Raster to Draw.io Diagram Converter Tool | May 14 2026, 17:16

Today, in the morning, I created a program that converts a raster diagram in png/jpg format into an editable Draw.io diagram. It identifies objects – rectangles, circles, ellipses, triangles, and keeps them in their places. Then, it recognizes connections between them and links these blocks in drawio, allowing me to move them around as I wish. It also recognizes labels. It turns out pretty well. Other examples are in the comments.

The Overmedication of American Children: A Deep Dive into Prescription Trends | May 13 2026, 19:29

Today I dug up something interesting about kids and pills.

Local doctors are somewhat surprised that I’m not on any medication. Recently, an acquaintance of a doctor said in passing that he has lots of young patients who regularly take 12–14 pills a day. I started researching — and my eyes nearly popped out.

I found that according to CDC data, nearly one in five children under 12 years old are on prescription drugs. In the 12–19 age cohort, it’s every third one. Moreover, the rate among boys up to 12 years old is one and a half times higher than among girls, which is largely explained by early ADHD diagnoses. If we’re talking about long-term use (3 months or more continuously), a fifth of all children and teenagers are involved. It is reported that ADHD was diagnosed in 11.4% of children, about 7 million people, approximately every ninth child in the country. Of those with an active diagnosis, 53.6% are taking stimulants (Adderall, Ritalin, Concerta, and equivalents). In terms of the entire child population, this means about 6% of American children are constantly on psychostimulants. Besides ADHD, there are antidepressants, anti-anxiety meds, and antipsychotics. 9.3% of all children ages 5–17 have taken some kind of “mental health” medication. Among teenagers 12–17 years old — 10.7%.

This is probably the most interesting thing I’ve found. The variability between states is threefold. In Louisiana, ADHD is diagnosed in nearly every fifth child, in California – three times less often. In Louisiana 80.2% of the diagnosed children were immediately put on medication, in California – 66.7%. The southern cluster (Louisiana, Mississippi, Alabama, South Carolina) consistently shows the highest figures.

Even more interesting is the breakdown by urbanization. In large metropolises, 7.1% of children take psychotropic drugs, in small towns — 8.5%, in rural areas — 12.1%. Yet, the proportion of those receiving psychotherapy is the same everywhere — about 11–13%. Why is that? Because rural areas disastrously lack psychologists and behavioral specialists, and the pill becomes the only alternative.

There’s a separate phenomenon — polypharmacy. This is the simultaneous use of 2+ drugs for over a month. Growth from 1.8% in the early 2000s to 3.3% today. About 300,000 American children regularly take three or more classes of psychotropic substances at the same time. And for children with complex chronic conditions (Children with Medical Complexity), the situation is completely off: 52.7% take 5+ medications daily, and 19.5% take more than 10 medications per day. Thus, the stories about 12–14 pills a day. Reports say that approximately every 12th child in the USA, taking multiple drugs concurrently, risks serious drug interaction. For teenage girls on combination therapy, this risk reaches 20%.

Reading why this has happened.

It turns out that here the child’s psyche is increasingly perceived as neurochemistry that needs to be corrected with a pill, rather than as a result of sleep, stress, family environment, and a heap of other factors. Or at least the parents understand that since the rest is not fixed, the pills are an easy way out. Deprescribing (planned drug withdrawal) is hardly practiced — it’s easier to prescribe than to take off.

Secondly, rates for commercial insurance visits to a psychotherapist are on average 22% lower than for a visit to a somatic specialist. As a result, 18.2% of psychologists operate outside insurance networks (compared to 1.7% of somatic specialists). Our family pays an average of $1507 a year for psychotherapy on top of the insurance. But the pill is covered by the formulary, and the prescription copay is minimal. What choice will a tired family make? Why we are unable to raise children without mental health issues is another big topic.

