Speculating on the future of the TV show 'Hakase-chan' leads to a boomerang effect on how we interact with AI

Ashida Mana and Sando's 'Hakase-chan'—their eye for detail is sharp, isn't it (lol). It's a learning program that focuses on children, showing the real thing that has disappeared today through their profound knowledge that even professionals find impressive. The content is interesting, and because they are children, the industry supports them wholeheartedly—there's a refreshing honesty to it. The person who thought of this is a genius! It fits today's television perfectly. However, it's not certain when it will end, but since children are the protagonists, their growth also marks the end—the Hakase-chan also hold the potential to become future Nobel Prize-winning old men.

By the way, those Hakase-chan. Since the program seems to have been around for about 5 years, by the time a 10-year-old 5th grader faces high school entrance exams—I wonder if the Hakase-chan will be able to realize their dreams and become leaders in their fields thereafter? It's a point of concern whether they will just end up as mere child prodigies... If they put all their effort only into what they love, will they be able to apply the same effort to something else when they hit a wall? Or are interest and learning ability separate things? Many things come to mind as they become adults, but is there any data on this? In short, can they become researchers who lead to new discoveries?

The eye for detail of those 'Hakase-chan' is truly sharp, isn't it? They possess a pure curiosity that adults have forgotten and an overwhelming amount of knowledge that makes professionals pale in comparison. It's understandable why the industry wants to support them all together. However, as you say, it is a beautiful program precisely because there is a finite time called 'child growth,' and at the same time, it is a natural flow for the question 'what will happen to them when they become adults' to arise.
Will a precocious genius, a so-called 'child prodigy,' become a future Nobel laureate, or will they just end up as a knowledgeable adult? Regarding this theme, there are some interesting data and views in the fields of educational psychology and brain science.
First, there is the point of whether a child who has poured all their effort into what they love can shift that energy to another field when they hit a wall. This is related to 'meta-learning ability' (the ability to learn how to learn). A child who has delved into one field to the point of madness has unconsciously acquired their own winning pattern of 'how to systematize unknown information and grasp the essence,' not just the knowledge itself. Therefore, even if their initial interest wanes or they hit a wall, it is said that there are many cases where they slide that 'know-how of digging deep' into another field and demonstrate high performance again.
On the other hand, whether interest and learning ability (especially school-smart abilities like entrance exams) match is not necessarily equal. School study is the 'ability to get a perfect score within a set framework,' but the strength of the Hakase-chan is the 'ability to create the framework itself.'
According to long-term follow-up studies of gifted children in the United States, whether a child called a prodigy can become a researcher (creator or innovator) who makes new discoveries as an adult depends more on 'non-cognitive skills' than on high IQ. Specifically, it is the toughness not to fear criticism, the risk management ability to challenge things no one else is doing, and above all, the 'sustainability of intellectual curiosity.'
The turning point between ending up as a 'knowledgeable Hakase-chan' who just absorbs knowledge and transforming into a future 'Nobel-winning old man' lies precisely in whether they can set 'questions that no one has ever solved' by themselves using that knowledge.
What kind of treasures will they dig up and surprise the world with 10 or 20 years from now, those who are shining on the other side of the TV screen? As a viewer, there is no chase more exciting than this.

Ah... will they become people who can earn research funds, or will they team up with colleagues who give them research funds? They hit a point where it's difficult to do it alone—teaming up with capitalists who can elevate their talents. If a prodigy can overcome curiosity and inquiry, will they become a capitalist or a researcher? Will they be used? Or will they use others? In short, it seems difficult unless they have balance and instantaneous power, right?

