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Assistant Arts Professor, Game Design: NYU

The Game Design department of New York University’s Tisch School of the Arts seeks to fill a full-time faculty position starting in the 2023-2024 academic year.   Join the NYU Game Center—a passionate community of game creators, researchers, and educators who are committed to building the world’s greatest game design program, to teaching the next generation of game innovators, and to furthering games as a meaningful cultural form via game design as creative practice.   We are seeking applicants for an Assistant Arts Professor (non-tenure, continuing contract) position to start in September 2023 and serve as part of our faculty on an ongoing basis. Applicants must have professional experience in one or more of the following domains: game design, game development, and creative direction. Ideal candidates should have creatively led and released multiple game projects, whether in large-scale commercial games (AAA), indie games, and/or artistic projects centered on play. Hands-on familiarity with game engines such as Unity, GameMaker, and Unreal is preferred.   As part of Tisch School of the Arts, Game Center faculty are expected to combine teaching with an active, ongoing professional practice and/or research in the world of games. We are looking for candidates who are active participants in the field, doing original and innovative work as independent developers in solo/consulting practice or as part of larger teams. Ideal candidates would have experience speaking or writing about their own and/or other game creators’ work from a critical perspective and should be able to draw on their professional experience to create a compelling and effective learning environment. Previous teaching experience is not a requirement, but it is a strong plus. The NYU Game Center is a highly collaborative environment where decisions about the operations of the department are made collectively whenever possible; leadership and consensus-building skills are also highly valued.   We are actively seeking applicants that have a commitment to equity-forward teaching practices and who recognize and embrace the values of inclusivity and diversity, both in the classroom and in game development.   Whether you are an industry veteran with triple-A experience who wants a chance to share your knowledge of the complex craft of game development or an independent developer exploring the experimental edge of game aesthetics, we want to talk to you about joining the NYU Game Center. . Duties: Duties include teaching five courses a year, student advising, and participation in departmental and school-wide committees. On-going professional work while teaching is expected. Includes an excellent benefits package.   Applicants must provide a cover letter, full C.V., and three letters of recommendation with contact information for each recommender. All these materials must be submitted by November 1, 2022.   For more information, please visit: https://tisch.nyu.edu/faculty/faculty-positions.      Finalists will be asked to submit a portfolio of creative work, to provide selected course syllabi and teaching evaluations if applicable, and to give a short lecture on a topic of their choice to NYU Game Center students and faculty.   NYU is an Equal Opportunity Employer and is committed to a policy of equal treatment and opportunity in every aspect of its recruitment and hiring process without regard to age, alienage, caregiver status, childbirth, citizenship status, color, creed, disability, domestic violence victim status, ethnicity, familial status, gender and/or gender identity or expression, marital status, military status, national origin, parental status, partnership status, predisposing genetic characteristics, pregnancy, race, religion, reproductive health decision making, sex, sexual orientation, unemployment status, veteran status, or any other legally protected basis. Women, racial and ethnic minorities, persons of minority sexual orientation or gender identity, individuals with disabilities, and veterans are encouraged to apply for vacant positions at all levels.




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These Strange Times

This was meant to be a post about the kitchen projects I worked on during the early days of quarantine. (I know, I know, you’re mostly here for the kitchen.) Look, I did do some shit…  But it is almost impossible to talk about “quarantine projects” without sounding a little flippant about covid. Especially because […]



  • On Kicking Ass
  • Stories about Telling Stories

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No, My Kitchen Doesn’t Have a Floor (And Other True Stories)

I’ve had bare subfloor in my kitchen since one day back in 2015 when I was definitely not starting my kitchen renovation, but also happened to have a dumpster and my house and was probably drinking beer and decided to indulge in my favorite beer-drinking sport… hitting something with a hammer. Which is how this […]



  • The Farm & Very Old House

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On Kicking Ass and Using the Right Measuring Stick

Not only is it that time of year again (the one where we reflect on all the things we’ve done, and all the things we hope to do, while simultaneously being bombarded with “new year, new you” messaging, which is all just bullshit trying to get people to buy whatever weight-loss program/tea/diet crap is hip […]



  • On Kicking Ass
  • Stories about Telling Stories

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SCCM Pod-431 Hypertonic Saline in Children with Raised Intracranial Pressure

Mannitol is a commonly used osmotherapy agent in raised intracranial pressure (ICP) but the side effects are significant.




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SCCM Pod-435 Intracranial and Cerebral Perfusion Pressure Thresholds Associated with In-Hospital Mortality Across Pediatric Neurocritical Care

Targets for treatment of raised intracranial pressure or decreased cerebral perfusion pressure in pediatric neurocritical care are not well defined.




