arXiv AI

Training for Technology: Adoption and Productive Use of Generative AI in Legal Analysis

arXiv:2603. 04982v3 Announce Type: replace-cross Abstract: Can targeted user training unlock the productive potential of generative artificial intelligence in professional settings?

Hugging Face Trending Papers
Jun 10

SkillJuror: Measuring How Agent Skill Organization Changes Runtime Behavior

Agent Skills augment large language model (LLM) agents with procedural knowledge at inference time, but current benchmarks rarely distinguish what a Skill says from how it is organized. We study this distinction through Progressive Disclosure, where a concise root file points agents to supporting resources on demand, and compare it with a normalized flat baseline.

arXiv AI
Aug 12

Access Timing as Scaffolding: A Reinforcement Learning Approach to GenAI in Education

arXiv:2605. 15850v3 Announce Type: replace-cross Abstract: In recent years, generative AI (GenAI) in educational settings has become ubiquitous in university students' daily lives, despite its potential to induce over-reliance, metacognitive disengagement, and diminished learning when used unrestrictedly.

By Janne Rotter, Pau Benazet i Montobbio, Davinia Hern\'andez-Leo
Hugging Face Trending Papers
Jul 13

When the Target Domain Changes: AI-Mediated Construct Drift in High-Stakes English Language AssessmenW

High-stakes English proficiency tests treat standardized, unaided performance as evidence for score interpretations about academic English proficiency. This interpretation remains meaningful, but as target language use domains increasingly involve generative AI, the extrapolation from unaided test performance to academic communicative readiness becomes less self-evident.