Understanding #Vegetation #Sensitivity to water deficit is essential for assessing ecosystem vulnerability and adaptive capacity. So Mengdie Wang et al. explored whether the reduction of #Precipitation always suppress #VegetationProductivity.
Understanding #Vegetation #Sensitivity to water deficit is essential for assessing ecosystem vulnerability and adaptive capacity. So Mengdie Wang et al. explored whether the reduction of #Precipitation always suppress #VegetationProductivity.

The wording of natural language prompts has been shown to influence the performance of large language models (LLMs), yet the role of politeness and tone remains underexplored. In this study, we investigate how varying levels of prompt politeness affect model accuracy on multiple-choice questions. We created a dataset of 50 base questions spanning mathematics, science, and history, each rewritten into five tone variants: Very Polite, Polite, Neutral, Rude, and Very Rude, yielding 250 unique prompts. Using ChatGPT 4o, we evaluated responses across these conditions and applied paired sample t-tests to assess statistical significance. Contrary to expectations, impolite prompts consistently outperformed polite ones, with accuracy ranging from 80.8% for Very Polite prompts to 84.8% for Very Rude prompts. These findings differ from earlier studies that associated rudeness with poorer outcomes, suggesting that newer LLMs may respond differently to tonal variation. Our results highlight the importance of studying pragmatic aspects of prompting and raise broader questions about the social dimensions of human-AI interaction.
Are you always absorbing other people's emotions and feel drained all day? Then this eBook is for you.
#empath #sensitivity #eBook #emotionalabsorption #feelingdrained #
#statstab #522 Bayes Rules! Different priors, different posteriors
Thoughts: Nice illustration of how uninformative and informative priors change your posterior.
#statstab #520 ReverseโBayes methods for evidence assessment and research synthesis
Thoughts: I was reminded of this paper on assessing the evidentiary value of a finding. What do ppl think?
#bayes #inference #evidence #probability #priors #sensitivity
#statstab #519 Sensitivity Analysis and Robustness Checks
Thoughts: Multiverse analysis allows you to capture decision uncertainty.
#multiverse #jackknife #bias #robustness #sensitivity #r #outliers
https://mike-data-analysis.share.connect.posit.cloud/sensitivity-analysis-and-robustness-checks.html