The most interesting thing in Facebook's evolution from mostly-free (albeit without pseudonymity) platform to aggressively controlled between 2015 and 2020 is how involved European governments were in the process (thread).
The most important thing about Facebook is that it can be used to reach the great mass of Gen X and Boomer adults who are not Internet natives and comprise most swing voters. Dark Facebook Manipulation from Russia and Vote Leave was blamed for both Trump 2016 and Brexit.
These two events provoked an avalanche of books, news articles, government reports, NGOs, and hearings (including in 2018 in the US Senate) about how Facebook microtargeting would end democracy. Example:
Facebook did not change their formal policies as much as Twitter/Reddit/YouTube, transformed how the platform surfaced and moderated political content. Facebook began reporting their "hate speech" moderation metrics in Q4 2017; in three years it was nearly erased from the site.
The amount of content actioned for hate speech steadily rose 2017-2020, exploding to more than 22 million posts in Q2 2020 when the lockdowns (which intensified Internet closure across all platforms) began.
Facebook hired an additional 3000 moderators in 2017.
In 2017, Facebook began flagging 'misinformation'; by 2019 this had been outsourced to third party fact-checkers (who, of course, were not ideologically neutral), who gained the ability to flag, deboost, and eventually remove posts at will.
The German government's German Network Enforcement Act (NetzDG) imposed large fines for illegal (incl political) content. Since there were no fines for over-enforcement, this encouraged Facebook to aggressively censor. Officially-recognized journalists were exempt.
One of the privileges of the Fourth Estate of our present ancien regime is freedom of speech - the ability to avoid social media censorship.
As with YouTube, the British government was extremely important in the closure of Facebook. The Brexit referendum was blamed on a (hallucinated) microtargeting narrative (Cambridge Analytica), which was then used to justify a then-novel suite of legal speech controls.
Dominic Cummings, who ran Vote Leave and wrote down what he was doing and how he did it both before and after the referendum, pointed out that this "dark adverts" narrative is nonsense from journos who don't understand A/B testing or focus groups are. dominiccummings.com/2018/05/18/on-…
Employers hiring people and then training them in the specific skills they require has declined as a hiring model for decades, in favor of a hiring market where employers look for people who already have those skills.
In the training/internal labor markets model, a company struggling to find specific skills will train promising entry-level employees. In the hiring market model, they can raise wages or otherwise improve conditions. In both, they can also substitute technology for labor.
Neither a hiring market nor training model for matching jobs to seekers is compatible with "skill shortages" as a concept, which implicitly assumes skills are fixed and once people with those skills run out employers can do nothing (except through immigration or schooling).
"Fire and Blood: A History of Mexico" (TR Fehrenbach, 1973/1995) thread of threads. Mesoamerican civilization was horrifying and very backwards by Old World standards, but unique.
Excerpts from TR Fehrenbach's "Fire and Blood: A History of Mexico" (1995). The PRI had massively expanded higher education. These universities were entirely 'free'/self-governing and became locuses of left-wing organizing.
In 1968, security forces fired upon a massive student demonstration/riot against the Olympic Games.
By 1970 Mexico had made enormous progress; the national income increased sixfold while the death rate dropped by half. But Mexico was still struggling with foreign-exchange; the govt pursued import-substitution to improve balance-of-payments.
Thread with excerpts from the Partido Nacional Revolucionario (PNR) section of TR Fehrenbach's "Fire and Blood: A History of Mexico" (1995). Calles created the PNR in 1929 to institutionalize the govt and Revolution, creating a Mexican party-state.
The Calles/Obregon governments were corrupt, but never succumbed to paranoia; there was no equivalent to the Soviet or Chinese liquidations of class enemies, the press was free, and the average Mexican had nothing to fear from the govt (Red Terror against the Church aside).
Roughly 19M acres were redistributed through 1933; most land remained with latifundios. But the new latifundios were not like the old ones, they were commercial enterprises rather than social systems. The clerics, army, and latifundistas were all tamed by Calles/Obregon.
Thread with excerpts from TR Fehrenbach's "Fire and Blood: A History of Mexico" (1995), on post-Revolutionary Mexico. To justify land reform, the revolutionaries revived the principle that expropriation was justifiable if the national interests demanded it.
The Constitutionalists defeated the Villistas in battle and assassinated the leader of the last revolutionary faction, Zapata, by treachery.
Carranza, the erstwhile leader of the victorious Constitutionalists, dug his own grave by trying to promote someone other than Obregon to the presidency after him; he was forced to flee the capital, run down, and murdered.
Excerpts from TR Fehrenbach's "Fire and Blood: A History of Mexico" (1973). The Porfiriato gave Mexico a generation of stability and development for the first time since independence. This left Mexico overdue for another civil war: the Mexican Revolution.
One problem was that the Porfirian school system had created a large, literate middle structure (not class). These educated mestizos became dissatisfied due to lack of opportunity; growth was rapid but not rapid enough to absorb them all.
The Revolution kicked off in 1910, when Diaz announced he'd won reelection with 99% of the vote. This kicked off an insurgency in Chihuahua, in the mestizo, frontier north.