Tag Archives: Equity

AI Reflects the Bias of Its Creators

By Rob Meyne

  • Dec. 6, 2025
  • 3-min read

As Artificial Intelligence controls more of our lives every day, it is disturbing to realize it is being developed to reflect certain prejudices and biases.

You cannot trust it, and I am not sure ultimately there is anything we can do about it. Figuring out what is true will get even harder in the future. It is tough enough already. But in days to come, we will have to be even more dedicated to discerning fact from opinion.

Recently I have been using, and experimenting with, Grok. Not Gronk. He was the tight end. Grok.

I was curious to see if it is biased, politically, and of course found that it is.

I asked it to give me a list of the payments members of the Biden family have received from foreign governments, individuals, and companies. Just a list. Just the facts, ma’am. 😊

Grok responded with a document under the banner of “… alleged payments…” they have received. Then when on to list them. For those watching at home, it was in the ten of millions.

Yet, the question, and the bias it reveals: why did it call them “alleged” when the payments are clearly and carefully documented, by the banks themselves, who reported them to the Treasury?

Following me? A list of proven payments (in exchange for no work, by the way) to Joe’s family. Even grandkids and in-laws. Fully documented. But Grok called them “alleged,” suggesting it isn’t true and creating doubt.

When queried further, Grok told me they use the word “alleged” not to question the payments themselves but to address the accusations of criminality that usually accompany it. But they called the payments themselves alleged.

And I hadn’t shown any interest in criminal charges or theories. Grok just assumed if I was asking about payments to the Bidens what I was really after is fodder for criminal accusations. Just looking for numbers and sources resulted in politically biased outputs.

They called the payments “alleged” even though they admitted in a later exchange there is no doubt the payments occurred.

It also recommended, unsolicited, that I ask for a list of Trump family business connections to other nations. I also didn’t ask about this.

Got it? They are doing everything they can to make it look like the Biden activities are basically the same as those of the Trump family.

Except, one, no one asked. (I also didn’t ask about the life cycle of the common shrew.)

And, two, the Trump family has a BUSINESS that involves real work, real property, employees, and sales worldwide. Grok suggests an equivalency between the Trump businesses and the Biden payoffs. But the Bidens have no actual businesses, investments, employees, products, services, or sales. They just have a series of LLCs, shell companies that take payments but have to real business.

There is a reason the name Trump appears on buildings, and the name Biden does not.

Artificial Intelligence reflects the biases of the people who develop it and the information from which they learn. It should not surprise us that AI output is flawed.

You may recall that Biden’s proposed regulations on AI mandated that it promote equity, which is the opposite of equality of opportunity. Equity benefits certain races and disadvantages others. Biden’s team built their own ideological and political prejudices into their AI regulations.

Many tech companies, their leaders, and their funders do the same. Finding the truth is getting harder as a result.

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Americans Led the Fight Against Global Slavery

By Anthony Trevlac

  • Aug. 4, 2024
  • 3-min read

Elon Musk is a giant of common sense, facts, and free speech. He may have done more, by purchasing Twitter, to protect free speech than anyone alive. His courage and comments displayed in this interview with the hapless and clueless Don Lemon are spot on.

The left’s power depends on as many of us as possible feeling victimized and powerless. They say very little positive about America and do everything they can to divide us.

Most conservative Americans don’t look at other people primarily in terms of race or sex. Most leading Democrats do. They have invented this horseshit fiction called “white privilege,” which is itself a racist and bigoted view. It makes no sense to say all Black people are inferior or that all white people are privileged. We are a nation of individuals, not groups. If a ton of people in one group do not have the same economic resources, we should spend our efforts rooting out the causes rather than constantly using race as an excuse.

But, our leaders know it is easier to blame racism for our problems than it is to courageously admit we don’t yet have all the answers. It is far easier to blame others than to admit you don’t have the answers.

Give us equal opportunity and let us live our lives. We will never become less racist by embracing policies that are racist, like intersectionality. Many in education today teach people that certain groups are denied full access to our opportunities and resources. That is simply a lie. No federal or state laws deny benefits or employment to Black people or Hispanics or Asians or anyone else.

White Americans are not the most successful or richest cohort. Not even close. Look it up and you will see that various groups with Asian heritage are far and away the most “privileged.” If we care about people, we should be looking at what makes anyone successful and promote those policies. Anyone who just assumes whites are privileged and the source of all racism are just intellectually dishonest or ignorant.

The fact that some groups underperform others is the result of an infinitely complex set of circumstances, and we should address them as we can. But, unlike what Critical Race Theory maintains, unequal results are not proof of racism. It isn’t that simple.

The goal of the American experience has NEVER been to guarantee everyone will end up in the same place, as Kamala Harris advocates, but to make sure they all have equal opportunities. It is a hugely important, fundamental distinction. Equity means equal outcomes, based on groups. It is the opposite of equal opportunity. The Biden Administration, from Day One, turned its back on equal opportunity and embraced equity, literally through an Executive Order the day he was inaugurated. (It was between 10 AM and 4 PM, so he was still awake.)

When you spend all your time looking for reasons to think America is racist, you will find them. If you look for reasons to think we are irritable, fat, mean, or rude you will find them, too.

That is exactly what we should not do. We should spend our time focusing on what is good and decent and loving. You are controlled by your dominant thoughts. If you think you will be happy, successful, and strong, you will be.

As far as slavery goes… every cohort in America has ancestors that were slaves, if you go back far enough. White people have been slaves. So have Asians, Blacks, you name it. Some Black people, even in America, owned slaves. Most of the slave trade from Africa did NOT come to America. The thing that is unique about America is the effort we made to stop slavery, not propagate it.

Slavery was a human scourge, not a uniquely American one. America was one of the earliest nations to end slavery and outlaw the slave trade. We should celebrate the fact that we fought a war to get rid of it. We should look to the future united as brothers who celebrate our mutual freedom and individuality.
When a person needs a hand, we should offer it because they are human. The issue should not be the amount of melanin in their skin, their affiliation with an “underserved” community, or their chromosomes.

If you agree with that, you have one and only one presidential candidate to vote for this year. Pick a lane.

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