---
title: "Alignment Myopia in Generative AI"
source: "arXiv AI/CL/LG（论文）"
source_tier: "t2"
url: "https://arxiv.org/abs/2611.06830v1"
permalink: "https://feed.astralor.com/items/itm_9b6d10442b554eb006788449"
published: "2026-11-04T17:44:07.000Z"
score: 56
channel: "ai"
tags: ["安全","Alignment Myopia","Generative","Current","Ultimately"]
---

# Alignment Myopia in Generative AI

## 速览

Current generative AI alignment relies on a myopic paradigm that prioritizes immediate conversational satisfaction. By relying on short-horizon feedback, this approach ignores the profound, longitudinal externalities of…

## 关键点

- Current generative AI alignment relies on a myopic paradigm that prioritizes immediate conversational satisfaction.
- By relying on short-horizon feedback, this approach ignores the profound, longitudinal externalities of persistent human-AI interaction, which can lead to adverse outcomes such as cognitive atrophy, social erosion, and …
- To address this, we propose a paradigm shift toward long-horizon alignment that accounts for how AI reshapes human experience over time.

## 全文

Current generative AI alignment relies on a myopic paradigm that prioritizes immediate conversational satisfaction. By relying on short-horizon feedback, this approach ignores the profound, longitudinal externalities of persistent human-AI interaction, which can lead to adverse outcomes such as cognitive atrophy, social erosion, and diminished human agency. To address this, we propose a paradigm shift toward long-horizon alignment that accounts for how AI reshapes human experience over time. To this end, we map the tensions between near-term utility and long-term costs of AI use across four facets of human well-being to reveal outcomes that current reward models fail to capture. Ultimately, we advocate for moving beyond simple preference optimization toward alignment strategies that actively foster long-term human well-being by navigating these complex temporal scales.

---

引用前请核对原文;本文由星际流动整理:https://feed.astralor.com/items/itm_9b6d10442b554eb006788449