A Case for End-Constrained Ethical Artificial Intelligence

One natural motivation for designing artificial intelligence (AI) with ethical capacities is to mitigate the risk that powerful AI systems will harm us. Against this idea, some authors have argued we do not need ethical AI in order to prevent harm to humans. We simply need safe AI. In this paper, I consider an argument of this type and raise objections to it. In particular, I argue that the goal of implementing safety features in AI systems is a much more complicated task than such authors have acknowledged, and moreover I maintain that merely safe AI could be ethically problematic in numerous ways. Then, I show that a certain kind of ethical AI, which I call end-autonomous ethical AI, would be especially dangerous since their autonomous capacities would make possible numerous risks. Finally, I motivate the case for a specific category of ethical AI, namely, end-constrained ethical AI. I describe these systems as possessing whatever capacities would be necessary for satisfying ethical aims beyond safety while lacking end-autonomy. In short, the goal of this paper is to establish that end-constrained ethical AI occupy a desirable middle ground between merely safe AI and end-autonomous ethical AI because they allow us to secure more ethical goods than just safety, and they are also not as risky as end-autonomous ethical AI.

Authors

Institutions

Publication Details

Journal
Science and Engineering Ethics
Published
2025-12-24
DOI
https://doi.org/10.1007/s11948-025-00577-6
Primary Topic
Ethics and Social Impacts of AI
Type
article
Field-Weighted Citation Impact
0.00

Funders

Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

A Case for End-Constrained Ethical Artificial Intelligence

Tyler Cook
Science and Engineering Ethics
Ethics and Social Impacts of AI
article

A Case for End-Constrained Ethical Artificial Intelligence

Tyler Cook
article en

Abstract

One natural motivation for designing artificial intelligence (AI) with ethical capacities is to mitigate the risk that powerful AI systems will harm us. Against this idea, some authors have argued we do not need ethical AI in order to prevent harm to humans. We simply need safe AI. In this paper, I consider an argument of this type and raise objections to it. In particular, I argue that the goal of implementing safety features in AI systems is a much more complicated task than such authors have acknowledged, and moreover I maintain that merely safe AI could be ethically problematic in numerous ways. Then, I show that a certain kind of ethical AI, which I call end-autonomous ethical AI, would be especially dangerous since their autonomous capacities would make possible numerous risks. Finally, I motivate the case for a specific category of ethical AI, namely, end-constrained ethical AI. I describe these systems as possessing whatever capacities would be necessary for satisfying ethical aims beyond safety while lacking end-autonomy. In short, the goal of this paper is to establish that end-constrained ethical AI occupy a desirable middle ground between merely safe AI and end-autonomous ethical AI because they allow us to secure more ethical goods than just safety, and they are also not as risky as end-autonomous ethical AI.

Science and Engineering EthicsVol. 32(1)
Georgia Institute of Technology (US)
Purdue University, Ohio State University
Peace, Justice and strong institutions
Openalex Percentile: Top 28%
Ethics and Social Impacts of AI
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

A Case for End-Constrained Ethical Artificial Intelligence — Tyler Cook · Science and Engineering Ethics (2025) | TGRS Research Map | TGRS