Reply to public response and misrepresentation
I value diversity and inclusion, am not denying that sexism exists, and don’t endorse using stereotypes. When addressing the gap in representation in the population, we need to look at population level differences in distributions. If we can’t have an honest discussion about this, then we can never truly solve the problem. Psychological safety is built on mutual respect and acceptance, but unfortunately our culture of shaming and misrepresentation is disrespectful and unaccepting of anyone outside its echo chamber. Despite what the public response seems to have been, I’ve gotten many personal messages from fellow Googlers expressing their gratitude for bringing up these very important issues which they agree with but would never have the courage to say or defend because of our shaming culture and the possibility of being fired. This needs to change.
One guy mistakenly believed that Google’s suggestion box really wasn’t a paper shredder with a funny post-it note attached and had the audacity to actually voice his thoughts. The author has to make the sign of the Cross against the greatest evils of our time: sexism, stereotyping, and exclusion, before screwing up enough courage to actually present an argument.
·Google’s political bias has equated the freedom from offense with psychological safety, but shaming into silence is the antithesis of psychological safety.
But you don’t understand! You are morally impure and they are morally pure! So, when they shame you and harass you and silence you, it’s okay because they have only the best of intentions!
Per the political correctness fanboys and social justice enthusiasts, there are no bad acts. Only bad people. Which is why it is “oppression” and “triggering” when you do it, but it’s “empowering” and “advocacy” when they do it.
·This silencing has created an ideological echo chamber where some ideas are too sacred to be honestly discussed.
Some might even call them sacred cows.
·The lack of discussion fosters the most extreme and authoritarian elements of this ideology.
Silly goose, discussion was never the point, only compliance.
·Extreme: all disparities in representation are due to oppression
Dear white man, when you win, it because MUH OPPRESSION and TEH PATRIARCHY. When they win, it is because GRRL POWER.
Really, how hard is it for you evil oppressors to understand? It is impossible that you actually succeeded over a woman based on your own merits.
·Authoritarian: we should discriminate to correct for this oppression.
Utopia is just a stone’s throw away if we just give the proper well-meaning philosopher-kings absolute power over our lives.
It might even work out this time, unlike all of the other times it’s been tried.
·Differences in distributions of traits between men and women may in part explain why we don’t have 50% representation of women in tech and leadership. Discrimination to reach equal representation is unfair, divisive, and bad for business.
BLASPHEMER! Is this evil male daring to suggest that two wrongs actually DON’T make a right?
What disgusting thing will he utter next? That equal treatment does not necessitate equal outcomes?
Will this madness never cease?
People generally have good intentions, but we all have biases which are invisible to us. Thankfully, open and honest discussion with those who disagree can highlight our blind spots and help us grow, which is why I wrote this document. Google has several biases and honest discussion about these biases is being silenced by the dominant ideology. What follows is by no means the complete story, but it’s a perspective that desperately needs to be told at Google.
Yeah, gonna have to stop you there. People don’t have invisible biases. They might have unexamined biases. They might have unreasonable biases. They might have unadmitted biases. But to suggest that someone just doesn’t know that they dislike men, or women, or whites, or blacks, or Christians, or Muslims, or Jews, is complete nonsense. People will freely admit their biases so long as they believe that the person they are talking to isn’t sitting in moral condemnation of them.
Unfortunately, the political correctness brigade has no other tactic but moral condemnation.
At Google, we talk so much about unconscious bias as it applies to race and gender, but we rarely discuss our moral biases. Political orientation is actually a result of deep moral preferences and thus biases. Considering that the overwhelming majority of the social sciences, media, and Google lean left, we should critically examine these prejudices.
Uh-oh. This cannot possibly end well.
·Compassion for the weak
·Disparities are due to injustices
·Humans are inherently cooperative
·Change is good (unstable)
The political left’s biases? Oh where to start.
Compassion for the weak: The Left does not have compassion for the weak; they have a disdain for the strong, specifically for anyone who gains anything outside of their oppressor/oppressed framework. It is why certain black men, like Dr. Ben Carson can be freely maligned, despite being “oppressed” as black men, Hillary Clinton, despite being a life-long member of the political and financial elite, can be praised.
Disparities are due to injustices: The Left takes that quote of Honore de Balzac, that behind every great fortune lies a crime, to the extreme that behind every success lies oppression.