Well, and another interesting point. According to our laws, an official ADHD diagnosis requires the school to provide the child with “Sec 504”: double time on tests, reduced homework, a separate quiet room for exams, allowed breaks during lessons. In the race for college admission, many parents from affluent layers consciously go for a diagnosis — it’s a legal way to give a child an advantage. And here’s the delicate part: Sec 504 specifically forbids the school from considering the effect of “mitigating measures,” which the law counts as medication. Meaning, even if the child on medication is fully functional and excels in studies — their privileges are maintained. There is simply no incentive for the family to decrease the dosage or get off the drug. The system is set up to keep the child on medication until graduation.

Human Behavior Under Isolation: Lessons from the SPHINX Experiment | May 10 2026, 18:01

In the book Project Hail Mary, Stratt tells Grace that in the USSR there was supposedly an experiment where people were locked up for several months to see what would happen, and that the people almost killed each other, leading to the experiment being halted. That wasn’t the case, but I googled and found there was another experiment – SPHINX in 1999.

There were several groups. In the first, there were four Russians and during the New Year celebrations with alcohol, they beat each other up (10 minutes, blood, they had to be pulled apart). Another group had three guys and a girl (Judith Lapier) and the mission ended because during the New Year’s celebrations, driven by excitement, Judith was attempted to be kissed twice, leading to the mission being terminated.

As VICE reports, the dialogue was “We should try kissing, I haven’t smoked for six months. Then we can kiss after the mission and compare. Let’s experiment now.”

The team included doctors with degrees (Lukyanuk, Karashkin, Murashov) and Haider Hobikhozhin, who essentially was a randomly included technician with secondary education, taking the place of the Japanese man to the right in the photo and who was first in the second photo. Who beat up or kissed whom is now somewhat forgotten.

Vadim Gushchin, a coordinator from IMBP, after the scandal stated that the fight was “friendly,” and that Lapier “ruined the mission, the atmosphere, by refusing to be kissed.”

At the Canadian Space Agency, Lapier was told that such behavior is normal for Russians and that public complaints would be considered taboo in the culture of the host country.

Navigating Simple English in “Project Hail Mary” | May 10 2026, 15:30

I’ve read about a quarter of Project Hail Mary so far. The English is very simple, easy to read, captivating; the movie so far follows the book closely, but still, it makes reading quite interesting. However, I generally find it hard to read fiction because I keep getting distracted to google stuff. I reached the phrase “..I used the bathroom (or “head” I guess, because I was on the ship)…” and it got me thinking, it’s interesting to learn that the toilet is called differently on a ship not just in Russian. And why “head”? Turns out that “galley” in Danish and German is “head”. Interestingly, galleys are also found on airplanes, and historically, galleys were used only by sailors; officers did not use them.

The text is very childish, and understandably so – the main character is a physics teacher at a school after all. All these motherfluffer and dang it, gosh darn it, fudge, holy moly, for cripes’ sake instead of for Christ’s sake, there’s even bull-puckey instead of bullshit. “To go wee” is how they say “to pee” in the book. I recall, the day before yesterday we entered a mattress store, and the consultant, while discussing the topic “if one of you goes to the toilet, the other won’t even notice that the first one got up” – well, because the mattresses are so soft – actively used the verb “to pee”. So what? 🙂

Update: when the physics teacher encounters an alien ship on page 120, the chapter ends with holy fucking shit! That’s what all the rest was leading to;)

Occasionally, there are quite funny expressions that can even be used in life 🙂 For instance, the main character asks, “Who pooped in your Rice Krispies?” which is the idiom “to poop in someone’s cereal” – “who messed up your meal”.

In conclusion, if you’re choosing your first book to read in English – this one is at the top of my list. Even something seemingly simple like “Harry Potter” is more sophisticated, in my opinion. Here, there’s a lot of dialogue, school level but almost slang-free vocabulary, and a pretty interesting plot. Plus, it’s real science fiction, where the author educates the reader about the scientific method, how the world works, etc., all from the viewpoint of the hero, a physics teacher, who shares various facts and thoughts on how physics works, relating it to the plot in his interactions with other characters or thoughts to himself (rather than directly to the reader). It’s middle school level so far, but maybe it’ll get more complex later on.