Harm Series: Coherence as the Standard
Coherence as the Standard
Selective outrage isn't a moral failure. It's a structural one. And the structure is the argument.
The previous paper established harm as the load-bearing axis: investigable, victim-centered, consistently applicable. This paper is about the last property, the one that makes the framework genuinely demanding rather than merely rhetorically appealing.
Consistent application means the framework asks the same questions regardless of who the actor is, which harms are currently socially legible, and whether the answer is comfortable.
That is not a small ask. It is the ask that most ethical frameworks quietly abandon the moment it becomes inconvenient.
And the abandonment is where the framework stops being a tool and starts being a weapon pointed in a predetermined direction.
The Selective Outrage Problem
Consider the person who expresses moral outrage about AI-generated content displacing human workers, while holding a phone whose components were extracted under conditions that produced documented harm to mining communities in the Democratic Republic of Congo. The outrage about AI may be genuinely felt. The analysis may be correct. The harm being described may be real.
And yet the same person is participating in a supply chain that produces harm of a different kind, in a different location, to people with less visibility in the current cultural moment. The harm framework asks the same question about both. The selective outrage framework does not.
This is not a gotcha. It is not an argument that the AI concern is invalid. It is an observation about what happens when a harm framework is applied inconsistently: some harms get investigated and some harms get normalized, and the difference is not about the magnitude of the harm but about the social legibility of the people affected and the proximity of the harm to your own participation in it.
Selective outrage feels like moral clarity while functioning as moral camouflage.
The person practicing it has organized their moral attention around the harms that require nothing of them personally and deflected it from the harms they are participating in. This produces a sense of moral engagement that actually functions as insulation from moral accountability.
The Coherence Standard
The replacement for selective outrage is not perfect moral consistency, which is not achievable. It is coherence of application.
Coherence asks: am I applying the same questions in the same way to comparable situations? Not: have I eliminated all participation in harm-producing systems, which is not possible for anyone embedded in existing social and economic structures. But: am I asking what was the harm with the same rigor when the actor is someone I agree with, someone I benefit from, or myself, as when the actor is someone I already find objectionable?
Purity demands that you be untouched by harm. Coherence demands that you apply your analysis without self-exemption.
The coherence standard also means being willing to update. If your harm analysis produces a conclusion that implicates you or your community, the coherent response is to take that seriously rather than to locate a reason why your situation is structurally different. It may be structurally different. But the argument for that difference has to be made, not assumed.
Why Quantification Doesn't Solve It
The appeal of quantitative measurement is obvious. If we could just measure harm precisely enough, the subjective elements would disappear. The framework would apply consistently by definition because the numbers would do the applying.
This is a genuine appeal and a false solution.
Quantification requires deciding what counts as harm, how to measure it, whose report of harm gets weighted, and whose experience of harm is legible to the measurement instrument. Those decisions are qualitative. They are made by people operating inside cultural and institutional frameworks that already encode which harms are legible and which are not. The subjectivity doesn't disappear when you quantify. It moves upstream into the methodology where it is harder to see and easier to abuse.
The history of harm measurement is not a history of increasing objectivity. It is a history of which harms got counted and which didn't, which populations' testimony was credited and which wasn't, which damage showed up in the data and which was systematically excluded. The numbers reflected the framework that built the instrument.
Coherence is more honest than quantification because it doesn't claim to remove the subjective element. It asks the subjective element to apply itself consistently. That is not a lesser standard. It is a more honest one, because it acknowledges where the judgment actually lives and holds the person making the judgment accountable for making it without self-exemption.
The Participation Problem
Here is where the coherence standard becomes most uncomfortable and most important.
If you are asking what was the harm and following that question coherently, you will eventually arrive at systems you participate in. Not systems you observe from outside. Systems whose continued operation your participation sustains.
This is not a reason to abandon the framework. It is the framework working correctly.
The person who benefits from an economic arrangement that produces documented harm to other people is not equivalent to the person who designed that arrangement. The differences are real and they matter. The coherent analysis holds those differences while also refusing to use them as an exemption. You can benefit from a harm-producing system and still be accountable for the question of what your participation sustains and what alternatives you are or aren't willing to pursue.
This is not comfortable. It is not designed to be comfortable. A framework that produces comfort rather than clarity is performing a function other than analysis.
The coherence standard asks you to apply the same question to your own participation that you apply to others'. Not to reach the same conclusion. Not to erase the real differences between the person who designs harm and the person who is embedded in it as an ordinary participant. But to ask the question with the same rigor. To not exempt yourself from the investigation you are willing to conduct on everyone else.
What Coherence Makes Possible
A coherent harm framework produces several things that selective outrage cannot.
It produces credibility. A framework that applies consistently is credible in a way that selective outrage is not. When people observe that you apply harm analysis to yourself and your own community with the same rigor you apply to others, the analysis carries weight. Selective outrage is recognizable as such, and it is routinely dismissed on that basis, often as a way of avoiding the legitimate points it contains. Coherence removes that dismissal.
It produces accountability across scales. A framework that asks the same question at every scale, from individual acts to systemic structures, can trace harm along the full chain rather than stopping at the most convenient point. This is where systemic change becomes visible as a possibility. Individual verdicts locate the problem in a person. Coherent harm analysis can locate the problem in the conditions that produced and protected that person.
It produces genuine solidarity. Selective outrage cannot produce genuine solidarity because it is organized around which harms are currently legible to your community, not around the actual distribution of harm. A coherent framework can recognize harm across the boundaries of who currently has a sympathetic audience and who doesn't. That recognition is the structural basis for solidarity that doesn't evaporate when the news cycle shifts.
The Ask
Coherence as a standard is demanding in a specific and honest way. It does not ask you to be untouched by systems that produce harm. It does not ask you to have participated in nothing you would now evaluate differently. It does not ask you to have been right all along.
It asks you to follow the question wherever it goes.
That is the ask. It is not small. But it is honest about what it requires, which is more than most frameworks offer.
NM Lewis, Signal Architect
The Naialu Institute of Motion Dynamics