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David Smith
16.4K posts

David Smith
@revodavid
Developer Advocate for Microsoft Core AI. Tweets about AI, Data Science, R #rstats, culture, politics, gaming.
Adelaide, South Australia Katılım Nisan 2009
2.4K Takip Edilen28.6K Takipçiler
David Smith retweetledi

Working on this is part of my new job! Even more to come blogs.windows.com/windows-inside…
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David Smith retweetledi

Hot take from looking at @github Copilot telemetry: benchmarks make coding models look wildly different. Production workflows make them look much more similar. 👀
We looked at 23M+ Copilot requests and examined one simple metric: code survivability.

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David Smith retweetledi

Okay this is no longer a work in progress, very happy with the result. andymasley.com/visuals/water/

Andy Masley@AndyMasley
This is a work in progress but I made a visual that compares how much water AI and data centers use in total to other industries. Relies on a lot of botecs I justify in the methodology. andymasley.com/visuals/water/
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David Smith retweetledi
David Smith retweetledi

A few people asked me to make an image of how much irrigated farmland would use the same water required for ALL ChatGPT usage, including every part of the process. I did a botec and my best guess right now is that inference uses about as much water as training, and power generation uses ~5x as much water as the data centers themselves, so it looks something like this. The water cost of manufacturing chips is marginal compared to how much water they use over their lifetimes.

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David Smith retweetledi

"AI" is not a stochastic parrot.🦜
I wrote this piece a couple weeks ago, but it was hard for me to finish up given AI's role in society and war over the past few weeks. I should share it at some point though. Not perfect, but here it is.
@margarmitchell/no-ai-is-not-a-stochastic-parrot-a99e57766bed" target="_blank" rel="nofollow noopener">medium.com/@margarmitchel…
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David Smith retweetledi

We made a blind taste test to see whether NYT readers prefer human writing or AI writing.
86,000 people have taken it so far, and the results are fascinating. Overall, 54% of quiz-takers prefer AI. A real moment!
nytimes.com/interactive/20…
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David Smith retweetledi

Radar graphs are among the worst ideas in data visualization. The whole point of them is to show the area and you can usually reorder the labels freely in order to create a desired dramatic effect.
Two versions of the same graph:
- left one tells the story that AI is rapidly replacing whole industries
- right one shows the "jaggedness" and reinforces the idea that humans will always have something that AI won't be able to replicate


Andrew Curran@AndrewCurran_
Striking image from the new Anthropic labor market impact report.
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@chrisalbon Same here. Haven’t had this much fun coding (well, building with code) in decades.
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David Smith retweetledi
David Smith retweetledi
David Smith retweetledi
David Smith retweetledi

Do you run a popular open source project? If so you might qualify for complimentary GitHub Copilot Pro. No need to apply. Learn more here: docs.github.com/en/copilot/how…
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David Smith retweetledi

Dear developers at work,
GitHub Copilot CLI is generally available with /plan, /plugin, /resume, /review, /yolo, /models, multi-model in single request autopilot, custom agents, experimental features, and much more.
Love,
GitHub🌹
github.blog/changelog/2026…
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@burkeholland Why not both? CLI in Codespace is awesome *and* accessible from anywhere.
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David Smith retweetledi

This vintage 1938 world map is centered around Sydney, Australia. Since it was published by Qantas, it also shows travel distance to all parts of the world. Great piece. Zoomable high-res version here: buff.ly/MwTbsDf

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David Smith retweetledi
David Smith retweetledi

Never staying at an @Airbnb again. Arrived in Sydney to find our booked property was dirty, unsafe, and had one few bedrooms than advertised. Totally unlivable. We left immediately.
AirBnB’s response (paraphrased): sucks to be you!
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