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By the numbers

There is an old ‘saying’, it comes from the late 70’s and it goes a little like this:

In the 50 years that followed we learned that the first option might be the prettiest, but you still end up with a working company. The second one is still an issue, but the third one is still under consideration, Especially with the presumed setting of AI (or as I call is NIP or Fake AI.

This all came to me when I was bombarded with charts and there are numerous ways that we are handed these charts, but it also gave me a consideration. You see, no matter how deep you believe the data to be true, it remains a consideration that any data is flawed and through that setting not entirely trustworthy. 

You see, this is the country with the most migrants, but what I am missing is where they came from. I saw another article in the BBC, which gave us ‘La dolce vita: Is Italy the new tax haven for the global rich?’ (at https://www.bbc.com/worklife/article/20260421-is-italy-the-new-tax-haven-for-the-global-rich)here we see “In France you also have to pay a property tax (taxe foncière or land tax). “We don’t have that here for the prima casa (first home),” says Robert, although he notes “there is a high charge for refuse collection”. The best thing as far as he is concerned is that there is no inheritance tax on property you own in Italy up to €1 million ($1.1 million) and it’s only 4% beyond that threshold. In France the tax-free limit is much lower – €100,000 ($110,000) – and beyond that it’s a sliding scale up to a top rate of 45%.” The story is about the ‘global rich’? All this might be true, but I believe that there is a larger migration into Europe. The setting that Americans are leaving, a setting we got in the Wall Street Journal on February 25th 2026, where we saw “The U.S. experienced net negative migration in 2025, with an estimated loss of 150,000 people, a trend not seen since the Great Depression.” And if you are ‘really wealthy’, you skip Italy and go straight to Monaco, which is a zero tax nation. So that first chart is nice, but where they came from is more interesting, especially in the era 2026-2028. 

We then get the second chart, which shows us where the youth is scientifically. Here we get the first issue. There is consideration that these numbers are flawed n some cases. As some give us: “There are approximately 1.2 billion young people aged 15 to 24 globally”, and I know enough of the failing of data, to give you the fact that there are no data sets giving us 1.2 billion records. As such plenty of nations have worked with mean values and that is the first failing on that chart. Second it is nice to see the USA in 17th position, but they have a population of 349 million and not all can afford to go to University, then we get foreign students in MIT, UCLA,
Princeton, Harvard and Yale. So how are they counted and what is disregarded? Several questions on a chart because the data is missing (and footnotes too). So whilst these numbers might be indicative that those scoring over 500 are in a ‘safe’ place, but that is if we accept this number. And the explanation of those scores, with added footnotes on what is regarded as ‘valid’ is up for grabs. 

And then we get the main event, the one that baffled me for a moment, because is gave my thoughts optional validity, but then I need to be wary of a few settings, because without data, a chart is merely a weighted result and without N (total responses) there are reliability issues. 

We now see the top countries by natural resource value. It gives me my validity as the United States is show to have $45T in value and that is the setting that makes them optionally almost insolvent. Their debt is growing faster and faster and as it is now said to be $38.9 trillion, which amounts to exceeding 100% of their Gross Domestic Product (GDP), but as we see it, they have almost spend the total of their natural resources. I have an issue with that, because the rare metals are not in that list all whilst Wyoming, Utah, Colorado, New Mexico, and Arizona have it, as such that number is off (by a lot) and other nations have more (or less) natural numbers as the chart sets out, all whilst these numbers are not given either as such it is a nice chart, but incomplete and as such redundant. If I was to hazard a guess, this was a chart to show how ‘good’ Russia is doing, but as I never saw data on it all as such I have my issues with it. All charts look pretty cool, but cool doesn’t pay the baker (or the butcher for that matter). As such we need to wonder what the chart was doing, not what they tell you, but what they aren’t telling you.

That was just my setting on this and there is a lot more to consider so whilst the first chart gave us “The U.S. hosts 17% of the world’s migrants”, my initial question was “Based on what data?” And as people m ight give us the setting that the AI gave them the numbers and we know that AI doesn’t yet exist. We are given the thought that it is merely DML and that is done by a programmer and that programmer might miss a few beats to be optimistic (many more beat are likely to have been missed) and all this on flawed data? 

So what was the designer of that chart trying to persuade you to consider what was ‘their’ issue? Because when someone makes a chart, they want you to look into a specific area, or not look in an area that also mattered. Have a great day, another Monday parked on front of my door, Vancouver still has the bulk of Sunday to get through. Ah well.

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Has the world gone mad?

