*NOTE: Leftists are outraged because this analysis is accurate. Too many
people have noticed, monitored, and documented Google's increasingly
intolerant Leftist bias and censoring. Read the original analysis, without
the doubletalk, anger, denial, equivocation, and lame excuses. The lame
excuses and doubletalk are found at the link following the original
analysis.*


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.
TL:DR

Google’s political bias has equated the freedom from offense with
psychological safety, but shaming into silence is the antithesis of
psychological safety.
This silencing has created an ideological echo chamber where some ideas are
too sacred to be honestly discussed.
The lack of discussion fosters the most extreme and authoritarian elements
of this ideology.
Extreme: all disparities in representation are due to oppression
Authoritarian: we should discriminate to correct for this oppression
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.
Background [1]

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.[2] 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.
Google’s biases

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.
Left Biases

Compassion for the weak
Disparities are due to injustices
Humans are inherently cooperative
Change is good (unstable)
Open
Idealist
Right Biases

Respect for the strong/authority
Disparities are natural and just
Humans are inherently competitive
Change is dangerous (stable)
Closed
Pragmatic

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.
Possible non-bias causes of the gender gap in tech [3]

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.
Personality differences

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.
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[4], 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.
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 [5]
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 [6]

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[7] that can irreparably harm Google.
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[8] 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[9]. 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[10]. 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.

The same compassion for those seen as weak creates political
correctness[11], 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.
Suggestions

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:
De-moralize diversity.

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.
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.
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.
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.
De-emphasize empathy.

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.
Prioritize intention.

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.
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).

*[1] This document is mostly written from the perspective of Google’s
Mountain View campus, I can’t speak about other offices or countries.*

*[2] 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.*

*[3] Throughout the document, by “tech”, I mostly mean software engineering*
.

*[4] For heterosexual romantic relationships, men are more strongly judged
by status and women by beauty. Again, this has biological origins and is
culturally universal. *

*[5] 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.*

*[6] 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.*

*[7] 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.”*

*[8] Ironically, IQ tests were initially championed by the Left when
meritocracy meant helping the victims of the aristocracy.*

*[9] 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.*

*[10] “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.”*

*[11] 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.*

http://gizmodo.com/exclusive-heres-the-full-10-page-anti-div
ersity-screed-1797564320/amp

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