---
title: "Reproduction logbook — Learning Randomized Reductions"
emoji: 🔬
colorFrom: indigo
colorTo: purple
sdk: static
pinned: false
short_description: Official CSV reaggregation of the Agentic Bitween claim
tags:
  - icml2026-repro
  - paper-hCAEcqig2C
---

# Reproduction - Learning Randomized Reductions

Independent correlated-sample audit, a fresh pinned rerun of all 80
V-Bitween-LR programs, an exact primary-table and Claim A.1 audit, and a
paired 80-function agentic-versus-pure-neural replication with a pinned local
Qwen3.6 model.