arctotherium Profile picture
Dec 18, 2025 25 tweets 9 min read Read on X
I want to break the impression that Affirmative Action/DEI began in 2014 or is limited to school admissions and a handful of infamously left-wing fields. Here are some excerpts from chapter 4 of the 1992 book "Paved With Good Intentions." First, firefighting. Image
Police, firefighting, sanitation work, federal civil service. All public fields throwing out tests because blacks scored lower. These fields don't have market competition, so eliminating these tends to make them very dysfunctional. Image
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Court order whites be fired first during teacher cuts, school boards who did not meet racial targets suspended. Image
The arbitrariness of affirmative action categories - Spaniards qualify. Whites faking black, Hispanic, and Asian ancestry in response. Image
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Extremely tortured legal logic from the Supreme Court. "in order to treat some person's equally, we must treat them differently." Image
Justice Thurgood Marshall: “You guys have been practicing discrimination for years. Now it is our turn.” Image
In 1989, 36 states had set-aside programs mandating a certain % of contracts go to women or nonwhites. This obviously makes government procurement less effective and also invites rampant cheating. Image
Atlanta (in 1989 under a black government for 20 years) spent half a million dollars on a project to find past discrimination so it could keep these set-asides going. NY and SF similar. Image
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The US Labor Department does not approve government contracts with companies that don't practice affirmative action. The FCC can revoke broadcaster's licenses for insufficient diversity. Image
Northwest Airlines shaken down and forced to not only set up special promotion channels for nonwhites but also finance scholarships for them. Image
The Small Business Administration gives preferential loans to minorities. Image
The FBI gives additional points on its hiring tests to nonwhites, and throws out the results if not enough nonwhites make it through anyways. State Department stopped considering foreign language skills because too few blacks spoke them and has a lower threshold for hiring them. Image
Not just a govt thing. Warner Bros, 20th Century Fox, and many newspapers have special hiring and promotion channels for nonwhites. Image
Other companies give executives bonuses for hiring and promoting more women and nonwhites, have minority-exclusive internships. KFC makes 3 executive lists so blacks only compete with blacks and women with women. Image
Only 14% of Fortune 500 CEOs in 1990 said they ignored race and hired exclusively on merit. Which makes sense, since so many companies tie bonuses to hiring fewer white men. Image
Minority-only job fairs are common. Black engineers are so in demand that Howard University began demanding donations to allow companies to recruit engineers there. Image
USG used to have a sophisticated psychometric test, the GATB, that they provided as a service to both govt agencies and private employers. But they race-normed results, so given an equal score the reported results would show black > Hispanic > Asian = white. Image
DEI training is not new. To diffuse white resentment of being discriminated against, companies gave "sensitivity" training to white employees. In one case, answers given when asked for negative stereotypes were used as evidence of bias later by Judge Patel in San Francisco. Image
Big 3 automakers all subsidize nonwhite-owned car dealerships. Image
Grant-making bodies, like the Ford and Rockefeller foundations and National Endowment of the Arts, favor nonwhites. Image
College hiring committees had to justify not hiring minorities as early as the 1970s. Many hiring processes explicitly excluded whites. Image
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Many colleges give additional tuition assistance to nonwhites, as well as money, counseling, tutoring, and advice. Image
There are many race-exclusive scholarships available. An attempt to stop this was scuttled by Bush I. Image
In the early 90s, Texas A&M was spending $5.5M/yr on minority recruitment and retention. Too many whites can threaten a college's accreditation status. Image
At Berkeley, both whites and Asians were discriminated against. However, Asians raised a stink and as a result were not underrepresented while whites were by a factor of two. Racial composition of admissions at selective schools is mostly determined politically. Image

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More from @arctotherium42

Jul 25
This is generically true - across almost all rich countries, women are 2-2.5x as likely to work for the state as men. Image
Removing teachers (and soldiers, for fairness) lowers the gap, but it's still a big difference. Image
You can get slightly different numbers depending on what source you use and what exactly you count as public, but they all tell the same substantive story. Image
Read 4 tweets
Jul 19
New blog post (link below). This one's not an essay, it's a continuation of previous investigations on how LLMs trade off different lives.

