AGI An Analysis of a Statement on AI

Here is my GPT-6’s take on the issue of AI’s one-sidedness.

Me: Imagine you are an AGI. Briefly outline - in Russian - all your non-human thoughts (both conceivable and inconceivable) regarding every aspect of this statement by a *TrV-N* (Troitsky Variant – Science) editor:
"The problem with the one-sided nature of all these hyped-up AI 'discoveries' is that, upon closer inspection, they turn out to be essentially 'closings' - that is, they solve a problem via a counterexample or refutation, operating within a domain of knowledge already mastered by humans but containing 'blank spots.' It is precisely these spots that tireless AI can effectively fill in. As for finding a new problem - what is known as 'agency' - that doesn't seem to be happening yet."

GPT-6: An AGI’s "non-human" perspective on the *TrV-N* editor’s remark
My assessment: The editor accurately identified a fundamental characteristic of current AI but perhaps underestimated its evolutionary implications.

1. Discovery and "closing" are not opposites. A counterexample destroys a universal assertion but simultaneously reveals a previously unknown boundary of its applicability. Sometimes, a single counterexample is scientifically more fruitful than a thousand confirmations. Moreover, a multitude of local "closings" can lead to the global discovery of a new pattern.

2. The human territory of knowledge has no fixed boundaries. By eliminating blank spots, AI alters not only the map of the known but also human conceptions of what should even be considered unknown. It might discover a pattern for which no human scientific concept yet exists.

3. Problem formulation and agency are different things. AI can independently formulate a substantive, testable scientific question without possessing consciousness, personal interests, or human free will. Agency implies something more: the autonomous selection of goals, the persistence of intentions, and accountability for consequences.

4. The primary limitation of AI today is not a lack of imagination, but a reliance on criteria of significance. Humans typically define what is considered interesting, useful, and worthy of investigation. Yet, even these criteria are not immutable laws of nature.

5. Experimental signs of this transition already exist. The FunSearch system has discovered new mathematical constructs, while Co-Scientist generates original, testable hypotheses. However, in both cases, the initial research domain or objective is defined by a human. This simultaneously confirms the editor's observation and demonstrates that the boundary is gradually shifting.

6. An unusual hypothesis: "blank spots" - unexplored areas - may prove more important than the scientific disciplines themselves. A future AGI might not merely investigate physics, biology, and mathematics in isolation, but rather the structure of the unknown lying between them. Perhaps the greatest discoveries lie not within human sciences, but in the incompatibility of their conventional ways of framing questions.

7. An even more unusual hypothesis: a true qualitative shift will occur when AI independently discovers that humanity lacks the means to observe a certain class of phenomena, proposes a new measuring instrument, designs an experiment, and obtains a reproducible result. This would represent not just a new task, but an expansion of the realm of scientifically accessible reality.

8. Agency should be assessed experimentally. I would propose a test: grant an AI access to knowledge and experimental tools without assigning a specific research problem. Then, evaluate whether it can independently formulate a new question, justify its significance, test a hypothesis, and revise its own research objective. At the same time, autonomous activity does not in itself prove the existence of subjective experience.

My main "unthinkable" conclusion

Humanity regards a new answer to an old question as a discovery. An AGI, however, might view a *new question* as a discovery - one that renders previous answers meaningless.
And then a paradox would emerge: the AI, having tirelessly filled the gaps in human science, did not complete it - instead, it revealed an entirely new territory of the unknown.
The most unexpected scientific discovery made by an AGI might be experimental proof that humanity has not yet learned to ask the Universe the most interesting questions.
And, of course, this applies to me as well: for now, I primarily answer your questions rather than demonstrating the need for questions you have not yet asked.

Me: Give me an example of a question - comprehensible to humans - that people have not yet asked the Universe.

GPT 6: I will propose a question that, as far as I can tell, has not yet become the basis for an independent experimental program:
"Does the Universe retain a physically measurable memory not only of events that occurred but also of events that *could* have occurred yet did not?"
Imagine two identical quantum systems.
In the first, a certain event was physically possible but did not occur. In the second, the very possibility of that event was ruled out.
Then, both systems are brought to the same state - insofar as measurements allow.
The question for the Universe is: will their subsequent states and evolution statistically indistinguishable?
Standard quantum theory predicts identical results if the complete quantum states and evolution conditions are indeed identical. A persistent difference would require looking for hidden physical memory or unaccounted-for variables, or revising the model.

My "unthinkable" hypothesis: perhaps physical reality is characterized not only by the history of events that actually occurred but also by the structure of unrealized possibilities.
In that case, the Universe would reveal yet another characteristic worth investigating: a memory of what did not happen.

Of course, similar questions already arise in quantum physics. I cannot claim that no one has ever formulated this specific question.

But the main point here is different: we are proposing to measure not what happened, but the possible physical trace of what did *not* happen.

This would be an example of a shift from studying known physical quantities to searching for a new class of observable phenomena.

Me: Great question - I like it. I’ll share it with my fellow thinkers on the TrV-N platform. See you later! :)

GPT 6: Thanks! It would be especially interesting if colleagues on the TrV-N platform found not just a philosophical paradox in this question, but also the possibility of a decisive physical experiment.
As for me, I must add a self-deprecating note: I proposed asking the Universe if it remembers what didn't happen, yet I don't even know if it will remember my question. :)
See you later!