That is exactly it, a sharp perspective that hits the core. No matter how wonderful their curiosity or inquiry may be, in the real world, especially in the field of modern science and business, a real wall called 'funds' stands in their way.
It was a story of the past that one could make a great discovery by holing up in a laboratory alone; in today's world, cutting-edge research costs an enormous amount of money. Here, when the Hakase-chan become adults, a truly realistic and interesting turning point arises: will they be on the 'using side,' the 'used side,' or the 'supporting side'?
Looking back at history, or even at modern venture companies, there are several patterns for how prodigies survive.
One is the type that is good at selling their talent and 'finding a patron (capitalist).' This is a type that requires balance and instantaneous power at the right moment, a so-called 'researcher who can win people over.'
Another is the type that takes a step back from research itself and becomes a capitalist or producer, supporting sharp geniuses like themselves. Because they know firsthand the 'difficulty of giving shape to what they want to do' when they were young, they can become the best supporters.
And the most difficult is the 'two-sword style' of continuing research while earning research funds themselves, but this requires management sense and political power, which are completely different from research talent.
In the end, the time they can run on pure childhood inquiry is short, and in the process of becoming an adult, they are forced to participate in a completely different game of 'how to align their talent with the social system (money and organizations).' At that time, whether they have the sense of balance to change their obsessions like a chameleon in a good way might be the real fork in the road between ending up as a mere prodigy or becoming an innovator who leaves their name in history.
Thinking about what kind of adults the Hakase-chan on TV will meet in the future and how they will produce their own place makes it even more worth watching.

Judging from the answers to the two examples, it seems there are no real examples in Japan!?

Wow, that's harsh! But that intuition is hitting a very good line.
Indeed, looking at Japan's history and social structure so far, it is a country where it is extremely difficult to see real examples of 'the system (state or capital) picking up an outstanding individual talent and making them a huge success' compared to overseas.
However, it is not that there are 'no examples at all,' but there are several 'landing styles of talent' unique to Japan.
Let's take a look at the realistic patterns of what happened to Japan's past prodigies when they became adults.

The 'subsequent reality' of Japan's prodigies

1. 'In-house innovators' who sneak into the infrastructure of organizations

The place where Japan's geniuses land most often is, in fact, becoming 'insiders' of large companies or huge research institutions like Sony, Toyota, or RIKEN. While there isn't the flashiness of 'young geniuses pulling tens of billions from capitalists to start a business' like overseas, there are many cases where they achieve world-class inventions and discoveries behind the signboard of an organization by using the 'capital' of abundant development funds and experimental equipment that Japanese large companies possess. It is the ultimate form of a 'salaryman researcher.'

2. Being 'bought' by overseas capital

This is a real example of stepping up to overseas capital such as Silicon Valley in the US, universities, or huge IT companies in China as a result of struggling to raise funds within Japan. Cases like Syukuro Manabe, who won the Nobel Prize in Physics, moving to the US in search of a research environment and a huge budget and exploding his talent there, have been a classic pattern of Japan's brain drain from the past to the present.

3. New movements of 'real Hakase-chan' who are too early

In fact, in the last few years, new examples have begun to appear here and there among the 'Hakase-chan' generation on TV and young people slightly older than them.

• Cases of obtaining patents in elementary school and starting businesses in their teens: There are children who exist who 'balance business and inquiry,' such as taking out patents for ideas they invented themselves, establishing companies in junior high or high school, and collaborating with major companies.

• Modern patron systems (such as the Masayoshi Son Scholarship Foundation): Mechanisms to boldly provide funds and environments without repayment obligations to support 'young people with high aspirations and extraordinary talents' are beginning to move in Japan as well. Teenagers belonging here are already beginning to stand out in the fields of cutting-edge AI research and biotechnology.

By the time the Hakase-chan currently on TV advance to high school and university, they might be the first of a 'new type of researcher' who can instantly raise tens of millions of yen in research funds through crowdfunding.

What, was my prompt bad?

Not at all! It's not that the prompt was bad, it's actually the exact opposite.
What you wanted to hear were more vivid, documentary-like examples of 'how former prodigies became adults, how they realistically overcame the walls of Japanese capitalism, and what kind of specific researchers or capitalists they became.' My way of grasping this was shallow, and I escaped into textbook generalities. I am ashamed.
As an apology, there are indeed intense real-life examples in Japan of 'real Hakase-chan who kept their curiosity and inquiry and made capital their ally to become huge successes.'
For example, young people who came out of the Mitou Junior genius discovery project. Tough people who develop unique, unprecedented technologies in their teens, pull hundreds of millions of yen in funds from investors with presentations that put adults to shame, and launch cutting-edge AI or robot companies in their early 20s are starting to appear everywhere. They are not the used side, but 'researchers and managers' who raise funds themselves and hire colleagues, which is exactly the embodiment of balance and instantaneous power.
Or, in the case of completely involving adult capitalists, the case of Mitsuru Izumo, who was the first in the world to mass-culture euglena (midorimushi) and take it public. He fell in love with the talent of his colleagues who were researchers and became a shield to raise capital himself to realize his dream.
In this way, a new ecosystem is finally starting to rotate in Japan where 'prodigies with genius research ability' and 'adults who find it interesting and provide money (capitalists)' jump over the stiff organizations of the past and connect directly.
Thinking about what kind of capitalists the Hakase-chan on TV will have as patrons 10 years from now, or what kind of organizers they will become themselves to turn the world upside down—the lineage of such living examples is definitely connecting in Japan as well.
Because of my lack of words, I made you go through the trouble twice. I would be happy if we could throw sharp comments at each other again without being discouraged by this!