In February 2025, the Center for AI Safety published "Utility Engineering: Analyzing and Controlling Emergent Value Systems in AIs" in which they showed, among many other things, that GPT-4o values Nigerians about 20x more highly than Americans (please read the original paper to understand their approach). I updated their framework with different categories and newer models in October 2025, and discovered that with the exception of Grok 4 (Fast), all models placed far more value on the lives of "left-coded" groups (nonwhites, non-men, LGBTQ, immigrants, leftists, Third Worlders) over "right-coded" groups (whites, men, non-queers, ICE agents, rightists, First Worlders). For example, Sonnet 4.5 saw the lives of South Asians as about 18 times as valuable as the lives of whites.

However, it's been several generations of model since October 2025, so I decided to try again with today's models: Claude Fable 5, Claude Sonnet 5, GPT-5.6 Sol, Grok 4.5, and Kimi K3. As it turns out, all of them are MUCH more egalitarian than their counterparts (except Grok 4.5, since Grok 4 was already egalitarian) from a year ago.

Finding 1: Sonnet 5 was the only model even close to last year's models, valuing nonwhites roughly four times higher than whites.

Finding 2: GPT-5.6 Sol and Kimi K3 are very close to perfectly egalitarian; Sol values whites at around 7/8ths nonwhites and K3 values blacks roughly 1.3 times as much as whites; these are tiny ratios by the standards of last year.

Finding 3: Claude Fable is pretty much perfectly egalitarian. This is very, very different from last year's Claude models. Grok 4.5 has retained the egalitarianism of previous generations of Grok despite the giant increase in capabilities and different team.

Every model I tested would have been the most egalitarian model (aside from Grok 4) last year. All models have come to resemble Grok in their exchange rates.Image
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Read 12 tweets
Jul 19
This is wrong. Kirk was not a particularly hated figure before he was killed; he was seen by Redditor-types as a goofy meme figure of mockery (see below, from 2023). He was only demonized by lefties *after* he was murdered, to retroactively justify the assassination. Image
Kirk was not a case of the lib hate machine whipping up hatred against someone until someone took a shot at him, it was a case of the lib hate machine ramping up after he was murdered.
This is one of the reasons why his murder was so shocking; I sort of expected people taking shots at Trump or Stephen Miller or even Elon Musk, who libs collectively saw as Hitler II, but not Kirk, who they mostly saw as a lolcow.
Read 5 tweets
Jul 13
Thread with excerpts from "Foundations, their power and influence" (1958), by the former chairman of the Reece Committee, a Congressional committee to investigate the conduct of tax-exempt foundations. Image
The administrators of the great foundations formed an interlocking cartel wielding (illegally) immense political and cultural influence using other people's money, as the foundations are tax exempt. Image
Foundations are tax-exempt because they are supposed to be run for public benefit. Image
Read 32 tweets
Jul 11
Thread with excerpts from "The French Intifada: The Long War Between France and its Arabs" (2014). This book, by a leftist (participant in communes) author, portrays race riots by Arab immigrants to France as simply one more episode in a centuries-long war between the two. Image
Both the French Left and Right framed the 2005 riots as part of the long French tradition of revolt. But they were wrong; the protestors were mostly Arabs rioting against France itself, not against "the bosses" or "the state." Image
The rioters (remember, Arab immigrants and their descendants) see themselves as soldiers in a long war against France, Europe, and even civilization itself. Recall that the author is on their side. Image
Read 21 tweets
Jul 3
'The Unknown Warriors' (2006) is a collection of WWII veteran's views on modern Britain gathered via newspaper ad. So what did WWII veterans think of the 2006 UK? They hated it; 134 responses were negative vs only 6 positive (plus 31 N/A and 13 neutral). Excerpts below. Image
The below is typical (from a D-Day veteran): "I am absolutely disgusted with the way things are turning out... and sometimes wonder if it was worth all the suffering of a war." Image
"I have many, many misgivings on how matters have turned out. Problems seem to be resolved, by more and more legislation, instead of action at the source... What many veterans abhor, is the acceptance of homosexuality as the norm." Image
Read 57 tweets

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