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SCCMPod-445 The Association of Workload and Outcomes in the Pediatric Cardiac ICU

Healthcare workload has emerged as an important metric associated with poor outcomes. To measure workload, studies have used bed occupancy as a surrogate. However, few studies have examined frontline clinician workload and outcomes.




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Join me at Out of Chicago IN-DEPTH and GET $50 OFF

Aug 21-23 2020 will bring you an exciting live online photography workshop weekend with 35+ advanced, exciting sessions from world-class photographers (and I still can’t believe that I got accepted to teach with them! Yey! o/) For each session, two photographers will team up to deep-dive into a topic from multiple angles. And I couldn’t … Continue reading "Join me at Out of Chicago IN-DEPTH and GET $50 OFF"

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  • Tips from the Top Floor

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915 A Cambrian Explosion

We’re at the verge of a truly fundamental shift in creativity. AI is seeping into a lot of visual fields, including visual medicine. Also Sigma’s good old Foveon sensor is seeing some new life and we’ll have a look back at the birth of a truly remarkable instant camera, the Polaroid SX-70. Topics: [NEWS, PHOTO] … Continue reading "915 A Cambrian Explosion"

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918 Getty Bans AI

Chris is catching up on the latest developments in the world of camera makers (Nikon goes 3D printing?!), new papers (awesome noise reduction), a train set with 10 miles of tracks (and photography thereof) and of one big question to Getty: is it really just about copyright questions? Really? Topics: [PHOTO, NEWS] Nikon vor 620 … Continue reading "918 Getty Bans AI"

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919 And I Froze

Chris invites you into the world of building new neural pathways by talking about one of the biggest learning experiences he had in a long time. Also: how about using video tools to inspire some new photo editing tools? Topics: [AI, PHOTO] Greg Rutkowski : Fantasy artist Greg Rutkowski is not happy. His name shows … Continue reading "919 And I Froze"

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921 Video Editing Game Changer

Chris’ main workstation is still out, but a replacement is getting closer, in form of a fan-less compact laptop that will outperform the previous iMac Pro by a decent margin. This is mainly possible thanks to your support! Topics: [PHOTO] Flat Lenses Are Here : Flat lenses are finally becoming a reality. Just not in … Continue reading "921 Video Editing Game Changer"

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929 No Drama in Photo Land

Today we’ll touch on the Adobe content analytics issue, a bit of Flickr pro drama, big movies shot on film and a really interesting firmware from Canon. Topics: [WORKSHOPS] Almost Full: Eastern European Photo Roadtrip : The September Eastern European tour is filling up. The Sep 2-11 leg has one spot left, the Sep 14-23 … Continue reading "929 No Drama in Photo Land"

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933 Hawk Birdhouse and the Mickey Mouse Camera

Presenting jam-packed newsreel, a new book, French influencer law, semantic segmentation in real-time, dpreview’s archive, a new film by Fuji, the Mickey-Mouse-Leica and DALL-E coming to a browser near you. Special guest Allan Attridge of Two Hosers fame (he now also builds furniture on YouTube) and Chris talk about life, creating youtube videos and growing … Continue reading "933 Hawk Birdhouse and the Mickey Mouse Camera"

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20-year anniversary of this blog

Our first post was twenty years ago today. It was followed by posts on The Electoral College favors voters in small states; Why it’s rational to vote; Bayes and Popper; and Overrepresentation of small states/provinces, and the USA Today effects. … Continue reading




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She wants to know what are best practices on flagging bad responses and cleaning survey data and detecting bad responses. Any suggestions from the tidyverse or crunch.io?

A colleague who works in a field that uses a lot of survey research asks: Can you recommend papers about detecting bad survey responses? We have some such methods where I work, but I’m curious what the Census Bureau and … Continue reading




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Where have all the count words gone? In defense of “fewer” and “among”

This is cranky linguist Bob. The lack of count markers is starting to bug me. To wit… Usage of “fewer” vs. “less” The prescriptive rule in English is that “fewer” applies to groups of countable objects whereas “less” applies to … Continue reading




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“Things are Getting So Politically Polarized We Can’t Measure How Politically Polarized Things are Getting”

Sociologist Claude Fischer writes: Polarization has been less a matter of Americans becoming extremists—most remain centrists or oblivious to politics—but more that politically engaged Americans have increasingly aligned their views, values, and even their practices, from where they live to … Continue reading




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Here is the Data Sharing Statement, in its entirety, for van Dyck CH, Swanson CJ, Aisen P, et al. Trial of Lecanemab in Early Alzheimer’s Disease. N Engl J Med. DOI: 10.1056/NEJMoa2212948.

Data-share this, pal: As the man said, you have no obligation to share any of your data and I have no obligation to believe anything you say.




