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Publish capability-audited Card Corpus V2 229k
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Card Corpus V2 family roadmap

Rows audited: 229,026 Gate implementation: 52/52 Tokenizer execution: all families Split execution: passed

Priority Family Rows Behavior Integrity Distribution Near duplicates Length Splits Tokenizer
PASS brainstorming_creativity 384 passed passed
PASS casual_conversation 52,794 passed passed
PASS context_clarification 9,216 passed passed
PASS conversation_empathy 2,048 passed passed
PASS critique_revision 64 passed passed
PASS explanation_learning 36,040 passed passed
PASS extraction_classification 3,456 passed passed
PASS grounded_qa 4,608 passed passed
PASS planning_comparison 384 passed passed
PASS practical_action 384 passed passed
PASS reasoning_verification 108,000 passed passed
PASS safety_uncertainty 3,072 passed passed
PASS summarization_synthesis 4,096 passed passed
PASS troubleshooting 384 passed passed
PASS writing_transformation 4,096 passed passed

Measured rates

Family Prompt copy Internal repeat Abstract rubric Prompt collision Final collision
brainstorming_creativity 0.0% 0.0% 0.0% 0.0% 9.1%
casual_conversation 1.5% 0.2% 0.2% 7.8% 8.8%
context_clarification 0.0% 0.0% 0.0% 6.7% 5.1%
conversation_empathy 0.0% 0.0% 0.0% 0.0% 0.0%
critique_revision 0.0% 0.0% 0.0% 0.0% 0.0%
explanation_learning 0.0% 0.0% 8.0% 0.7% 8.1%
extraction_classification 0.0% 0.0% 0.0% 0.0% 0.0%
grounded_qa 0.0% 0.0% 0.0% 4.5% 3.5%
planning_comparison 0.0% 0.0% 0.0% 0.0% 0.0%
practical_action 0.0% 0.0% 0.0% 0.0% 0.0%
reasoning_verification 0.0% 0.0% 0.0% 0.8% 4.8%
safety_uncertainty 0.0% 0.0% 0.0% 0.0% 0.0%
summarization_synthesis 0.0% 0.0% 0.0% 0.0% 4.9%
troubleshooting 0.0% 0.0% 0.0% 0.0% 0.0%
writing_transformation 0.0% 0.0% 0.0% 0.0% 3.5%

Family actions

PASS — brainstorming_creativity

PASS — casual_conversation

PASS — context_clarification

PASS — conversation_empathy

PASS — critique_revision

PASS — explanation_learning

PASS — extraction_classification

PASS — grounded_qa

PASS — planning_comparison

PASS — practical_action

PASS — reasoning_verification

PASS — safety_uncertainty

PASS — summarization_synthesis

PASS — troubleshooting

PASS — writing_transformation