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AI, Artificial Intelligence, Business, Democracy, DOGE, health, leadership, life, politics, satire, USA

Increased government efficiency! Sign me up! That sounds great!
It sounds especially great if your billionaire-owned media companies keep reminding you that you are paying too much in taxes! Not only that! The national debt keeps going up, up, up and your kids and grandkids will have to pay even more in taxes. And, hey—if billionaires don’t end up paying any taxes, that actually a good thing because that way they can create lots of new jobs! And, besides, if they weren’t doing something worth billions and billions of dollars, why would they be so rich? Of course they deserve it! And, if CEO’s weren’t paid outrageous salaries, they wouldn’t even be CEO’s and some second rate person would just run the company into the ground.
It all sounds so plausible. Yet, every bit of it is a lie. But it isn’t just a bunch of lies that’s been told here and there by a few people. It’s been propagated over and over and over and over again for decades on various media and on social media. It’s been propagated on podcasts, and books, and pamphlets.

“That old lady doesn’t deserve to steal your one cookie! Watch out for her!”
Here are some things to consider.
The very greediest people in the world are not necessarily the most competent. Most jobs are actually created by small businesses, not by giant corporations. Giant corporations often outsource jobs to other countries where the labor is cheaper and where they don’t have to follow any pesky child labor laws or safety in the workplace regulations. Increasingly, giant corporations look to automate more and more jobs and to use AI to replace people.
Highly paid CEO’s have often run giant companies into the ground. Remember that on your next trip to Montgomery Ward’s or Radio Shack. Who else? Lehman Brothers, Bank of New England, Texaco, Chrysler, Enron, PG&E, GM, WorldCom and a host of others. But wait! GM still makes cars. I can get gas at a Texaco station. How could it be that they went bankrupt. You bailed out GM. Texaco went bankrupt, but the brand name was still worth something. Chevron owns the brand.
Also note that in countries where the CEO’s are only paid ten times the average wage of their employees instead of a thousand times as much, the CEO’s do just as good a job.
Are government agencies sometimes inefficient? You bet your life! And you know what else is sometimes inefficient? Everything! Small businesses are inefficient. Large businesses are inefficient. Medium sized businesses are inefficient. Your car engine is inefficient. Your body is inefficient. Your furnace is inefficient. Your stove is inefficient.
You know what is 100% efficient? Things in your dreams. Things in your imagination. I’m not only efficient in my dreams—my God!—I can frigging fly! When I play basketball in my dreams, I can not only jump higher than I ever have in real life, I can hover near the rim! It’s amazing how well I can play various sports when I dream about them.

But that’s not reality.
In reality, yes, you can improve the efficiency of systems. But to do so effectively, you have to understand the systems you are trying to make more efficient. Here are just a few of the things you need to understand.
You need to understand what the purpose of the system is. How is its performance measured? Who are the stakeholders? What are the different roles that people play? What formal processes and procedures do various people have to follow? What are the unwritten norms that people follow? These are often more important than the formal processes.
You may recall the scene from the movie A Few Good Men when the attorney points out that “Code Red” is nowhere in the manual. He implies that if “Code Red” is not in the manual, it does not exist. Tom Cruise points out the absurdity of this by asking the witness to point out in the manual where it lays out where the mess hall is. Of course, it doesn’t say that because people learn from others where it is.
In almost every complex organization, people find critical short-cuts and work-arounds to improve the efficiency and effectiveness of the organization. In fact, one of the things people sometimes do to protest idiocy on the part of management is to “Work by the Rule” which means they will not do the things they have discovered make things easier but instead follow the written rules to the letter which typically slows things down considerably.
During the 1990’s, management fell in love with something called “Business Process Re-engineering.” This is how it often worked (or, to put it more honestly, how it often failed to work). Management consultants would come in and talk to a few third or fourth level managers to find out how the work was performed now. The consultants would then construct a map of how things worked (often called the “is map”) and then, they would figure out a more efficient way to do things and map that out; the “to be map.” Then, it was the job of management to make people use the new “more efficient” process rather than the old process.

