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d-28563House OversightOtherPhilosophical discussion on ethical frameworks for AGI development
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November 11, 2025
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House Oversight
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House Oversight #013139
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The passage is an abstract academic analysis of ethical theory and AGI, containing no specific individuals, organizations, financial transactions, or actionable allegations. It offers no concrete lead Explores the role of the categorical imperative and Golden Rule in advanced ethical reasoning. Discusses developmental stages of moral cognition and their relevance to AGI ethics. Highlights context‑
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12.5 Clarifying the Ethics of Justice: Extending the Golden Rule in to a Multifactorial Ethical Model 223
On the other hand, logical coherence and the categorical imperative (imperatives 5 and 4)
are matters for the formal stage of cognitive development, which come along only with the
mature approach to ethics. These come from abstracting ethics beyond direct experience and
manipulating them abstractly and formally — a stage which has the potential for more deeply
and broadly ethical behavior, but also for more complicated ethical perversions (it is the mature
capability for formal ethical reasoning that is able to produce ungrounded abstractions such
as “I’m torturing you for your own good”). Developmentally, we suggest that once the capabil-
ity for formal reasoning matures, the categorical imperative and the quest for logical ethical
coherence naturally emerge, and the sophisticated combination of inferential and simulative
cognition embodied in an appropriate social context then result in the emergence of the various
characteristics typifying the mature ethical stage.
Finally, it seems that one key aspect of the passage from the mature to the enlightened stage
of ethics is the penetration of these two final imperatives more and more deeply into the judging
mind itself. The reflexive stage of cognitive development is in part about seeking a deep logical
coherence between the aspects of one’s own mind, and making reasoned modifications to one’s
mind so as to improve the level of coherence. And, much of the process of mental discipline and
purification that comes with the passage to enlightened ethics has to do with the application
of the categorical imperative to one’s own thoughts and feelings — i.e. making a true inner
systematic effort to think and feel only those things one judges are actually generally good
and right to be thinking and feeling. Applying these principles internally appears critical for
effectively applying them externally, for reasons that are doubtlessly bound up with the inter-
penetration of internal and external reality within the thinking mind, and for the “distributed
cognition” phenomenon wherein individual mind is itself an approximative abstraction to the
reality in which each individual’s mind is pragmatically extended across their social group and
their environment [Hut95].
Obviously, these are complex issues and we’re not posing the exploratory discussion given
here as conclusive in any sense. But what seems generally clear from this line of thinking is
that the complex balance between the multiple factors involved in AGI ethics, shifts during a
system’s development. If you did CEV, CAV or CBV among five year old humans, ten year
old humans, or adult humans, you would get different results. Probably you'd also get different
results from senior citizens! The way the factors are balanced depends on the mind’s cognitive
and emotional stage of development.
12.5.2 The Need for Context-Sensitivity and Adaptiveness in
Deploying Ethical Principles
As well as depending on developmental stage, there is also an obvious and dramatic context-
sensitivity involved here — both in calculating the fulfillment of abstract ethical imperatives,
and in balancing various imperatives against each other. As an example, consider the simple
Asimovian maxim “T will not harm humans,” which may be seen to follow from the Golden Rule
for any agent that doesn’t itself want to be harmed, and that considers humans as valid agents
on the same ethical level as itself. A more serious attempt to formulate this as an ethical maxim
might look something like
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