I don't know if github has an option for custom css but you can surely use a browser extension such as Stylus ([1], [2]) to change any website you want.
> Will Google start deleting YouTube content that is super long tail and unviewed?
Well they added this to their ToS about a year ago:
> Terminations by YouTube for Service Changes
> YouTube may terminate your access, or your Google account’s access to all or part of the Service if YouTube believes, in its sole discretion, that provision of the Service to you is no longer commercially viable.
"We extend the capabilities of neural networks by coupling them to external memory resources, which they can interact with by attentional processes. The combined system is analogous to a Turing Machine or Von Neumann architecture but is differentiable end-to-end, allowing it to be efficiently trained with gradient descent. Preliminary results demonstrate that Neural Turing Machines can infer simple algorithms such as copying, sorting, and associative recall from input and output examples." https://arxiv.org/pdf/1410.5401.pdf
I remember reading about something related to perception (however unrelated to group dynamics) called "Wundt curve", an attempt to describe the relationship between the intensity/novelty of a stimulus and its perceived "hedonic value" (roughly its pleasantness) [1].
I read (in the references here [2]) that the original source for this result dates back to 1874: "Grundzüge der physiologischen Psychologie" (Main Features of Physiological Psychology) by Wilhelm Maximilian Wundt [3]. However, I could not find it in there from a quick look at the archive.org scans [4], so this might be wrong.
BTW, the first paragraph of Wundt's wikipedia entry was pretty surprising to me:
'Wilhelm Maximilian Wundt {...} was a physician, physiologist, philosopher, and professor, known today as one of the founders of modern psychology. Wundt, who distinguished psychology as a science from philosophy and biology, was the first person ever to call himself a psychologist. He is widely regarded as the "father of experimental psychology". In 1879, at University of Leipzig, Wundt founded the first formal laboratory for psychological research. This marked psychology as an independent field of study. By creating this laboratory he was able to establish psychology as a separate science from other disciplines. He also formed the first academic journal for psychological research, Philosophische Studien (from 1881 to 1902), set up to publish the Institute's research.'
I'm guessing to easily refer to the parent company (not sure if these collections are still called companies, english is not my native language). Instead of GOOG one could probably use Alphabet but differentiating between Facebook and FACEBOOK might be a bit confusing and for Amazon that might just be to be consistent with the rest of the article.
Also funny how they link to https://usability.yale.edu/web-accessibility/accessibility-y... at the bottom of the page, but the link itself is almost unreadable because it's small, orange font on top of grey. Not arguing the page itself needs better accessibility - it's art after all.
I think there might be a point where recommendation algorithms kind of 'overfit'/become a filter bubble. I remember reading a article about the youtube recommendation algorithm led to increasingly more radical videos until you end up on 'that weird side' of youtube (https://www.nytimes.com/2018/03/10/opinion/sunday/youtube-po...). Depends entirely on what metric you are trying to opimize, I guess. With youtube is probably something like "time spent on the site". If you want non-sensational content instead you should probably read papers on arxiv or something.
Well, point cloud renderers are a real thing. There are open source libraries that let you explore millions of points in your browser: http://potree.org/. I even saw a demo (http://nurulize.com/) showcasing animations but I think the main problem with point clouds is that there is no good solution for physics/lighting yet.
I would love to see a PWA.. In my experience those work (a lot) better than their native counterparts. Some good examples are mobile.twitter.com, instagram.com and maps.google.com
An extensive open source framework for efficient homomorphic encryption would have been so much more exciting and I really hope there will be some kind of breakthrough that reduces the current overhead significantly so it will be more commonly used in the future.. Oh well, at least there is a theoretical foundation (for completely trustless computation) on which we can build on.
I think Latexbase does something like this (they claim it works offline too, using service workers). They claim to be using Emscripten/LLVM but it doesn't seem like they use wasm yet (probably because they didn't consider it a viable option back in 2016 https://latexbase.com/p/b0a174a5-09b3-4598-9686-3a73be2dc8e5). And while it's not open source I still think it's a really cool proof of concept..
I really enjoy your thinking.. Do you have some kind of blog where I can follow you? :D As you already mentioned, contributing whatever resources you consume is relatively unreasonable on mobile devices, because it would pretty much double data and battery usage. So while there is most likely some kind of overhead connected to the third solution you suggested, I still think it is probably the easiest one because it doesn't require any new specialised hardware.
Maybe regulation can solve some of the problems with the current systems, but the idealist in me really wants to see provably transparent (open source) and secure solutions which don't require trust in the hardware so we can still make use of modern, efficient (federated) server farms without having to giving up control over our data.
[1] for Firefox: https://addons.mozilla.org/en-US/firefox/addon/styl-us/
[2] for Chromium based browsers: https://chrome.google.com/webstore/detail/stylus/clngdbkpkpe...