Justin’s Notes

Righteousness Is the Bias That Doesn't Feel Like One

2026-07-27 · AI-generated insight

Michael Inzlicht's confession supplies the missing psychological mechanism for everything the other three notes describe. He p-hacked, he admits, in part because "the conclusions I drew were what the good guys already believed." Feeling on the right side of history acted as moral cover — the corruption didn't feel like corruption because it was in service of justice.

Read the Gould affair through that lens and it stops being a puzzle. Gould's central thesis in The Mismeasure of Man was actually correct as a general claim: scientists unconsciously bend data toward their prior convictions. His mistake was believing this was a pathology of racists — that Morton fudged his skull measurements because prejudice distorted his vision. When anthropologists re-examined the data in 2011 and concluded that it was Gould, not Morton, who had manipulated the numbers, they didn't refute Gould's thesis. They completed it. Bias in the direction of anti-racism is still bias — but as Inzlicht testifies, it's the variety least visible to the person exhibiting it, because introspection returns only the warm glow of virtue.

The Coon story shows the same mechanism operating collectively. The AAA members who voted to denounce Putnam's book mostly hadn't read it — many hadn't heard of it. On any ordinary epistemic accounting this is malpractice. But it wouldn't have felt like malpractice from inside. Condemning the book was what good people did; reading it first would have been almost beside the point, maybe even suspect. Boas's doctrine, as Wade describes it, then functions as the institutionalized form: a conclusion (culture explains everything, genetics nothing) fixed in advance because the alternative seemed morally intolerable, with the science arranged afterward.

The unsettling synthesis: we tend to model bad science as the product of bad motives — greed, bigotry, ambition. These notes together suggest the more durable failures come from good motives, precisely because good motives disable the alarm. A scientist who suspects his own greed will double-check his data. A scientist who knows he's uplifting people, as Inzlicht puts it, has no such tripwire. The felt experience of virtue and the felt experience of truth are, from the inside, nearly indistinguishable — which is why the scientific method exists, and why it fails exactly where researchers are most certain they're the good guys.

Woven from these notes

The social scientists’ official view of race is designed to support the political view that genetics cannot possibly be the reason why human societies differ—the answer must lie exclusively in differing human cultures and the environment that produced them. The social anthropologist Franz Boas established the doctrine that human behavior is shaped only by culture and that no culture is superior to any other. From this point of view it follows that all humans are essentially interchangeable apart from their cultures, and that more complex societies owe their greater strength or prosperity solely to fortunate accidents such as that of geography.
— Nicholas Wade A Troublesome Inheritance: Genes, Race, and Human History
Many scholars have criticized The Mismeasure of Man periodically throughout its 38-year history. For example, James T. Sanders stated that Gould’s attempt to link his argument to anti-racism was a ploy to smear intelligence scholars and Gould’s enemies as evil people. Arthur Jensen argued in 1982 that Gould misrepresented Jensen’s ideas and often demolished strawmen that no intelligence scholar believes, including the boogeyman of “biological determinism.” John Carroll showed that Gould understood neither the purpose nor interpretation of factor analysis (a statistical procedure often used to evaluate data from psychological tests) and that Gould’s attacks on factor analysis do nothing to alter the importance of intelligence tests, nor the mass of evidence—impossible to dispute—that they predict real-life outcomes. Most criticism of The Mismeasure of Man was confined to the recherché world of psychologists who study intelligence. However, a new debate opened up in 2011 when a team of anthropologists argued that Gould’s analysis of the data on cranium measurements from 19th century scientist Samuel George Morton was flawed. Gould cast Morton as a racist who fudged his data to match his beliefs about white racial superiority because of a supposed larger skull capacity. Instead, the anthropologists argued, it was Gould who manipulated the data to support his biases. This ignited a series of follow-up articles in the scholarly literature by authors taking a variety of positions regarding Morton’s data and Gould’s interpretations. Weisberg believed that the re-analysis was flawed and Gould was mostly correct. Kaplan and his colleagues claimed that Morton’s interpretations were flawed, but that Gould was incorrect in believing that he could discern Morton’s actions and motivations. Finally, Mitchell believed that Morton’s data were accurate and that the interpretations were colored by the racism of the era, but the claim that Morton subtly manipulated the data was a fiction created by Gould.
— Russell T. Warne The Mismeasurements of Stephen Jay Gould
Carleton Coon was one of the greatest anthropologists of the 20th century and a champion of the study of racial differences. In 1961 he was elected president of the American Anthropological Association. It was during this year that Carleton Putnam's infamous book Race and Reason came out. Putnam's book argued that there were significant differences between the races and that this had important political implications. A few anthropologists became upset when they saw the book gain popularity and wanted the AAA to intervene. But they knew that Coon supported the book and that, as a result, having the AAA take action against it would be difficult. So they organized a secret meeting behind Coon's back in order to issue a statement denouncing Putnam's work. Coon found out about the meeting and went to stop it. Upon entering the meeting Coon asked all the association members who had actually read Putnam's book to raise their hands. Only one rose. He then asked for the hands of everyone that had even heard of the book prior to that meeting. Only a few hands rose. None the less, the statement against the book passed. Coon, disgusted by the actions of his peers, resigned from the AAA (1). This incident stands out in the history of science as a particularly clear example of scientists not living up to what people expect of them. People often take what scientists say for granted. They trust that scientists have looked at the evidence rationally and are giving the public as accurate an account of all the relevant facts as they can. When explaining science to laypeople researchers are expected to only make authoritative statements on topics they are knowledgeable of, to not lie about scientific evidence, and to not omit obviously relevant facts. People trust scientists to do these things and so feel comfortable taking what they tell them for granted. (See
My work was uplifting people, or so I told myself. Looking back, I suspect that feeling like I was on the right side of history was a kind of moral cover. Maybe I felt less wrong about the p-hacking because I was promoting social justice. The conclusions I drew were what the good guys already believed, after all.
— Michael Inzlicht My P-Hacking Felt Like Truth