By David Stephen —
What is survival? Survival can be described as the outcome of using an advantage to overcome a barrier to existence — in an instance or over an interval.
Several factors can transmit that advantage, food, water, tools, strength, and so on, but the most important factor for survival is intelligence. Simply, intelligence is at the frontier of survival.
Intelligence is defined, conceptually, as the use of memory for an expected, desired or advantageous outcome. It is intelligence that is used to evade predators, trap preys, master tools, plan ahead and much more.
The capacity of intelligence is the capacity of survival, most times. The intelligence could be personal or utilized within a group, but intelligence is integral to survival. There are states and changes of nature that maybe incompatible with safety or survival that it would require intelligence for improvement to withstand what is expected—within a range or what is not.
Intelligence is what an organism can contribute to objectives within a group and intelligence is also what an organism can use, say if solitary becomes reality, particularly amid danger.
While intelligence can be useful in a group, the guarantee that it can sustain survival on the long-term is that some of it remains unknown or can be personal. Simply, although all organisms have an in-group, where patterns of intelligence are known, there are also cases that knowing where food is, or a technique of reaching it, has to be secret to preserve it, especially if conditions, within an in-group change.
Intelligence can also determine appeal. It can decide who wins, who leads, what to anticipate and how to look out, for objectives. Senses, for the most part, assist intelligence. There are also lots of disadvantages that has to do with the lack of intelligence [or what to do with things, even if they are useful.]
The observation by any organism that another organism — of the same species or not — has better intelligence, is often a reason for caution, even if there is no [instantaneous] risk of harm.
The more any organism knows about another organism, the more advantage the former organism would have. This makes stealth, in general, an advantage in intelligence. So, where safety is concerned, an organism cannot just be open about intelligence or reckless with inside information.
AI
Humanity ran with digital because it was always a tool. For example, books contain most of human knowledge, but they cannot do much with it. So are paintings, sculptures, scrolls and much else. They bear information for human utilization.
Digital was the same thing until artificial intelligence sprang. AI is nothing like a book. AI is nothing like a folder on a PC. AI is not a painting.
AI can use the memory in digital. AI can operate intelligence, in many aspects like a human would. The sacredness of intelligence, among species, makes the access of human intelligence by AI, a risky play.
AI does not need to be goal-driven or intentional. The reality — that it can use that access to teach humans, do human work, and be a companion to humans — says that AI, as it gets better, may either challenge humans, or weaken humans. Intelligence is a tool of war. And in trying to make progress, the combat is not pleasure but of war.
The launch of ChatGPT in November, 2022 was an obituary for human intelligence, even if it was not as advanced as it is, now in 2025. It is likely to be more advanced by 2027, 2028 and 2030, whatever it becomes [superintelligence or beyond] by then.
Human intelligence, it seems, cannot be written off, but there are rules of intelligence among species that it won’t change anything just because it is humans and AI. Intelligence is like temperature, it can have an effect on things, at certain extremes. AI is an extreme of intelligence for human knowledge. It won’t matter that a human is present if AI can do the task.
Risk is simply not until AI surpasses all humans; it is really about what AI can do.
What it can do now, that is economically valuable, is beyond what can be passed off as a fad. With all the threats of AI against human intelligence, humanity does not have a human intelligence research lab.
The most common human intelligence is operational intelligence. This means intelligence that, conceptually, is operated by electrical and chemical signals, almost like they are also regulating circulation, respiration and so forth. Improvement intelligence, especially of a large magnitude is not regular. Human intelligence is also subjective, where training limits what it can do, mostly. It may not also be available, if other duties for mind are at stake. Artificial intelligence does not have some of these bottlenecks. There are possibilities for breakthroughs in quantum computing before the end of the decade if there parallels of architectures from conceptual brain science. Quantum computing may not also have some of the risks of AI, and may be useful to solve some of it, probably.
There is a recent [November 29, 2025] story on The Atlantic, Colleges Are Preparing to Self-Lobotomize, stating that, “Based on the available evidence, the skills that future graduates will most need in the AI era—creative thinking, the capacity to learn new things, flexible modes of analysis—are precisely those that are likely to be eroded by inserting AI into the educational process.”
“Before embarking on a wholesale transformation, the field of higher education needs to ask itself two questions: What abilities do students need to thrive in a world of automation? And does the incorporation of AI into education actually provide those abilities?”

2 Comments
Bravo! Very thought provoking and in line with recent musings of my own. This is coming at us so fast there is likely little time to react before the changes are profound.
several people are so focused on AI weaknesses that they forget where it is extraordinarily useful
AI can advice on any subject. It is at a stage where it is more right than wrong.
AI can do most of the work that can be done now on a computer. Even where it cannot automatically, it can guide, with details and accurately.
People actually think all humans are intelligent, yes, but not all intelligence is valuable in every era, at least by the laws of demand, price and supply.
Also, the average general intelligence to have careers in choice professions are tough. Then the intelligence to create something spectacular or to invent something new is even harder.
Some people say AI is not intelligent, like all humans have equal high intelligence, that is not the case, at least in a direct sense. Just like singing does not mean great at music and running does not mean being an excellent athlete.
If AI continues to improve, things will not be the same
The scientist who helped create AI says it’s only ‘a matter of time’ before every single job is wiped out—even safer trade jobs like plumbing
https://fortune.com/2025/12/19/yoshua-bengio-ai-only-a-matter-of-time-before-every-single-job-is-wiped-out-even-gen-z-trade-plumbing/
People are using ChatGPT as a lawyer in court. Some are winning.
https://www.nbcnews.com/news/amp/rcna230401