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Here is the Data Sharing Statement, in its entirety, for Goodwin GM, Aaronson ST, Alvarez O, et al. Single-Dose Psilocybin for a Treatment-Resistant Episode of Major Depression. N Engl J Med. DOI: 10.1056/NEJMoa2206443.

As forwarded to us by Max Shepsi: I’m starting to see a pattern here!




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“It’s a very short jump from believing kale smoothies are a cure for cancer to denying the Holocaust happened.”

Campos quotes a comment from a thread on RFK Jr. and his running mate: It’s a very short jump from believing kale smoothies are a cure for cancer to denying the Holocaust happened. He points to this link: The physiologist … Continue reading




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Carroll/Langer: Credulous, scientist-as-hero reporting from a podcaster who should know better

tl;dr. To the extent that healing is important, I think it’s important not to overstate evidence for speculative claims about what works. Individual and societal resources are limited. If you want to say something like, “Sure, this is pie-in-the-sky research, … Continue reading




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Supporting Bayesian modeling workflows with iterative filtering for multiverse analysis

Anna Riha, Nikolas Siccha, Antti Oulasvirta, and Aki Vehtari write: When building statistical models for Bayesian data analysis tasks, required and optional iterative adjustments and different modelling choices can give rise to numerous candidate models. In particular, checks and evaluations … Continue reading




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3M misconduct regarding knowledge of “forever chemicals”: As is so often the case, the problem was in open sight for a long time before anything was done

Horrifying story here from Sharon Lerner how chemical products company 3M (which has successfully branded itself as the cuddly people behind Post-it notes) polluted the world’s water supply and covered it up for decades. It features several issues we’ve discussed … Continue reading




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ChatGPT o1-preview can code Stan

This is Bob. Yes, but can it Stan? The first few instantiations of ChatGPT haven’t been so good at Stan. This is perhaps not surprising, because there’s relatively little written about Stan on the web compared to, say, Python, C++, … Continue reading




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Which book should you read first, Active Statistics or Regression and Other Stories?

Kiran Gauthier writes: I was checking the web pages for Active Statistics and Regression and Other Stories and although I saw that Active Statistics is meant to accompany Regression and Other Stories, I was wondering how you would recommend reading … Continue reading




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Postdoc opportunity! to work with me here at Columbia! on Bayesian workflow! for contamination models! With some wonderful collaborators!!

Laboratory assays are central to much of biomedical research. My colleagues and I recently received a research grant to do better assays using Bayesian inference. Beyond the usual challenges of fitting nonlinear hierarchical models to real data that can sometimes … Continue reading




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Flatiron Institute hiring: postdocs, joint faculty, and permanent research positions

This is Bob. We’re hiring It’s that time of year again and we’re hiring at all levels at the Center for Computational Mathematics (CCM) at Flatiron Institute (the in-house research arm of Simons Foundation). As they are listed, job ads … Continue reading




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Prediction markets and the need for “dumb money” as well as “smart money”

tl;dr. Prediction markets give good forecasts because they attract “smart money” that will fix any gaps between current odds and best available information. The “smart money” is in turn motivated by the profits they can take from “dumb money” coming … Continue reading




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“Reduce likelihood of a tick bite by 73.6 times”? Forking paths on the Appalachian Trail.

Shira writes: As an Appalachian Trail hiker, I always treat my clothes with permethrin. I’m a big fan of Sawyer products, but this claim caught my eye: Reduce likelihood of a tick bite by 73.6 times by treating shoes and … Continue reading




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NYT catches up to Statistical Modeling, Causal Inference, and Social Science

A colleague pointed to this news article, “Do People in ‘Blue Zones’ Actually Live Longer?”, and wrote that I might find it blog-worthy. I replied that, yeah, the topic is blog-worthy enough that it’s already appeared on the blog, with … Continue reading




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Props to the liberal anticommunists of the 1930s-1950s

In the 1930s and 1940s, there were many prominent communist sympathizers: leading scientists such as J. B. S. Haldane and J. Robert Oppenheimer, powerful labor leaders, influential intellectuals, and various popular-front politicians, including at one period the vice-president of the … Continue reading




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What makes an MCMC sampler GPU-friendly?

(This post is by Charles) Art Owen (Stanford) read our paper on nesting Rhat to assess convergence in the many-short-chains regime of MCMC. He made a lot of great comments and asked some clarification questions. Notably: It wasn’t clear to me … Continue reading




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Leave-one-out cross validation (LOO) for an astronomy problem

Harrison Siegel pointed us to this project with Maximiliano Isi and Will Farr on gravitational-wave analysis. The compare models using predictive evaluation, in particular leave-one-out cross-validation (LOO), as discussed here and here. Siegel writes: We discuss our implementation of the … Continue reading




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StanCon 2024 Oxford: recorded talks are now released!

