100,000 viral posts in 20.4 seconds
Claude Opus 5 on the same corpus and clock got through 214 posts for $0.98, which he puts at about 680 times the cost per post.
CA clean typed decision with low volume or low value, or too vague to act on.2.83
Key facts
- Vertical
- Agencies, media & creators
- Function
- Social & creator
- Status
- Seen in the wild
- Volume
- occasional
- Value
- meaningful
- Risk
- low
- Evidence
- built and shown
- Flags
- check-fit
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 “100,000 viral posts in 20.4 seconds”?",
"input": "<input to classify>",
"output": "one label from a fixed list"
}Related use cases
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