p1 filters to a small set of user prompts with high variance across candidate system prompts, enabling more effective prompt optimization and better generalization than using full datasets on reasoning benchmarks.
If applicable, confirm that the answer matches expected bounds or known results
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.LG 1years
2026 1verdicts
UNVERDICTED 1representative citing papers
citing papers explorer
-
$p1$: Better Prompt Optimization with Fewer Prompts
p1 filters to a small set of user prompts with high variance across candidate system prompts, enabling more effective prompt optimization and better generalization than using full datasets on reasoning benchmarks.