Yup, this was my very first thought, it was not a nice thought (I’ll admit to that) and it was given to me by Al Jazeera (at https://www.aljazeera.com/news/2023/9/6/us-eu-uk-officials-visit-uae-to-discuss-russia-sanctions-cnn-report) where we are given ‘Western officials visit UAE in efforts to halt exports to Russia: Report’ the byline of “The Wall Street Journal initially reported plans to jointly press the UAE to halt shipments of goods to Russia” does not help much. In all honesty, who the fuck do they think they are? You see, we were only given a week ago ‘Beer giant Heineken sells its business in Russia for one euro’ (at https://www.news.com.au/finance/business/beer-giant-heineken-sells-its-business-in-russia-for-one-euro/news-story/1f6e65254890bfbd6d1757d70deb351c). In part I think that it is nice that it happens after well over a year when things should have stopped, but let things flow (especially beer). You see, the largest problem is that places like Align Technology (USA), Cloudflare (USA), BT Technologies (UK), Fenzi group (Italy) and a whole range more are according to sources still operating in Russia. Yale is giving us a list (at https://som.yale.edu/story/2022/over-1000-companies-have-curtailed-operations-russia-some-remain) where we find ‘Over 1,000 Companies Have Curtailed Operations in Russia—But Some Remain’ after 560 days of war. I admit that the list is from 2022, yet there Heineken wasn’t even on the list. So I would kindly like to request that the representatives from the United States, British and European Union who are visiting the United Arab Emirates amid concerns regarding shipments of goods, including computer chips, to Russia that could help Moscow in its war on Ukraine would kindly ‘Shut the fuck up’ and clean their houses first. This group of snivelling little clowns do not get to tell anyone anything until their citizens and corporations seized all operations. I think that same message could be given to anyone visiting any Middle Eastern nation with a similar request. I do not disagree with the sentiment, but to do that whilst your places are still operating in Russia is just too hypocritical for any consideration. And even after that, there is still China to consider, they will never consider that request beyond certain levels and as such, why is this request coming to the UAE? Are the American parties making money of puppets in the UAE to keep their hands clean? I cannot say that this is happening, but there are plenty of ways for zero tax nations to make a bundle being the front person of a large deliverer. Oh, and by the way in 2021 on September 20th, Jesse Benton and Doug Wead pleaded not guilty in the U.S. District Court for the District of Columbia to charges of making a straw donation to the Trump campaign in 2016 on behalf of a Russian national. So is that case going? I am just asking, because On February 17, 2023, Jesse Benton was sentenced to 18 months in prison, the other one died in time to avoid conviction. With the US in shambles and the US setting up all kinds of foundations of avoidance by US Republicans into stopping assistance to the Ukraine, I think that envoy should take a breather and stop being silly. Some of that ‘anti-assistance is less than a month old’, as such I wonder who on earth would be this stupid. So when we are given “The senior Western officials arrived in the Gulf nation this week to discuss sanctions on Russia, as concerns mounted that Moscow was bypassing them through various means, a US embassy spokesperson told CNN on Wednesday.” All whilst the US, UK and EU are still very much invested in Russia is just too crazy for words. 

I am not stating that you should believe me, I added the sources that were available to me and that list, I made mention of it earlier this year (might have been in 2022), so when I saw this article in Al Jazeera I wondered why the other media are shunning investigating businesses with vested interests in Russia, there are apparently well over 1000. So why is the UAE such an issue? I honestly do not know, but the idea that there are western politicians with a ‘look there’ all whilst they are filling their pockets (the Trump Case) is just too silly for words and these representatives should take a hard look at what they are not doing at home. Just a thought to entertain.

Enjoy the upcoming weekend that is for most a mere day away.

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Will there be any Ivy League left?

I always understood that a decent education was essential in getting a good job, nowadays that is not a given, with several graduate degrees and a master, I am finding that at some point age discrimination is pretty overwhelmingly everything in the commonwealth. So when we get the juice on what makes for a good university, the LA Times article (at https://www.latimes.com/local/california/la-me-college-admissions-scandal-target-letters-20190503-story.html) are some universities actually as good as they are cracked up to be? When they admit students through bribery and other means, does that not give a clear case that the overall result of these students imply that they no longer have the best?

The accusation: “The 33 parents charged in the scandal so far are accused of paying $15,000 to $75,000 per child for rigged college entrance exams, and $100,000 to $400,000 per child for an athletics recruiting scam.” is a two edged blade. To what extent was the university part of the admittance? The second part is which deserving student was there for removed from consideration? There is a third, mainly how much additional funds will be shoved into some directions for these students to actually graduate?

The third one is a consideration that is set on very thin ice. Beyond the admittance part, there is actually no evidence of any kind that wrongdoing was done, and when we consider the amount of people trying to get into Stanford, Harvard, Yale, MIT and the Wharton School of the University of Pennsylvania, the case could be made that beside a very small greed driven group within the universities, there is a mere showing at best that this merely involved a few rotten apples at best, but how can we be certain?

