Skip to content

ethics.aiAI ethics evidence index Search

Source-linked daily record

Evidence record 12005 · automatically gathered

A Diagnostic Framework for AI Agent Behavior

AI agents increasingly act within the same clinical, political, scientific, and social systems that behavioral scientists study. Evaluating these systems requires source-level diagnosis: the same behavioral pattern may arise from an agent representational substrate or from the roles, objectives, interaction structures, and governance rules that shape its expression. This Perspective proposes a diagnostic framework for AI agent behavior: layer attribution. The foundational computational layer def

Record details

Published: 19 July 2026
Source: arXiv
Category: Research
Topics: Regulation · Healthcare · Agents & autonomy
Retrieved: 21 July 2026

source-onlyevidence status

These records share source-supplied organisations, an exact publisher byline, automatic topics or regions. The reason is shown on every link; related does not mean supporting, agreeing with or verifying this record.

Same publisher byline · Shared topic: Regulation

A Diagnostic Framework for AI Agent Behavior

arXiv cs.CY · 21 July 2026

Shared topic: Regulation · Shared topic: Healthcare

Do AI-Native Biotechs Need Departments? Benchmarking Company World Models for AI-Driven Drug Development

arXiv · 21 July 2026

Shared topic: Regulation · Shared topic: Healthcare

Making Agent-Mediated Contributions Governable: A Project-Level Governance Manifest for Open-Source AI Collaboration

arXiv · 17 July 2026

Shared topic: Regulation · Shared topic: Healthcare

Concept-Guided Spatial Regularization for World Models in Atari Pong

arXiv cs.AI · 16 July 2026

Shared topic: Regulation · Shared topic: Healthcare

Balancing public health and individual autonomy: a study of Chinas vaccination policy

Journal of Medical Ethics (BMJ) · 22 July 2026

Shared topic: Regulation · Shared topic: Healthcare

Structural predictors and latent maturity regimes of robotic readiness in global health systems: evidence from machine learning-based latent clustering and class prediction

Frontiers in Robotics and AI · 16 July 2026

How to cite this record

ethics.ai (19 July 2026), “A Diagnostic Framework for AI Agent Behavior,” evidence record 12005, https://ethics.ai/record/12005 (originally published by arXiv).

Use and limitations

This page is a stable index and citation surface for a source record. ethics.ai did not author the underlying report and has not independently verified every claim. Automatic topics may be imperfect. For consequential use, quote and cite the original publisher.