Turned 16 overlapping eval cases into a labeled scam detection set — 3.4M tokens

Turned 16 overlapping eval cases into a labeled scam detection set

unfooled

ONE-SHOT

Biggest session this week

3.4M tokens

3.4Mtokens

1prompts

45:23:41time

Claude Codeclaude-opus-5$40.63

Replaced 16 overlapping eval cases with a labeled set of scams and sketchy-but-legit messages.

Tokens / prompt3.4M

Cache hit91%

Burn rate$0.90/hr

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