DEV Community

Cover image for Studies Show Open Science Makes AI Research 3x More Reproducible, Analysis of 300+ Papers Reveals
Mike Young
Mike Young

Posted on • Originally published at aimodels.fyi

Studies Show Open Science Makes AI Research 3x More Reproducible, Analysis of 300+ Papers Reveals

This is a Plain English Papers summary of a research paper called Studies Show Open Science Makes AI Research 3x More Reproducible, Analysis of 300+ Papers Reveals. If you like these kinds of analysis, you should join AImodels.fyi or follow us on Twitter.

Overview

  • Study examining reproducibility in AI/ML research papers
  • Analysis of 300+ papers from top AI conferences
  • Evaluation of code and data availability
  • Assessment of replication difficulty levels
  • Investigation of open science practices impact

Plain English Explanation

Research in artificial intelligence often feels like a black box. This study peels back the curtain by checking how many AI research papers can actually be reproduced by other scientists. They looked at over 300 papers from major AI conferences and rated them based on whether s...

Click here to read the full summary of this paper

Image of Timescale

🚀 pgai Vectorizer: SQLAlchemy and LiteLLM Make Vector Search Simple

We built pgai Vectorizer to simplify embedding management for AI applications—without needing a separate database or complex infrastructure. Since launch, developers have created over 3,000 vectorizers on Timescale Cloud, with many more self-hosted.

Read more

Top comments (0)

Billboard image

The Next Generation Developer Platform

Coherence is the first Platform-as-a-Service you can control. Unlike "black-box" platforms that are opinionated about the infra you can deploy, Coherence is powered by CNC, the open-source IaC framework, which offers limitless customization.

Learn more

AWS GenAI Live!

GenAI LIVE! is a dynamic live-streamed show exploring how AWS and our partners are helping organizations unlock real value with generative AI.

Tune in to the full event

DEV is partnering to bring live events to the community. Join us or dismiss this billboard if you're not interested. ❤️