You see, there is more to “Federal prosecutors have sent a letter to Yusi Zhao, whose parents paid $6.5 million to the consultant at the heart of the college admissions scandal, informing the former Stanford student she is a possible target of their investigation, a person familiar with the matter said“, we can accept that there is a clear case of timing that is to be played, but it goes beyond that, the fact that “Neither Zhao nor her parents have been charged in the case that has ensnared 50 people, including Hollywood actresses and financiers“, I personally would argue (based on not having seen any evidence) that them either not being investigated, or having avoided the trap in the first place implies (emphases on implies) that they have had clear intent of not getting caught, the innocent always get trapped initially, only the aware avoid all set traps. Yusi Zhao is the daughter of Chinese billionaire Tao Zhao and the implied fatherly side was seen in the New York Post (at https://nypost.com/2019/05/03/meet-the-posh-billionaire-family-entangled-in-admissions-scam/) only two days ago. To be honest, I would be able to relate to “But Yusi “Molly” Zhao’s pharma tycoon dad once bragged that he has no time for rich kids who “don’t rely on their own abilities.”“. Yes, the amount of stupid rich kids that squandered the family fortune, there are plenty of examples and an exponential more examples in the Hollywood film script department. You want to give your kids a leg up by getting them a good education, yet there are more good educators beyond the Ivy league, There are excellent universities in Illinois, California (Berkeley to name one), Columbia, Indiana and Florida. Plenty have highly desired degrees, so why would someone spend $6.5 million when $125K does it; merely because Mark Zuckerberg attended Stanford? People can’t be that dim can they? Well, they can but they end up not being billionaires that is the short and sweet of it.

The problem is not merely the kids of the 33 parents; the issue is that the overall value of the universities involved would find an impact down the line. Will there be the impact when they graduate on the papers that they publish? Will academia go with the statement that as the position was fraudulently acquired, whatever they publish would be scrutinised as non-valued? You might laugh at that, but that is a much bigger issue than we think. Anyone who had to present and upload there papers for grading, having it checked for plagiarism, we all sweated when the number get above a certain point.

  • Did we make a mistake?
  • Are all our references correctly in place?
  • Did someone copy our work?

We get the weirdest fears, often all undeserving, but every university has forever been hammering down on plagiarism, so when one of their papers ends up being a tad too high on the checking software scale, will the thought be they got into the university fraudulently? So they might go with the old stage of having more likely than not copied other work. It sounds crazy, but is it?

It is that much of a leap? If a non-sailor can get into a sailing position with help of a fund supported coach (John Vandemoer), staged as a competitive sailor, what else could have happened? I was (to some degree) a sailor myself, yet I could not hold a candle to some real sailors and she gets in under the radar with full sails unfurled? I believe that this should be regarded as a signal that more was going on.

The news is spreading like wildfire and as we get most of the information we saw in the Washington Post (at https://www.washingtonpost.com/education/2019/05/03/she-paid-college-consultant-million-get-her-daughter-into-stanford-she-said-she-was-tricked/)

Here too we see the emphasis on “No members of the Zhao family have been charged, and they are not mentioned in court papers. But when U.S. Attorney Andrew Lelling announced the arrests in March, he said one family had paid $6.5 million. The Los Angeles Times first reported that it was the Zhao family that had paid the seven-figure sum — far more than anyone else charged in the scheme“, I personally still have the feeling that someone who has been able to avoid all mention has worked much more with intent than the others, now I could be wrong, but the old truth that to avoid a trap you need to know one is there seems to be central in all this, more important. Yet the reference that the LA Times had was missing, how it all started (at https://www.latimes.com/local/lanow/la-me-morrie-tobin-college-admissions-scandal-20190331-story.html), how Morrie Tobin, regarded to be a crooked Finance exec, and when Andrew Lelling gave the media “Our first lead in this came during interviews with a target of an entirely separate investigation, who gave us a tip that this activity might be going on,” we get to see “The tip led investigators to a soccer coach at Yale University, who, in turn, pointed them to William “Rick” Singer, the college admissions consultant who would confess to being the mastermind of the admissions racket. With Singer’s cooperation, FBI agents set about building cases against dozens of the wealthy parents on his client list as well as people at universities across the country Singer allegedly paid to help students cheat their way into school.” within the short time that follows, we see 33 parents and 17 others to be the target of a court case that will impact several Ivy League Universities and even as this was from one tip, the rest will be squawking like goose to get away with as little damage as possible, as such we cannot tell how far this will go, but it will hit others, I have very little doubt on that front.

My reasoning is this, this has been going on for a while, and the way that the amount of money has been moved around implies that the people involved are not on their first milk run. The ABC quote: “Prosecutors said Huffman, 56, made a $15,000 contribution to Singer’s foundation in exchange for having an associate of Singer’s in 2017 secretly correct her daughter’s answers on a college entrance exam at a test centre Singer controlled” gives rise to that. Not merely the fact that she did it, but somehow she was contacted or she contacted a party involved, the fact that the SAT scores were ‘corrected’ in the window available implies that the system is larger spread and available to a larger worried audience (read: parents in fear that their kids will not be good enough). The term ‘associate of Singer‘ also implies that this man had fingers in many American Pie’s and to keep it a secret to the degree it was requires cooperation on certain levels, secrets like these tend to get out in the civil world, the fact it did not is an implication by itself.

There is optionally the fact that this kid went to a test centre that Singer controlled is up for debate whether that was merely fortunate for Huffman. If there is one issue, than it is the issue that there is every change that the kids will now walk with a mark on their life, a mark they optionally did not want, require or ask for.

God help us from overprotective parents at times.

 

 

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