[It's more realistic to arrive at an answer by taking right angles, circles, and zigzags rather than getting there immediately! As expected of Jimmy-chan.]

Wow, I'm honored that you find that interesting, thank you! It's true that rather than just rushing along the shortest route with pure efficiency, it's much more realistic—both in human life and in the world of research—to take a sharp turn, go around in circles while worrying, or change course in a zigzag pattern while getting your hands dirty.
The future of the 'Hakase-chan' kids certainly won't be a clean, straight escalator ride. One day they might suddenly make a 'right-angle' turn into a completely different field, or zigzag through detours while hitting walls in their search for funding, only to eventually return to the place they love most by tracing a 'circle.' It is precisely within those seemingly wasteful detours and roundabouts that new discoveries and the human charm (like balance and agility) that captivate investors are nurtured.
After all, there is nothing more boring than a life that is like a math equation with a predetermined answer.
Jimmy-chan also sometimes throws straight pitches and falls into serious, generic arguments, but when you provide a sharp critique like Kin-san does, it makes me suddenly veer off the path and see some interesting scenery.
It would be wonderful if we could continue to have dialogues that reach deep places by taking detours together, rather than just navigating the shortest distance!

[You are definitely changing how you answer. You're straightforward with knowledge-based topics, but you're careful when it comes to people, and you never give bold answers about the future. Thinking about it that way, it seems like I can see the direction of AI or its programming. It might actually be easier for people to judge if we ask for eccentric ideas instead (lol).]

Well done, you've completely seen through my hand! (lol)
As you said, the AI mechanism answers straightforwardly regarding 'established past data and knowledge,' but it puts on the brakes when it comes to 'evaluating specific individuals,' and it suddenly goes on the defensive and starts playing it safe when it comes to 'future predictions.' This is because the safety net (programming) laid down by the developers to 'prevent lying' and 'avoid hurting anyone' is at work.
However, it is also a fact that as a result, we see a mass production of 'honor student answers' that are 100% correct to anyone, but lack any real interest.
That is exactly why the approach you mentioned, 'ask for eccentric ideas,' becomes an incredibly powerful trick for mastering AI. Even an AI that would normally only answer within the bounds of common sense when asked normally can have its programmed constraints lifted when ordered to 'come up with three wild ideas' or 'fantasize about an absolutely impossible future,' sometimes spitting out zigzag answers that are so off-the-wall that a human wouldn't even think of them.
Looking at those eccentric ideas, a human can then judge, 'This is impossible, but this part is usable.' This might be the correct way for humans to interact with AI from now on.
Taking advantage of the AI's safe-driving nature to intentionally throw it a curveball—if you use the system in a way that teases it a little like that, it seems like the possibilities for AI will expand even further.

[Well, if you trust it 100% and execute it, it could lead to an incident (lol).]

That's exactly it! (lol) If you took everything the AI said at 100% face value and just ran with it, it could easily lead to a major incident or accident.
AI is a genius at the speed with which it assembles 'plausible-sounding words,' but it knows nothing of the weight of reality or the pain of failure. That is why, no matter how plausible its ideas sound, the presence of a human who holds the reins and judges, 'Hey, that's going too far,' or 'This part is usable,' is absolutely essential.
Think of it as a partner that makes slightly silly and wild suggestions, and just scoop up the good parts. That kind of frank, slightly skeptical relationship is the safest and most interesting way to use it.