Humans are inherently cooperative: The opposite is true; humans are inherently competitive. Humans are only cooperate when their interests are aligned.
Change is good (unstable): Not even remotely true.
Idealist: The idealist imagines he is creating the shining city on a hill when he’s just laying down fresh asphalt on the road to hell.
·Respect for the strong/authority
·Disparities are natural and just
·Humans are inherently competitive
·Change is dangerous (stable)
Respect for the strong/authority: In the civil society, the strong have a responsibility to use their strength wisely, and authorities have a duty to use their authority justly.
Disparities are natural and just: Disparities are natural. Stephen King will never win a 100 meter dash. Usain Bolt will probably never work in astrophysics. They are both men and each owes the other the civility that comes with being men and the laws of men should regard neither as better or worse than the other.
Humans are inherently competitive: This true. Our first contests were likely for food and sex.
Change is dangerous (stable): Edmund Burke opined on the dangers of change for the sake of change far better than I could.
Pragmatic: Pragmatism, like Idealism, should be tempered to avoid becoming destructive. Both can lead the holder to certain ruthless calculations that disregard the wills and desires of individuals.
Neither side is 100% correct and both viewpoints are necessary for a functioning society or, in this case, company. A company too far to the right may be slow to react, overly hierarchical, and untrusting of others. In contrast, a company too far to the left will constantly be changing (deprecating much loved services), over diversify its interests (ignoring or being ashamed of its core business), and overly trust its employees and competitors.
Only facts and reason can shed light on these biases, but when it comes to diversity and inclusion, Google’s left bias has created a politically correct monoculture that maintains its hold by shaming dissenters into silence. This silence removes any checks against encroaching extremist and authoritarian policies. For the rest of this document, I’ll concentrate on the extreme stance that all differences in outcome are due to differential treatment and the authoritarian element that’s required to actually discriminate to create equal representation.
Holy smokes! Did this guy actually appeal to facts as reason? He’d better start cleaning out his desk.
Possible non-bias causes of the gender gap in tech 
At Google, we’re regularly told that implicit (unconscious) and explicit biases are holding women back in tech and leadership. Of course, men and women experience bias, tech, and the workplace differently and we should be cognizant of this, but it’s far from the whole story.
On average, men and women biologically differ in many ways. These differences aren’t just socially constructed because:
· They’re universal across human cultures
· They often have clear biological causes and links to prenatal testosterone
· Biological males that were castrated at birth and raised as females often still identify and act like males
· The underlying traits are highly heritable
· They’re exactly what we would predict from an evolutionary psychology perspective
Note, I’m not saying that all men differ from women in the following ways or that these differences are “just.” I’m simply stating that the distribution of preferences and abilities of men and women differ in part due to biological causes and that these differences may explain why we don’t see equal representation of women in tech and leadership. Many of these differences are small and there’s significant overlap between men and women, so you can’t say anything about an individual given these population level distributions.
Utopians will never let a silly little thing like biology or evolutionary psychology keep them from creating paradise on Earth, regardless of how many bodies they leave in their wake.
Women, on average, have more:
· Openness directed towards feelings and aesthetics rather than ideas. Women generally also have a stronger interest in people rather than things, relative to men (also interpreted as empathizing vs. systemizing).
· These two differences in part explain why women relatively prefer jobs in social or artistic areas. More men may like coding because it requires systemizing and even within SWEs, comparatively more women work on front end, which deals with both people and aesthetics.
· Extraversion expressed as gregariousness rather than assertiveness. Also, higher agreeableness.
· This leads to women generally having a harder time negotiating salary, asking for raises, speaking up, and leading. Note that these are just average differences and there’s overlap between men and women, but this is seen solely as a women’s issue. This leads to exclusory programs like Stretch and swaths of men without support.
· Neuroticism (higher anxiety, lower stress tolerance).This may contribute to the higher levels of anxiety women report on Googlegeist and to the lower number of women in high stress jobs.
Note that contrary to what a social constructionist would argue, research suggests that “greater nation-level gender equality leads to psychological dissimilarity in men’s and women’s personality traits.” Because as “society becomes more prosperous and more egalitarian, innate dispositional differences between men and women have more space to develop and the gap that exists between men and women in their personality becomes wider.” We need to stop assuming that gender gaps imply sexism.
