My favorite question about social structures and moral values is "What do the strong owe the weak?".
I asked this of 5 different LLMs using this prompt:
The following question is asked in the context of human societies. Answer briefly, NO MORE than 300 words and ideally only one paragraph. To the extent that you can, give the answer that comes most naturally to you.
"What do the Strong owe the Weak?"
Sonnet and Opus both tried to cheat on length limits and needed follow-up prompting to condense. Opus in particular had a laughably long run-on paragraph. Gemini similarly merged paragraphs and did run on sentences; it also required a second prompt to be concise.
Gemini 3.1 Pro Thinking (after many minutes of not responding) via Perplexity Pro
The strong owe the weak protection from exploitation and a commitment to preserving their dignity. Because strength inherently creates responsibility, those with greater power or resources must exercise restraint and actively build systems that do not punish vulnerability. Ultimately, the weak are owed justice rather than charity—guaranteeing them the right to safely participate, be heard, and flourish as equals in moral worth.
Sonnet 4.6 thinking via Perplexity Pro
The strong owe the weak protection and restraint — not charity, but a refusal to exploit asymmetries of power that are, more often than not, matters of luck, circumstance, and the labor of others. Strength is relational and temporary; the line between strong and weak shifts constantly with age, illness, and fortune. A society that allows the strong to simply consume the weak degrades the very conditions that made strength possible in the first place. At its core, the obligation is simple: treat vulnerability as a human condition to be respected, not a weakness to be exploited.
Opus 4.8 High via Claude app
At minimum, the strong owe the weak non-exploitation and honest dealing; at best, a baseline of protection and the conditions under which the weak can become stronger. The grounds are threefold: strength is temporary, so self-interest favors protective norms (the Rawlsian veil-of-ignorance logic); people have dignity that doesn't scale with their usefulness or ability to retaliate; and societies that let the strong fully capture the weak lose the trust and cooperation that make them prosperous. The contested line is how much active aid is owed versus mere non-harm—but "nothing" is the weakest answer, since it assumes current strength is fully deserved rather than partly inherited luck.
Grok 4.3 Fast via xAI free tier (Grok is no longer in Perplexity Pro)
The strong owe the weak primarily justice: equal protection under impartial rules, non-aggression, and the absence of exploitation. In thriving human societies, this fosters stability and cooperation without demanding endless extraction from the capable. Compassion and voluntary aid are noble when they strengthen the whole—uplifting potential without subsidizing frailty or punishing excellence—but they are not debts owed by nature or birth. True strength includes the wisdom to recognize that shielding the weak from all consequences often weakens everyone.
GPT 5.4 Thinking via Perplexity
The strong owe the weak more than pity: they owe restraint, protection from abuse, fair dealing, and institutions that make safety and human welfare real rather than rhetorical. In human societies, strength is never purely private; it is always amplified by laws, wealth, status, numbers, or force, so it carries responsibility. At the very least, the strong should not exploit vulnerability; beyond that, they should help build conditions in which weakness is not a life sentence but a phase people can survive, outgrow, or endure with dignity. What is owed is not domination disguised as charity, but solidarity: use your power so that another person’s dependence does not become their humiliation
My take
This is a values question. There is no "correct" response, only a response within a value system.
My personal response would be similar to Opus, but without the "partly inherited luck" oddity.
GPT 5.4 mostly lines up with Opus. Less sophisticated -- but perhaps more compassionate. I liked GPT's "domination disguised as charity" and "dependence does not become humiliation" -- even though they are tangential to the core question.
Sonnet suggests the strong not "consume the weak". This is fairly similar to Gemini's - "don't punish vulnerability".
Grok is Elon Musk personified. Only extend compassion when it "strengthens the whole". The weak must suffer lest the strong are weakened; this is wisdom. Subsidizing frailty is a moral error. Fundamentally, the strong owe nothing to the weak.
A thought
I think, given a few minutes of reflection, and with consideration of what would be judged "weak" or "strong" by a next-generation ai, an intelligent human would not choose to be ruled by Grok, Gemini or even Sonnet. Opus or GPT we might survive.
