Statistician and Chief Scientist at Posit (RStudio). Author of the ggplot2, dplyr and tidyverse R packages and of books on R programming and data science.

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  The Algorithm Design Manual

  Their words

  To me, this book is an illustration of the power of names. Today, in the era of Google, if you know the name of something, you can find out about it with a simple search. But if you don't know of what you're looking for, it suddenly becomes much harder to find it. Having in the back of your head the names of common algorithms that help you solve problems is really powerful.

  fivebooks.com

London-based front-end architect, web developer evangelist and cloud consultant; Microsoft MVP. Writes at praveen.science and answers on Stack Overflow.

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  Google Chrome

  Their words

  Google Chrome: What's a Web Developer without Google Chrome browser? The first thing I do with Safari is to get Google Chrome and install the latest version.

  blog.praveen.science

Associate Professor at MIT CSAIL, leading the Programming Systems Group; works on programming systems that manipulate uncertainty, from neural networks to unreliable hardware.

• Our readingkorrents.com

  Pruning cuts the parameters of a trained network by over 90% without costing accuracy, so inference gets smaller and faster for free.

  Their words

  Neural network pruning techniques can reduce the parameter counts of trained networks by over 90%, decreasing storage requirements and improving computational performance of inference without compromising accuracy.

  arxiv.org

Chief AI Scientist at Databricks, after its acquisition of MosaicML, where he was a founding team member; known for the Lottery Ticket Hypothesis from his MIT PhD (ICLR 2019 Best Paper).

• Our readingkorrents.com

  Pruning cuts the parameters of a trained network by over 90% without costing accuracy, so inference gets smaller and faster for free.

  Their words

  Neural network pruning techniques can reduce the parameter counts of trained networks by over 90%, decreasing storage requirements and improving computational performance of inference without compromising accuracy.

  arxiv.org

Alignment researcher; developed reinforcement learning from human feedback at OpenAI, founded the Alignment Research Center, and now works at the US AI Safety Institute.

From one piece Takeoff speeds 4 beliefs, in the piece's order there

• Our readingkorrents.com

  A slow takeoff is significantly more likely than a fast one: AI that is nearly as powerful will have transformed the world before the incredibly powerful kind arrives.

  Their words

  I currently think a slow takeoff is significantly more likely.

  Takeoff speedssideways-view.com

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  Technologies are almost always preceded by slightly worse versions of themselves, and there is no reason for AI to be the exception.

  Their words

  Things are usually preceded by worse versions, even in cases where there are weak reasons to expect a discontinuous jump.

  Takeoff speedssideways-view.com

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  Incredibly powerful AI will arrive into a world that is already being transformed and already alarmed, not into a world like today's.

  Their words

  In particular, this means that incredibly powerful AI will emerge in a world where crazy stuff is already happening (and probably everyone is already freaking out).

  Takeoff speedssideways-view.com

Philosopher and historian of existential risk; wrote Human Extinction, and coined "TESCREAL" with Timnit Gebru for the cluster of ideologies they argue underpins the AI industry.

From one piece Why superintelligence is a threat that should be taken seriously 2 beliefs, in the piece's order there

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  Never project human mental properties onto an artificial intelligence; the difference between the two architectures is the reason to worry, not a reason not to.

  AI alignment

  Their words

  One of the most commonly emphasized points in the AI safety literature is that one must never anthropomorphize AI—that is, don’t project human mental properties onto artificially intelligent systems.

  thebulletin.org

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  A superintelligence needs no consciousness, emotions or malice to be dangerous; a goal system slightly misaligned with ours is enough.

  AI alignment

  Their words

  A superintelligence whose goal system is even slightly misaligned with ours could, being far more powerful than any human or human institution, bring about human extinction for the very same reason that construction workers routinely slaughter large populations of ants.

  thebulletin.org

Game designer and programmer, co-founder of id Software and co-creator of Doom, Quake and Wolfenstein 3D. Now runs Romero Games in Galway, Ireland.

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  REAPER

  Their words

  I use a ton of software. Here's a list: Xcode, Pages, Numbers, Keynote, Sublime Text, Corona SDK, Unity, Final Cut Pro, Versions, Perforce, VMWare Fusion, Messages, REAPER, Transmit, Coda, Dropbox, Skype, Dashlane, Slack, Terminal, Assembla, Airmail, Spark Mail, Google Docs, Pixelmator, Pixen, TexturePacker, Particle Designer, Tiled, iTunes + Music + Match, Screenium, Steam, Twitter, Facebook.

  usesthis.com

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  Unity

  Their words

  I use a ton of software. Here's a list: Xcode, Pages, Numbers, Keynote, Sublime Text, Corona SDK, Unity, Final Cut Pro, Versions, Perforce, VMWare Fusion, Messages, REAPER, Transmit, Coda, Dropbox, Skype, Dashlane, Slack, Terminal, Assembla, Airmail, Spark Mail, Google Docs, Pixelmator, Pixen, TexturePacker, Particle Designer, Tiled, iTunes + Music + Match, Screenium, Steam, Twitter, Facebook.

  usesthis.com

Chief Scientist at Google DeepMind and Google Research, at Google since 1999, where he co-created MapReduce, Bigtable, TensorFlow and the TPU.

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  emacs

  Their words

  For writing code, I use emacs and Google's internal distributed build system (a version of which was open sourced as Bazel) and our version control system

  usesthis.com

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  LaTeX

  Their words

  For technical papers, I and my coauthors usually use LaTeX. For giving presentations, I almost exclusively use Google Slides.

  usesthis.com

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  Google Slides

  Their words

  For giving presentations, I almost exclusively use Google Slides.

  usesthis.com

Founder and chief executive of Replit. Previously an engineer at Facebook and Codecademy. Writes essays on programming, philosophy and entrepreneurship at amasad.me.

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  Rationality: From AI to Zombies

  Their words

  luckily I was aided by a few books that I recommend to anyone who wants to come to terms with this

  amasad.me

Programmer and writer on computer architecture, performance, and software reliability. He has worked on CPU design at Centaur Technology and on software at Google and Microsoft, and writes long-form technical essays at danluu.com.

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  Site Reliability Engineering

  Their words

  A description of how Google handles operations.

  danluu.com

Associate Professor at MIT EECS and Distinguished Scientist at Google DeepMind; first author of the Deep Residual Learning (ResNet) paper, among the most-cited papers of the century.

• Our readingkorrents.com

  Depth is not free: past a point, deeper neural networks are harder to train rather than simply better.

  Their words

  Deeper neural networks are more difficult to train.

  arxiv.org

Computer vision researcher and former Chief Scientist of Megvii, previously at Microsoft Research Asia; co-author of ResNet and Faster R-CNN. Died in 2022; this page reflects his complete public record.

• Our readingkorrents.com

  Depth is not free: past a point, deeper neural networks are harder to train rather than simply better.

  Their words

  Deeper neural networks are more difficult to train.

  arxiv.org