Nice to discover Judea Pearl ask a fundamental question. What's an 'inductive bias'?
Help! What precisely is "inductive bias"? Some ML researchers are in the opinion that the machine learning category of \u2018inductive biases\u2019 can allow us to build a causal understanding of the world. My Ladder of Causation says: "This is mathematically impossible". Who is right? 1/
— Judea Pearl (@yudapearl) February 14, 2021
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Morgan McSweeney, Keir Starmer’s chief of staff, launched the organisation that now runs SFFN.
The CEO Imran Ahmed worked closely with a number of Labour figures involved in the campaign to remove Jeremy as leader.
Rachel Riley is listed as patron. https://t.co/nGY5QrwBD0

SFFN claims that it has been “a project of the Center For Countering Digital Hate” since 4 May 2020. The relationship between the two organisations, however, appears to date back far longer. And crucially, CCDH is linked to a number of figures on the Labour right. #LabourLeaks
Center for Countering Digital Hate registered at Companies House on 19 Oct 2018, the organisation’s only director was Morgan McSweeney – Labour leader Keir Starmer’s chief of staff. McSweeney was also the campaign manager for Liz Kendall’s leadership bid. #LabourLeaks #StarmerOut
Sir Keir - along with his chief of staff, Morgan McSweeney - held his first meeting with the Jewish Labour Movement (JLM). Deliberately used the “anti-Semitism” crisis as a pretext to vilify and then expel a leading pro-Corbyn activist in Brighton and Hove
And yet authoritarians often broadcast silly, unpersuasive propaganda.
Political scientist Haifeng Huang writes that the purpose of propaganda is not to brainwash people, but to instill fear in them /2
"propaganda is often not used for indoctrination, but rather to signal the government\u2019s strength in being able to afford significant resources and impose on its citizens...not meant to 'brainwash', but rather to forewarn the society about how strong it is" https://t.co/mFAurhEHeO pic.twitter.com/WXKKJaPqWQ
— Rob Henderson (@robkhenderson) June 18, 2020
When people are bombarded with propaganda everywhere they look, they are reminded of the strength of the regime.
The vast amount of resources authoritarians spend to display their message in every corner of the public square is a costly demonstration of their power /3
In fact, the overt silliness of authoritarian propaganda is part of the point. Propaganda is designed to be silly so that people can instantly recognize it when they see it
Authoritarians do not use propaganda for brainwashing, "but to demonstrate their strength in social control...propaganda may need to be dull and unpersuasive, to make sure citizens know it is propaganda when they see it and hence get the implicit message" https://t.co/PqRpxjaIPL pic.twitter.com/1y67d2RCjB
— Rob Henderson (@robkhenderson) June 19, 2020
Propaganda is intended to instill fear in people, not brainwash them.
The message is: You might not believe in pro-regime values or attitudes. But we will make sure you are too frightened to do anything about it.
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His arrogance and ambition prohibit any allegiance to morality or character.
Thus far, his plan to seize the presidency has fallen into place.
An explanation in photographs.
🧵
Joshua grew up in the next town over from mine, in Lexington, Missouri. A a teenager he wrote a column for the local paper, where he perfected his political condescension.
2/

By the time he reached high-school, however, he attended an elite private high-school 60 miles away in Kansas City.
This is a piece of his history he works to erase as he builds up his counterfeit image as a rural farm boy from a small town who grew up farming.
3/

After graduating from Rockhurst High School, he attended Stanford University where he wrote for the Stanford Review--a libertarian publication founded by Peter Thiel..
4/
(Full Link: https://t.co/zixs1HazLk)

Hawley's writing during his early 20s reveals that he wished for the curriculum at Stanford and other "liberal institutions" to change and to incorporate more conservative moral values.
This led him to create the "Freedom Forum."
5/

The story doesn\u2019t say you were told not to... it says you did so without approval and they tried to obfuscate what you found. Is that true?
— Sarah Frier (@sarahfrier) November 15, 2018
In the spring and summer of 2016, as reported by the Times, activity we traced to GRU was reported to the FBI. This was the standard model of interaction companies used for nation-state attacks against likely US targeted.
In the Spring of 2017, after a deep dive into the Fake News phenomena, the security team wanted to publish an update that covered what we had learned. At this point, we didn’t have any advertising content or the big IRA cluster, but we did know about the GRU model.
This report when through dozens of edits as different equities were represented. I did not have any meetings with Sheryl on the paper, but I can’t speak to whether she was in the loop with my higher-ups.
In the end, the difficult question of attribution was settled by us pointing to the DNI report instead of saying Russia or GRU directly. In my pre-briefs with members of Congress, I made it clear that we believed this action was GRU.