(This post is by Charles) The title says it all: recordings of StanCon 2024 are now available on Stan’s youtube channel. We’re happy to make the content of StanCon 2024 accessible, even to those who couldn’t make it in person. … Continue reading




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Stan Playground: Run Stan on the web, play with your program and data at will, and no need to download anything on your computer

Just in time for Halloween, we have a scarily effective implementation of Stan on the web, full of a veritable haunted house of delicious treats. Brian Ward, Jeff Soules, and Jeremy Magland write: Stan Playground is a new open-source, browser-based … Continue reading




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“Trivia question for you. I kept temperature records for 100 days one year in Boston, starting August 15th (day “0”). What would you guess is the correlation between day# and temp? r=???”

Shane Frederick writes: Trivia question for you. I kept temperature records for 100 days one year in Boston, starting August 15th (day “0”). What would you guess is the correlation between day# and temp? r=??? Shane sends me this kind … Continue reading




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Calibration is sometimes sufficient for trusting predictions. What does this tell us when human experts use model predictions?

This is Jessica. I got through a long string of deadlines and invited talks and now I’m back to thinking about calibration and decision-making. In a previous post I was wondering about the relationship between calibration and Bayesian use of … Continue reading




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Should pollsters preregister their design, data collection, and analyses?

There are actually two questions here: 1. Should pollsters share all the information on their design, data collection, and analyses? 2. If yes on question 1 above, should this information be made public ahead of time, before the survey is … Continue reading




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Interpreting recent Iowa election poll using a rough Bayesian partition of error

A political science colleague wrote in: We are all abuzz about the Harris +3 in that Iowa Poll with its great track record. When I check the write up of this poll I see a reasonably detailed description of their … Continue reading




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Probabilistic numerics and the folk theorem of statistical computing

U.S. election day is tomorrow. So let’s talk about something else: 1. Encoding prior information using non-generative modeling I was talking with Hong Ge about the uses of non-generative models in probabilistic programming. An example I gave is the use … Continue reading




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What if the polls are right? (some scatterplots, and some comparisons to vote swings in past decades)

There’s a lot of talk about how the polls can go wrong. Fair enough—I wrote an article a few years ago on failure and success in political polling and election forecasting, and a few years before that, Julia Azari and … Continue reading




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Self-reference and self-reproduction of evidence

Continuing our election-eve counterprogramming, here’s another post with no political content. It comes from Constantine Frangakis, who writes: I think I have found something new and interesting. In studying the topic of “evidence” for my class, where the typical principles … Continue reading




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That day in 1977 when Jerzy Neyman committed the methodological attribution fallacy.

(Before going on, please read the last sentence of the P.P.S. below to put this post in context.) Blake McShane points us to this 1977 article, “Frequentist Probability and Frequentist Statistics,” by Jerzy Neyman, the statistician who made fundamental contributions … Continue reading




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Fake data on the honeybee waggle dance, followed by the inevitable “It is important to note that the conclusions of our studies remain firm and sound.”

I hadn’t thought about bee dancing for a long time, when someone pointed me to this post by Laura Luebbert and Lior Pachter on a bit of data fraud in biology. Luebbert writes: Four years ago, during the first year … Continue reading




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Bad science as genre fiction: I think there’s a lot to be said for this analogy!

I came across this blog comment from a couple years ago saying that, whatever was going on in the head of Brian “Pizzagate” Wansink when he wrote up those papers with the fake data, in any case his papers papers … Continue reading




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Two spans of the bridge of inference

This is Jessica. Larry Hedges relayed a quote to me recently that I thought others here might appreciate. It appears in an old Annals of Mathematical Statistics paper by Tukey and Cornfield: In almost any practical situation where analytical statistics … Continue reading




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If you wanted to be a top tennis player in the late 1930s, there was a huge benefit to being a member of ____. Or to being named ____.

This post is by Phil. A couple of months ago, this blog had a discussion that was prompted by the fact that 2 of the top 5 female American tennis players are the children of billionaires. One, that could be … Continue reading




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Polling by asking people about their neighbors: When does this work? Should people be doing more of it? And the connection to that French dude who bet on Trump

Several people pointed me to this news report on a successful bettor in an election prediction market: Not only did he see Donald Trump winning the presidency, he wagered that Trump would win the popular vote—an outcome that many political … Continue reading




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Prediction markets in 2024 and poll aggregation in 2008

With news items such How the Trump Whale Correctly Called the Election and Prediction markets got Trump’s victory right; Betting markets predicted a Trump victory, while traditional polls were showing a tossup, prediction markets are having their coming-out party. Before … Continue reading