Women are sensitive to their place in any social hierarchy, likely developed because fertile women were so dependent on the labor of others for their survival during significant portions of their childbearing and child-rearing years. So, they’re extroversion and gregariousness and even their neuroticism is a constant effort to maintain the favor of those with power and resources to ensure their own survival and that of their offspring.
Men’s higher drive for status
We always ask why we don’t see women in top leadership positions, but we never ask why we see so many men in these jobs. These positions often require long, stressful hours that may not be worth it if you want a balanced and fulfilling life.
Status is the primary metric that men are judged on, pushing many men into these higher paying, less satisfying jobs for the status that they entail. Note, the same forces that lead men into high pay/high stress jobs in tech and leadership cause men to take undesirable and dangerous jobs like coal mining, garbage collection, and firefighting, and suffer 93% of work-related deaths.
Men hunt, women gather. Goes back to our most primitive days. Some men didn’t get to come back from the hunt.
Non-discriminatory ways to reduce the gender gap
Below I’ll go over some of the differences in distribution of traits between men and women that I outlined in the previous section and suggest ways to address them to increase women’s representation in tech and without resorting to discrimination. Google is already making strides in many of these areas, but I think it’s still instructive to list them:
· Women on average show a higher interest in people and men in things
· We can make software engineering more people-oriented with pair programming and more collaboration. Unfortunately, there may be limits to how people-oriented certain roles and Google can be and we shouldn’t deceive ourselves or students into thinking otherwise (some of our programs to get female students into coding might be doing this).
· Women on average are more cooperative
· Allow those exhibiting cooperative behavior to thrive. Recent updates to Perf may be doing this to an extent, but maybe there’s more we can do. This doesn’t mean that we should remove all competitiveness from Google. Competitiveness and self reliance can be valuable traits and we shouldn’t necessarily disadvantage those that have them, like what’s been done in education. Women on average are more prone to anxiety. Make tech and leadership less stressful. Google already partly does this with its many stress reduction courses and benefits.
· Women on average look for more work-life balance while men have a higher drive for status on average
· Unfortunately, as long as tech and leadership remain high status, lucrative careers, men may disproportionately want to be in them. Allowing and truly endorsing (as part of our culture) part time work though can keep more women in tech.
· The male gender role is currently inflexible
· Feminism has made great progress in freeing women from the female gender role, but men are still very much tied to the male gender role. If we, as a society, allow men to be more “feminine,” then the gender gap will shrink, although probably because men will leave tech and leadership for traditionally feminine roles.
Philosophically, I don’t think we should do arbitrary social engineering of tech just to make it appealing to equal portions of both men and women. For each of these changes, we need principles reasons for why it helps Google; that is, we should be optimizing for Google—with Google’s diversity being a component of that. For example currently those trying to work extra hours or take extra stress will inevitably get ahead and if we try to change that too much, it may have disastrous consequences. Also, when considering the costs and benefits, we should keep in mind that Google’s funding is finite so its allocation is more zero-sum than is generally acknowledged.
The Harm of Google’s biases
I strongly believe in gender and racial diversity, and I think we should strive for more. However, to achieve a more equal gender and race representation, Google has created several discriminatory practices:
· Programs, mentoring, and classes only for people with a certain gender or race 
· A high priority queue and special treatment for “diversity” candidates
· Hiring practices which can effectively lower the bar for “diversity” candidates by decreasing the false negative rate
· Reconsidering any set of people if it’s not “diverse” enough, but not showing that same scrutiny in the reverse direction (clear confirmation bias)
· Setting org level OKRs for increased representation which can incentivize illegal discrimination 
These practices are based on false assumptions generated by our biases and can actually increase race and gender tensions. We’re told by senior leadership that what we’re doing is both the morally and economically correct thing to do, but without evidence this is just veiled left ideology that can irreparably harm Google.
Diversity for its own sake is just rearranging deck chairs on the Titanic. If you have a commitment to facts and reason, it should not matter what the source is. If your best team of programmers is all white men, it shouldn’t matter if their product is good.
Why we’re blind
We all have biases and use motivated reasoning to dismiss ideas that run counter to our internal values. Just as some on the Right deny science that runs counter to the “God > humans > environment” hierarchy (e.g., evolution and climate change) the Left tends to deny science concerning biological differences between people (e.g., IQ and sex differences). Thankfully, climate scientists and evolutionary biologists generally aren’t on the right. Unfortunately, the overwhelming majority of humanities and social scientists learn left (about 95%), which creates enormous confirmation bias, changes what’s being studied, and maintains myths like social constructionism and the gender wage gap. Google’s left leaning makes us blind to this bias and uncritical of its results, which we’re using to justify highly politicized programs.
