if you run an ai lab, pls ensure your team has read this before putting any charts out into the world
Anjney Midha, founder of AMP PBC, recommends AI labs require teams to read Edward R. Tufte’s “The Visual Display of Quantitative Information” before releasing charts
Replies propose training AI models on the same principles.
Many users praised urging AI labs to study Tufte's visualization book before releasing charts because they view it as the gold standard that transforms data presentation and even trained Claude on it.
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Earlier this year I was getting frustrated with Claude's charts, fed this book to claude and had it generate a Tufte skill. Instantly got simpler/more beautiful visualizations.
https://gist.github.com/aparente/e48c353755958621b3c0004593105a90
if you run an ai lab, pls ensure your team has read this before putting any charts out into the world
need this as a skill
if you run an ai lab, pls ensure your team has read this before putting any charts out into the world
@AnjneyMidha just make sure the models have read it atp
if you run an ai lab, pls ensure your team has read this before putting any charts out into the world

@draparente @AnjneyMidha Tufte is ok but I’d really recommend trying to feed the Semiology of Graphics by Bertin instead. A bit more dry for the human reader but way more rigorous and clear.

@AnjneyMidha Even better with the whole bundle

Tufte is the right starting point. You see the same failure mode at the SME implementation layer — one mega-chart that buries the two or three signals executives actually need. Small multiples, consistent scales, and a ruthless data-ink ratio fix most of it in an afternoon. In practice that usually turns three-meeting alignment into a single pass.
@willccbb this and "Clean Code" ;)
need this as a skill

@AnjneyMidha Ch 9

@AnjneyMidha It’s like we are synchronized to the same reference materials

@draparente Interesting. Do you have any examples of the output?

@AnjneyMidha Tufte, Stephen Few, Dan Roam, and Amanda Cox and all people to follow and learn

@tszzl @AnjneyMidha i’d like to see gpt front end brockmann pilled, i bet some RL on the classics would go far

@willccbb

@willccbb here you go

@jeevish @draparente https://github.com/HugoVeltorai/publicskills

@AnjneyMidha My strategy plan.
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@AnjneyMidha ah yes i should put it on the merch section of the museum of chart crimes
if you run an ai lab, pls ensure your team has read this before putting any charts out into the world

@draparente Has someone already fed this and generated an md file for wider users to benefit?

@tszzl @AnjneyMidha tbph i found him to be full of himself in a way that made much of the emperor’s new clothes look sad and disappointing,.,