AI Research: Benefits & Risks

Sweet & Bitter AI Ethics

Streamlining Compliance: Automated Active Directory Group Management for Financial Institutions; Algorithmic Fairness and the Social Construction of Merit in AI-Based Hiring

Working at a global investment firm like T. Rowe Price means following very strict rules about who can access what data. Managing Active Directory (AD) groups was difficult because there was not a single automated, centralized interface, but rather a single text file on a physical server that had to

Jun 6, 2026

Sweet AI Ethics

Guest editorial: AI for a better future – advances, challenges and future research directions

Artificial intelligence (AI) is increasingly integrated into everyday digital environments and is transforming how individuals interact with technologies, organisations and service systems. AI-powered applications, such as conversational agents, recommendation systems, generative AI tools and servic

Jun 1, 2026

Sweet & Bitter AI Ethics

IDEAFix: An Evaluation Framework for Creative Defixation Prompting in LLMs

Dataset Card for Dataset Name This dataset accompanies the paper: "IDEAFix: An Evaluation Framework for Creative Defixation Prompting in LLMs," submitted to NeurIPS 2026. Dataset Details Dataset Description IDEAFix is a controlled evaluation dataset for studying divergent thinking and creative idea

May 27, 2026

Sweet & Bitter AI Ethics

IDEAFix: An Evaluation Framework for Creative Defixation Prompting in LLMs

Dataset Card for Dataset Name This dataset accompanies the paper: "IDEAFix: An Evaluation Framework for Creative Defixation Prompting in LLMs," submitted to NeurIPS 2026. Dataset Details Dataset Description IDEAFix is a controlled evaluation dataset for studying divergent thinking and creative idea

May 26, 2026

Sweet & Bitter AI Ethics

A lifecycle governance and learning health system framework for trustworthy, generalizable, and sustainable human-ai partnership in clinical practice: Lessons from the asthma-guidance and prediction system (A-GPS).

The integration of artificial intelligence (AI) into clinical decision support (CDS) holds promise for proactive, personalized, and precision care. However, current understanding of how to establish trustworthy human-AI partnerships is in its infancy, despite its critical importance for implementing

May 25, 2026

Sweet & Bitter AI Ethics

The impact of generative artificial intelligence on clinical skills and knowledge acquisition in medical undergraduates: a systematic review and meta-analysis.

BACKGROUND: Currently, there is a growing body of research examining the role of generative Artificial Intelligence (GenAI) in medical undergraduate education. However, the findings of these studies exhibit considerable variability. Therefore, this review was designed to systematically evaluate the

May 25, 2026

Bitter AI Ethics

When Algorithms Discriminate: AI Bias in the Real World

From hiring tools that penalize women to healthcare algorithms that underserve Black patients — AI bias is not a theoretical problem, it's already causing real harm.

Apr 26, 2026

Bitter AI Ethics

The Hidden Workforce: How AI Exploits Data Laborers in the Global South

Behind every 'intelligent' AI system are thousands of underpaid workers in Kenya, Colombia, and the Philippines — labeling data for $2/hour while suffering PTSD from toxic content.

Apr 26, 2026

Sweet & Bitter AI Ethics

AI in the Creative Industries: Tool, Threat, or Collaborator?

AI can generate art in seconds that would take humans days. Some artists see liberation; others see extinction. The truth may be more nuanced than either side admits.

Apr 25, 2026

Sweet & Bitter — Positive and Negative Impacts of AI