Episode #230: marimo: Reactive Notebooks and Deployable Web Apps in Python - The Real Python PodcastThe marimo notebook improves Python development by eliminating hidden states and enhancing reproducibility with a structured, clear framework.
Ensuring Reproducibility in AI Research: Code and Pre-trained Weights Open-Sourced | HackerNoonThe research emphasizes the importance of reproducibility in AI methodologies and promotes open access to code and resources for further study.
Episode #230: marimo: Reactive Notebooks and Deployable Web Apps in Python - The Real Python PodcastThe marimo notebook improves Python development by eliminating hidden states and enhancing reproducibility with a structured, clear framework.
Ensuring Reproducibility in AI Research: Code and Pre-trained Weights Open-Sourced | HackerNoonThe research emphasizes the importance of reproducibility in AI methodologies and promotes open access to code and resources for further study.
'Doing good science is hard': retraction of high-profile reproducibility study prompts soul-searchingThe retraction of a prominent reproducibility study reveals significant challenges in scientific research integrity and the effectiveness of preregistration.
Using AI in science can add to reproducibility woesAI in science can hinder reproducibility due to lack of documentation and understanding of AI tools, leading to concerns about the robustness of AI-based discoveries.
Cash for catching scientific errorsScience needs enhanced error detection methods to improve reliability.The ERROR project aims to systematically identify and correct research mistakes.
Using AI in science can add to reproducibility woesAI in science can hinder reproducibility due to lack of documentation and understanding of AI tools, leading to concerns about the robustness of AI-based discoveries.
Cash for catching scientific errorsScience needs enhanced error detection methods to improve reliability.The ERROR project aims to systematically identify and correct research mistakes.
AAAI-25 Main Technical: Call for Papers - AAAIPlagiarism involving text from LLMs is prohibited, except for experimental analysis. AI systems like ChatGPT cannot be used as citable sources. Allegations will be rigorously investigated.
Large Language Models for Code: Exploring the Landscape, Opportunities, and ChallengesGitHub Copilot introduced a breakthrough in large language models for code, improving engineer productivity by reducing code iterations.
Apple Open-Sources One Billion Parameter Language Model OpenELMOpenELM, Apple's Transformer-based language model, uses scaled-attention mechanism, outperforms similar models with fewer tokens, and is reproducible by anyone.
Reusable research Birds of a Feather session at Scipy 2023: Solutions and toolsNotebooks should not be considered a unit of reproducible research, complete software projects are more suitable.Tools like Papermill and Devcontainers can aid in parameterizing and executing notebooks programmatically.