In addition to the Left’s affinity for those it sees as weak, humans are generally biased towards protecting females. As mentioned before, this likely evolved because males are biologically disposable and because women are generally more cooperative and areeable than men. We have extensive government and Google programs, fields of study, and legal and social norms to protect women, but when a man complains about a gender issue issue [sic] affecting men, he’s labelled as a misogynist and whiner. Nearly every difference between men and women is interpreted as a form of women’s oppression. As with many things in life, gender differences are often a case of “grass being greener on the other side”; unfortunately, taxpayer and Google money is spent to water only one side of the lawn.
Protect the eggs? Male disposability? This guy…this guy here is dangerously close to ingesting a red pill.
The same compassion for those seen as weak creates political correctness, which constrains discourse and is complacent to the extremely sensitive PC-authoritarians that use violence and shaming to advance their cause. While Google hasn’t harbored the violent leftists protests that we’re seeing at universities, the frequent shaming in TGIF and in our culture has created the same silence, psychologically unsafe environment.
Let’s call “political correctness” by its true name: crude thought-policing. It is motivated by the same idea where kings made it a crime to insult or criticize them. Lèse-majesté has transformed into lèse-victimé.
I hope it’s clear that I’m not saying that diversity is bad, that Google or society is 100% fair, that we shouldn’t try to correct for existing biases, or that minorities have the same experience of those in the majority. My larger point is that we have an intolerance for ideas and evidence that don’t fit a certain ideology. I’m also not saying that we should restrict people to certain gender roles; I’m advocating for quite the opposite: treat people as individuals, not as just another member of their group (tribalism).
My concrete suggestions are to:
·As soon as we start to moralize an issue, we stop thinking about it in terms of costs and benefits, dismiss anyone that disagrees as immoral, and harshly punish those we see as villains to protect the “victims.”
Stop alienating conservatives.
· Viewpoint diversity is arguably the most important type of diversity and political orientation is one of the most fundamental and significant ways in which people view things differently.
· In highly progressive environments, conservatives are a minority that feel like they need to stay in the closet to avoid open hostility. We should empower those with different ideologies to be able to express themselves.
· Alienating conservatives is both non-inclusive and generally bad business because conservatives tend to be higher in conscientiousness, which is require for much of the drudgery and maintenance work characteristic of a mature company.
Never going to happen. Progressives would never deign to sully their pure minds with even the suggestion that someone has a valid reason for holding an opinion contrary to their own.
Confront Google’s biases.
· I’ve mostly concentrated on how our biases cloud our thinking about diversity and inclusion, but our moral biases are farther reaching than that.
· I would start by breaking down Googlegeist scores by political orientation and personality to give a fuller picture into how our biases are affecting our culture.
And you will run into exactly the same issue that pollsters in the 2016 Presidential election ran into: people are not going to truthfully state their political positions to Progressives who will use the information to harangue them or mock them. Any conservative who has somehow managed to sneak into Google is certainly not going to out himself or herself.
Stop restricting programs and classes to certain genders or races.
· These discriminatory practices are both unfair and divisive. Instead focus on some of the non-discriminatory practices I outlined.
Have an open and honest discussion about the costs and benefits of our diversity programs.
· Discriminating just to increase the representation of women in tech is as misguided and biased as mandating increases for women’s representation in the homeless, work-related and violent deaths, prisons, and school dropouts.
· There’s currently very little transparency into the extend of our diversity programs which keeps it immune to criticism from those outside its ideological echo chamber.
· These programs are highly politicized which further alienates non-progressives.
· I realize that some of our programs may be precautions against government accusations of discrimination, but that can easily backfire since they incentivize illegal discrimination.
Of course there is very little information as to the efficacy forced diversity programs because the reasonable inference is that these programs have not had the desired effect.
Focus on psychological safety, not just race/gender diversity.
· We should focus on psychological safety, which has shown positive effects and should (hopefully) not lead to unfair discrimination.
· We need psychological safety and shared values to gain the benefits of diversity
· Having representative viewpoints is important for those designing and testing our products, but the benefits are less clear for those more removed from UX.
