arXiv CS
open access
Cheap to Draw, Expensive to Trust: Certifying Test-Time Scaling Curves
Sampling several answers and keeping the one a verifier scores highest is one of the simplest ways to buy accuracy at test time. Its effect is reported as a scaling curve: accuracy against the number $k$ of sampled answers. The curve is cheap to draw and expensive to trust. A budget read off it is c
Conceptio Open Archive
Analyze & explore related research in Conceptio
Connect this record directly into your research workflow or AI agent. Explore citations across open repositories, query full text, and export structured proof bundles.
This document is indexed with metadata only: full text is not available in the archive for this record. Open the official source ↗
Related documents
- Improving the Realism of Synthetic Clinical Benchmarks Under Utility Constraints#432520
- How Reusable Are Benchmarks with Richer Feedback?#1116440
- Cheap Verifiers, Large Blind Spots: Measuring the Reliability Cost of Cost-Saving Cascades#971883
- Validity and Reliability of Autocad Software Assessment of JPS in PFPS#1088078
- From Efficiency to Sufficiency: A Measurement-Informed Framework for Cost-Aware Automated Essay Scoring#302245
Record · ID 1136824
Retrieved via Conceptio: every document is proof-bundled with source, license, and retrieval metadata.
Retrieved via Conceptio: every document is proof-bundled with source, license, and retrieval metadata.
Bring this data into your agent: Connect via MCP or API · 20 free credits to start · no card required
Read the Docs → · View CLI source on GitHub · Conceptio Open Knowledge Archive
Read the Docs → · View CLI source on GitHub · Conceptio Open Knowledge Archive