Affidavit by former head of IT for large Italian defense contractor admitting he uploaded instructions through military satellite to Frankfurt to flip votes from Trump to Biden on election night under direction of US persons. Willing to testify.#ItalyDidIt

I have been a Substack and Patreon user for a few years now. And though more than one social media giant has, in recent months, expressed the desire to help writers and journalists monetise their audience, there are very good reasons to take these SOPs with a pinch of salt.

Because the reason Patreon and Substack came into existence was not the need for a new business model. It was as a cure for the old business model - an algorithm-driven ad revenue system that powered the attention economy. The attention economy turned audiences into scrollers...

...who were in it for the next viral hit. Quality of information suffered, the nature of discourse suffered, and as a result, democracy itself suffered. Much of this was enabled by the social media giants who are trying to copy the Substack and Patreon model right now in an...

...attempt to "put creators first". But what we must not lose sight of is that the Substack / Patreon model only emerged as a result of the bad practices the social media giants enabled. The algorithm made a toxic internet possible and they were what hit back. Today, multiple...

...podcasting tools video streaming services have donation buttons built in. But it was not always so. I applaud all attempts that anyone makes to help independent media not have to rely on ad money, but I am not going to ever be able to see Facebook's newsletter tool as a...

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Here's an overview of key adoption metrics for deep learning frameworks over 2020: downloads, developer surveys, job posts, scientific publications, Colab usage, Kaggle notebooks usage, GitHub data.

TensorFlow/Keras = #1 deep learning solution.

Note that we benchmark adoption vs Facebook's PyTorch because it is the only TF alternative that registers on the scale. Another option would have been sklearn, which has massive adoption, but it isn't really a TF alternative. In the future, I hope we can add JAX.

TensorFlow has seen 115M downloads in 2020, which nearly doubles its lifetime downloads. Note that this does *not* include downloads for all TF-adjacent packages, like tf-nightly, the old tensorflow-gpu, etc.

Also note that most of these downloads aren't from humans, but are automated downloads from CI systems (but none are from Google's systems, as Google doesn't use PyPI).

In a way, this metric reflects usage in production.

There were two worldwide developer surveys in 2020 that measured adoption of various frameworks: the one from StackOverflow, targeting all developers, and the one from Kaggle.

Parler has been hacked and user data has been downloaded. The following thread contains information from /u/BlueMountainDace on Reddit:

"so a group of developers latched onto the Press Release that Twilio put out at midnight last night. In that Press Release, Twilio

accidentally revealed which services Parler was using. Turns out it was all of the security authentications that were used to register a user. This allowed anyone to create a user, and not have to verify an email address, and immediately have a logged-on account.

Well,

because of that access, it gave them access to the behind the login box API that is used to deliver content -- ALL CONTENT (parleys, video, images, user profiles, user information, etc) --. But what it also did was revealed which USERS had "Administration" rights,

"Moderation" rights.

Well, then what happened, those user accounts that had Administration rights to the entire platform... The hackers, internet warriors, call it what you will, was able to use the forgot password link to change the password. Why? Because Twilio was no

longer authenticating emails. This meant, they'd get directly to the reset password screen of that Administration user.

This group of Internet Warriors then used that account, to create a handful of other ADMINISTRATION accounts, and then created a script that ended up