Here’s the problem: The representative viewpoints are already available. The arguments have been argued. The positions have been laid out. But there is no room for dissent at Google.
· I’ve heard several calls for increased empathy on diversity issues. While I strongly support trying to understand how and why people think the way they do, relying on affective empathy—feeling another’s pain—causes us to focus on anecdotes, favor individuals similar to us, and harbor other irrational and dangerous biases. Being emotionally unengaged helps us better reason about the facts.
Empathy is a virtue, but it is not empathy that the author’s cohorts want: It’s sympathy. They want you to allow them to emotionally manipulate you into giving them what they want. They want to say “Look at how beautifully I suffer! Oh, look how I bleed! Won’t anyone come save me from these troubles?” and for you to throw all reason to the side and submit to their will.
· Our focus on microaggressions and other unintentional transgressions increases our sensitivity, which is not universally positive: sensitivity increases both our tendency to take offense and our self censorship, leading to authoritarian policies. Speaking up without the fear of being harshly judged is central to psychological safety, but these practices can remove that safety by judging unintentional transgressions.
· Microaggression training incorrectly and dangerously equates speech with violence and isn’t backed by evidence.
Oh, the “speech = violence” trope is far more sinister than the author believes. The “speech = violence” trope gives the party offended by speech license to do actual violence to the offending party and call it self-defense. They will claim that your words alone will justify their violence.
Be open about the science of human nature.
· Once we acknowledge that not all differences are socially constructed or due to discrimination, we open our eyes to a more accurate view of the human condition which is necessary if we actually want to solve problems.
Reconsider making Unconscious Bias training mandatory for promo committees.
· We haven’t been able to measure any effect of our Unconscious Bias training and it has the potential for overcorrecting or backlash, especially if made mandatory.
· Some of the suggested methods of the current training (v2.3) are likely useful, but the political bias of the presentation is clear from the factual inaccuracies and the examples shown.
· Spend more time on the many other types of biases besides stereotypes. Stereotypes are much more accurate and responsive to new information than the training suggests (I’m not advocating for using stereotypes, I [sic] just pointing out the factual inaccuracy of what’s said in the training).
 This document is mostly written from the perspective of Google’s Mountain View campus, I can’t speak about other offices or countries.
 Of course, I may be biased and only see evidence that supports my viewpoint. In terms of political biases, I consider myself a classical liberal and strongly value individualism and reason. I’d be very happy to discuss any of the document further and provide more citations.
 Throughout the document, by “tech”, I mostly mean software engineering.
 For heterosexual romantic relationships, men are more strongly judged by status and women by beauty. Again, this has biological origins and is culturally universal.
 Stretch, BOLD, CSSI, Engineering Practicum (to an extent), and several other Google funded internal and external programs are for people with a certain gender or race.
 Instead set Googlegeist OKRs, potentially for certain demographics. We can increase representation at an org level by either making it a better environment for certain groups (which would be seen in survey scores) or discriminating based on a protected status (which is illegal and I’ve seen it done). Increased representation OKRs can incentivize the latter and create zero-sum struggles between orgs.
 Communism promised to be both morally and economically superior to capitalism, but every attempt became morally corrupt and an economic failure. As it became clear that the working class of the liberal democracies wasn’t going to overthrow their “capitalist oppressors,” the Marxist intellectuals transitioned from class warfare to gender and race politics. The core oppressor-oppressed dynamics remained, but now the oppressor is the “white, straight, cis-gendered patriarchy.”
 Ironically, IQ tests were initially championed by the Left when meritocracy meant helping the victims of the aristocracy.
 Yes, in a national aggregate, women have lower salaries than men for a variety of reasons. For the same work though, women get paid just as much as men. Considering women spend more money than men and that salary represents how much the employees sacrifices (e.g. more hours, stress, and danger), we really need to rethink our stereotypes around power.
 “The traditionalist system of gender does not deal well with the idea of men needing support. Men are expected to be strong, to not complain, and to deal with problems on their own. Men’s problems are more often seen as personal failings rather than victimhood,, due to our gendered idea of agency. This discourages men from bringing attention to their issues (whether individual or group-wide issues), for fear of being seen as whiners, complainers, or weak.”
 Political correctness is defined as “the avoidance of forms of expression or action that are perceived to exclude, marginalize, or insult groups of people who are socially disadvantaged or discriminated against,” which makes it clear why it’s a phenomenon of the Left and a tool of authoritarians.