Pith. sign in

Title resolution pending

He, Yufei, Liu, Juncheng, Liu, Yue, Li, Yibo, Cao, Tri, Hu, Zhiyuan

1 Pith paper cite this work. Polarity classification is still indexing.

1 Pith paper citing it
browse 1 citing papers

Title metadata for this work has not finished resolving. The hub is built from the citation graph; the title resolver retries DOI and OpenAlex on its next pass.

fields

cs.SE 1

years

2026 1

verdicts

CONDITIONAL 1

representative citing papers

TTHE: Test-Time Harness Evolution

cs.SE · 2026-07-09 · conditional · novelty 6.0

An LLM agent can improve itself at test time by rewriting its surrounding executable harness from unlabeled traces, using only proxy signals and a frozen model.

citing papers explorer

Showing 1 of 1 citing paper.

  • TTHE: Test-Time Harness Evolution cs.SE · 2026-07-09 · conditional · none · ref 18

    An LLM agent can improve itself at test time by rewriting its surrounding executable harness from unlabeled traces, using only proxy signals and a frozen model.