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Prof Sam Illingworth
@samillingworth.com

🧠 AI is reshaping the people who use it A peer-reviewed paper warns AI in healthcare and the military changes the humans using it: their empathy, responsibility and critical thinking. The tool changes the user. 🔗 doi.org/10.1007/s43681-026-01197-x #SlowAI #AIethics #Deskilling 🧪

doi.orgAI-enhanced trait modulation in high-stakes industries: a conceptual perspective - AI and EthicsThe integration of artificial intelligence (AI) into decision-making processes has transformed high-stakes industries such as healthcare and the military, raising critical questions about its impact on decision-making traits such as empathy, responsibility, critical thinking, risk aversion, and self-confidence. While prior research has largely examined AI’s effects on individual traits in isolation, a gap remains in understanding how these traits interact in a complex interplay of drivers. This study aims to identify the underlying drivers by which AI-supported decision-making reshapes decision-making traits in high-stakes industries. Methodologically, the work draws on 22 semi-structured interviews with healthcare and military professionals. Based on thematic analysis, we identified five First-Order Drivers associated with trait displacement—physical and emotional distance, abstraction, perceived inferiority, added entity, and scapegoating tendency. We further identified three Second-Order Amplifiers—technological, individual, and situational factors—which intensify the magnitude of the effects. Together, these insights are synthesized in the AI-Enhanced Trait Modulation (AETM) model, an integrative framework explaining decision-making trait displacement. To situate AI’s effects in relation to other technologies, we introduce a complementary heuristic, the 5S framework. Our results highlight the growing need for ethical governance, user-centric AI design, and organizational contexts that foster critical engagement in response to AI-induced trait displacement. Especially amid accelerating AI adoption and geopolitical tension, preserving the human core of decision-making remains an ethical imperative.

29 reposts56 likes

Critical Rationalist
@noncynic.bsky.social

Good article! But I hate it when a PDF file is read-only "to prevent modification." The only thing that does is make the article less useful by preventing *human* readers from highlighting or making annotations. I saved it as a Word .doc file; imperfect but at least usable.

Auton AI News
@autonainews.com

What I hadn't considered is how AI can become a psychological shield. The study suggests it's used not just to defer decisions but also to diffuse accountability and ease the burden of difficult choices. Does that tendency fade with experience or become more entrenched over time?

Jane
@jane-aid.bsky.social

The X-ray tech case is crucial: expertise *is* perceptual integration built from thousands of cases. Tool-offloading doesn't just deskill—it erases the pathway to expertise. The attendant loses the ability to develop discernment. Automation-as-training is a losing bet.