» Tag
reproducibility
6 postsMaith: A Disciplined Framework for AI-Assisted Math Research
Maith is an open-source workspace enforcing rigorous proof standards when using AI to explore unsolved math problems like Riemann and P vs NP.
Principia Artificialis: A Rigorous Math Foundation for AI Research
One human and six AI systems co-author an open, reproducible research program on the mathematical foundations of AI, with verified code and kept refutations.
Uvr: A uv-Style Package Manager for R, Written in Rust
Uvr is a Rust-built, uv-inspired package and project manager for R with fast P3M binary installs, lockfiles, and built-in R version management.
CommitBrief — AI code reviews, right in your terminal
A provider-agnostic, local-first CLI that reviews your staged changes, a historic range, or a whole GitHub pull request. Zero telemetry, no server. Free and open source.
commitbrief.comWhy LLM-as-judge scores flip between identical runs
An LLM judge gate flipped between 0.79 and 0.82 on identical inputs. Sampling temperature, model drift and vague rubrics cause the jitter; k-sampling and a noise band fix it.
What We Learned from Reproducing 2,200 Papers from ICML 2026
The ICML 2026 hackathon reproduced 2,226 papers, raising questions about AI research reliability.
900 Data-Agent Runs: Insights on Accuracy, Reproducibility, and Errors
Insights from 900 data-agent runs analyzing accuracy and reproducibility in U.S. farmers markets.