to each one.
AA clean typed decision (yes/no, a pick from a list, or a level on a scale) that is concrete, repeats routinely, and has meaningful value.4.67
Key facts
- Vertical
- Software & tech
- Function
- Social & creator
- Status
- Seen in the wild
- Volume
- high
- Value
- meaningful
- Risk
- moderate
- Evidence
- built and shown
- Flags
- None
Source: https://madewithjev.com/builds/scam-and-slop-confidence-badge
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 “A confidence badge on every post”?",
"input": "<input to classify>",
"output": "one label from a fixed list"
}Related use cases
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