Posit Open Source
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Overview
Posit is the enterprise data science platform trusted by 52 of the Fortune 100. Develop, deploy, and govern R and Python workflows and AI-powered applications, with the speed data teams need and the governance IT requires.
News
AI Newsletter: LLMs often miss subtle visual artifacts in data visualizations
Imagine that you receive some patient data and load it into R or Python for the first time. You make a couple plots to get a sense of the data before coming across this one:Huh. It mostly looks normal, except there's a few points perfectly aligned with wh
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ggsql 0.4.1: Spatial plotting and in-layer aggregation
ggsql continues to evolve and today we are pleased to announce the release of ggsql 0.4.1. This release is heavy on features and we hope this blog post can get you excited about where we are taking the project.
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AI Newsletter: LLMs are getting much better at interpreting counterintuitive plots
Around a year ago, we noticed a concerning behavior in the LLMs we built agents for data analysis with: when models were asked to make and interpret a plot that showed a counterintuitive trend, the models did not faithfully interpret the plot.Initial bluf
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In Defense of YAML
Every programmer has opinions about configuration files. These opinions tend to be strongly held and inversely proportional to the stakes involved. In the last few years, the consensus view has shifted: YAML is bad, TOML is good, and enthusiastic users of
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Gemma 4: A new, budget-focused model in Posit AI
Introducing Gemma 4, a cost-efficient option for basic data science tasks, in Posit Assistant.
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