Latticethe structure behind the noise

Papers Digest Topics Selected Labs Collections FAQ

Created by Flynn Lachendro

Papers Digest Topics Labs Saved

Search

Search papers, labs, and topics across Lattice.

Built by Flynn Lachendro·𝕏 / Twitter·RSS··FAQ·Glossary·Privacy

Jian-guo Han | Lattice

Jian-guo Han

Papers on Lattice

1

Total citations

0

Topics

2

h-index

1

Publication activitypapers/week, last 8 weeks

Research focus

Eval Frameworks & Benchmarks (1)Scalable Oversight & Alignment Theory (1)

Frequent co-authors

Jiangang Han (1)

Papers (1)

Jul 15, 2026

Jian-guo Han +1Jul 15, 2026

Partially Correlated Verifier Cascades in LLM Harnesses: Concave Log-Odds, Polynomial Reliability, and Blind-Spot Ceilings

Reliability in LLM verification cascades can saturate below 1, revealing that adding more gates isn't always the solution—decorrelation is key.

Jian-guo Han, Jiangang Han

Eval Frameworks & Benchmarks Scalable Oversight & Alignment Theory