https://cluster-site.onrender.com/tags/reproducibility/ Recent content in Reproducibility on Tenu Tech Brief Hugo -- 0.146.0 en-us Tue, 24 Feb 2026 06:06:04 +0000 https://cluster-site.onrender.com/posts/many-ai-analysts-one-dataset-navigating-the-agentic-data-science-multiverse/ Tue, 24 Feb 2026 05:00:00 +0000 https://cluster-site.onrender.com/posts/many-ai-analysts-one-dataset-navigating-the-agentic-data-science-multiverse/ • AI analysts replicate many‑analyst diversity at scale using large language models. • LLMs and prompt framing generate distinct analytic pipelines on the same dataset. • An AI aud https://cluster-site.onrender.com/posts/replication-study-federated-text-driven-prompt-generation-for-vision-language-models/ Tue, 24 Feb 2026 05:00:00 +0000 https://cluster-site.onrender.com/posts/replication-study-federated-text-driven-prompt-generation-for-vision-language-models/ • FedTPG introduces dynamic text-driven prompt generation for vision-language models in federated settings. • Replication evaluated on six datasets, achieving 74.58% seen, 76.00% u https://cluster-site.onrender.com/posts/the-story-is-not-the-science-execution-grounded-evaluation-of-mechanistic-interpretability-research/ Tue, 24 Feb 2026 05:00:00 +0000 https://cluster-site.onrender.com/posts/the-story-is-not-the-science-execution-grounded-evaluation-of-mechanistic-interpretability-research/ • Reproducibility crisis shows paper‑centric reviews limit research rigor. • AI agents producing research outputs amplify evaluation challenges. • Introduces execution‑grounded eva https://cluster-site.onrender.com/posts/its-not-just-timestamps-a-study-on-docker-reproducibility/ Mon, 23 Feb 2026 05:00:00 +0000 https://cluster-site.onrender.com/posts/its-not-just-timestamps-a-study-on-docker-reproducibility/ • Computer Science > Distributed, Parallel, and Cluster Computing [Submitted on 3 Feb 2026] Title:It’s Not Just Timestamps: A Study on Docker Reproducibility View PDF HTML (experim https://cluster-site.onrender.com/posts/ecofabs-could-help-fuel-ai-in-agriculture/ Thu, 22 Jan 2026 16:00:00 +0000 https://cluster-site.onrender.com/posts/ecofabs-could-help-fuel-ai-in-agriculture/ • EcoFABs are portable plastic chambers enabling reproducible plant-microbe experiments. • Global study across three continents confirmed consistent results using EcoFABs. • Open p