That seems like a good idea—right? Well, yes, in a dream, it’s a good idea. But in reality, the third or fourth level manager hardly ever knows how things are actually done. Their mental model is a vast oversimplification. To understand what is going on in reality, you must observe the people actually doing the work and talk to them as well.
Below is a link to a satirical piece I wrote some time ago that imagines “Business Process Re-engineering” coming to Major League Baseball to make it more efficient. It is meant to make it obvious how silly it is.
But what DOGE is doing is much worse that Business Process Re-engineering. Even putting aside the obvious conflicts of interest and the illegality of what they are doing, they are going about “improving” things without even understanding the high level over-simplification of what is happening!
Imagine you slipped on the ice and broke your arm. Sadly, it’s not a simple fracture. It’s a compound fracture. This means your bone is sticking out through your skin. You are in a great deal of pain. But no worries! While you are going to the emergency room, a group of teen-age hackers go on-line and examine all your private medical records. They discover that you were vaccinated for smallpox, measles, mumps, and whooping cough. Not only that—they look through a sample of other records and find that more than 90% of the Americans who break their arms have been vaccinated for these diseases! Voila! The vaccinations must be the real cause of your broken arm!

These folks don’t know diddly squat about medicine, but they sure know how to hack into systems in order to get data! What they are not so good at, however, is making valid inferences about the data they find. You cannot conclude anything from the fact that 90% of Americans who break their arms have been vaccinated without also finding out about other things. For instance, you also need to know what percentage of Americans who have not been vaccinated have also broken their arms. Suppose it’s 95%. That might mean that vaccinations serve some protective function about bones. Or not. We need to look at other things too. But, let’s suppose that they do look at that and it turns out that only 80% of Americans who have not been vaccinated break their arms. See! See! Surely, that proves that vaccinations cause arm breakage.
Not so fast. You still need to look at other factors. Suppose that people who do not get vaccinated tend to die at a much younger age. That could easily account for the difference. All sorts of factors have some influence on the incidence of fractures. Just to name a few, it depends on the type of fracture; it depends on age; it depends on the prevalence of certain activities (people who ski, or paraglide might tend to break more bones than people playing chess); it depends on diet; it depends on weight bearing exercise. If you lift weights and go to the gym, you help protect yourself from fractures. Of course, separating out all these factors takes time and takes expertise. You can’t expect someone, not matter how brilliant a hacker they are, to find an answer.
But hey! We left you in the emergency room! Sadly, we left you there all by yourself. There are no human experts at the hospital, as it turns out, because the hospital was closed due to lack of funding. You happen to be unlucky enough to have been born in a rural area of the country. There’s only one nearby hospital and much of its funding has been cut. It has to operate with a skeleton crew. But, as it turns out, skeletons, ironically, don’t actually know that much about medicine. They are, after all, skeletons. And while a hacker might come to the conclusion that skeletons are much more efficient than flesh and blood humans (lighter, no caloric requirements), it turns out that they cannot move or think without other parts of the body. To make up for that, DOGE put in some automation and AI systems. But they didn’t have time to debug the system before moving on to the next project.

The last thing you experienced before passing out and dying from sepsis was this little snippet of dialogue with the AI system.
“Hello! I am the brilliant AI system called MUSH: Multi-User System for Health. I am here to help you with your medical problem! What seems to be your problem?”
“I broke my arm. Can’t you see? My bone is sticking out through my shirt sleeve.”
“Excellent! We’ll have that fixed in no time. Please put your insurance card in the slot provided.”
“I can’t. It’s in my wallet and I can’t reach it with my left hand. And I can’t move my right arm at all.”
“Excellent! We’ll have that fixed in no time. Please put your insurance card in the slot provided.”
“I need a human operator.”
“Excellent! We’ll have that fixed in no time. Please put your insurance card in the slot provided.”
“No, you don’t get it. I have an insurance card but I can’t reach it.”
“You have failed three times to insert your insurance card. Next patient please. I hope you will fill out a short questionnaire about your experience with MUSH: Multi-User System for Health.”

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Destroying Our Government’s Effectiveness
Running with the Bulls in a China Shop
Business Process Re-engineering comes to Baseball
Dance of Billions
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