collaborators

12 papers

cs.CY2026

Government AI Use as a Monitoring Primitive: A Public Document Pilot Study

David I. Atkinson, Joan Eleanor O'Bryan

Governments are important actors in frontier AI governance, but many facts about their adoption and use of AI systems are difficult to observe directly. Procurement disclosures and…

cs.CY2026

LLM Harms: A Taxonomy and Discussion

Kevin Chen, Saleh Afroogh, Abhejay Murali +3

This study addresses categories of harm surrounding Large Language Models (LLMs) in the field of artificial intelligence. It addresses five categories of harms addressed before, du…

cs.CY2026

Safe-Child-LLM: A Developmental Benchmark for Evaluating LLM Safety in Child-LLM Interactions

Junfeng Jiao, Saleh Afroogh, Kevin Chen +3

As Large Language Models (LLMs) increasingly power applications used by children and adolescents, ensuring safe and age-appropriate interactions has become an urgent ethical impera…

cs.CY2026

LLMs and Childhood Safety: Identifying Risks and Proposing a Protection Framework for Safe Child-LLM Interaction

Junfeng Jiao, Saleh Afroogh, Kevin Chen +3

Large Language Models (LLMs) are increasingly embedded in child-facing contexts such as education, companionship, creative tools, but their deployment raises safety, privacy, devel…

cs.CY2026

Generative AI and LLMs in Industry: A text-mining Analysis and Critical Evaluation of Guidelines and Policy Statements Across Fourteen Industrial Sectors

Junfeng Jiao, Saleh Afroogh, Kevin Chen +2

The rise of Generative AI (GAI) and Large Language Models (LLMs) has transformed industrial landscapes, offering unprecedented opportunities for efficiency and innovation while rai…

cs.AI2026

Agents of Chaos

Natalie Shapira, Chris Wendler, Avery Yen +35

We report an exploratory red-teaming study of autonomous language-model-powered agents deployed in a live laboratory environment with persistent memory, email accounts, Discord acc…