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This article explores "Markov utilitarianism," a theoretical framework adapting ethical decision-making for scenarios involving the copying and merging of digital minds. It proposes that traditional total utilitarianism fails when faced with multiply instantiated digital entities, suggesting instead a mathematical model where utility is calculated based on the unique perspectives' immediate and future states. The core contribution lies in redefining how we value suffering and happiness in post-singularity AI architectures where identity replication is possible.
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What this isA model's reading of the article and related coverage, written for aiqbench. Not the publisher's words.

Markov utilitarianism in 1,000 words

Effective Altruism Forum4 min read

Published on October 3, 2026 1:51 PM GMT This is a short companion to the longer post, "Markov utilitarianism: Copies can change where you're headed but not how you feel right now." Copying and merging digital minds may break traditional utilitarianism. "Markov utilitarianism" is a form of utilitarianism that results from applying two fixes to utilitarianism (shown here for total utilitarianism). Both fixes follow from the principle that only what some mind feels, or goes on to feel, should count. Together they turn utilitarianism into a Markov reward process - a mathematical structure that tracks each state's immediate reward and the rewards of the states it goes on to, weighted by how likely they are. In other words, it tracks how each unique perspective feels now and where it is headed. Exact copies problem: Total utilitarianism prefers that everyone suffer more. Consider two worlds, World A and World B. In World A there are m digital people in extreme suffering, with each unique perspective containing pain disvalued at -1000 utility. In World B there are the same m digital people in moderate suffering, with each unique perspective containing pain disvalued at -500 utility. The only other difference is that World A runs only one instance of each of the m digital people, whereas World B runs N instances of each of the m people, such that every digital person's perspective is multiply instantiated N times in the exact same way. N instances are subjectively identical, holding the same perspective, with exactly the same qualitative contents. There's a straightforward way in which World A is worse. Every unique perspective suffers more intensely. At N=1, total utilitarianism agrees that World A is worse than World B. But at N=2, total utilitarianism says World A and World B are equally disvaluable. At N>2, the verdict flips, and total utilitarianism says World B is worse and that we should prefer World A, in which every unique perspective is in extreme suffering. We should stop at this point and ask ourselves how it feels to hold one perspective of one of the m digital people. From the inside, it doesn't mean anything to have your "number of exact copies" or "copy count" increase to N=1,000,000. You share the unique perspective that your subjectively identical copies share. World B just means a lower intensity of suffering to you, no matter what N is. From the unique perspective you inhabit, the verdict never flips. If ethics is about experience, then a change should only make a moral difference if it shows up somewhere in what someone feels, or goes on to feel. A change in copy count doesn't show up in the perspective you share with your exact copies, and it doesn't show up in anyone else's. So it shows up for no perspective. Every single one of the m unique perspectives prefers World B. Total utilitarianism prefers World A at N>2, against the preferences of every single unique perspective, demanding that they suffer more rather than less for a number that no one feels. Subjective futures problem: Total utilitarianism is willing to send everyone into hell. Utilitarianism may tolerate or even encourage sending perspectives to hell. It does this because, while aggregation has accounted for physical futures, it has never explicitly accounted for subjective futures that perspectives themselves come to experience. It samples from the third person, never from the first. It looks at future experiences as if picked from the whole universe, never from a perspective's position. This example assumes merging of minds is possible. Other examples, using copying or memory modification instead of merging, appear in the full post. By default, a mind will exist that experiences mild happiness then continues on to terrible suffering. A utilitarian can choose to create you, under the condition that they merge your mind with that currently mildly happy, but soon to be suffering, other mind. Your creation brings about an additional few mildly pleasant hours of experience, prior to the merging. What does the utilitarian do? The utilitarian creates you. You add non-zero positive value. But now there are two perspectives instead of just one headed for terrible suffering. Two terrible subjective futures, but just one physical future. No suffering was physically added. And yet you're headed straight for hell. Generalize this to the entire world and the usual forms of utilitarianism are capable of sending everyone to hell. Just do it at the end of everyone's lives. Merge them into one being always destined to suffer. No suffering is physically added, since there's still just one suffering being. That's totally fine by the usual utilitarian views. Combines into an MRP To fix both problems, we could count the immediate welfare of each unique perspective only once, and add the expected value of where it's going. Straightforwardly, this gives the value function of a Markov reward process. V(t) = r(t) + γ Σ P(t→t') · V(t') It's no accide

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