Passive AI
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Passive AI use at work increases feelings of work meaninglessness, study finds
Approximately 88% of organizations around the world implemented artificial intelligence (AI) into at least one business function by the end of 2025, the latest McKinsey Global Survey on the state of AI found. Despite promised productivity gains, passive AI use at work, where employees copy-and-paste AI responses to complete tasks, can make people doubt their skills and find their work meaningless, according to a study co-authored by a faculty member from Penn State's Smeal College of...
Overlaying Governance: A Compositional Authorization Framework for Delegation and Scope in Agentic AI
Announce Type: new Abstract: As AI systems evolve from passive models into autonomous active agents capable of initiating actions, collaborating, and delegating tasks, the traditional boundaries of software systems blur. Traditional authorization and delegation frameworks, built around fixed principals, explicit requests, and static scopes, are insufficient to govern agentic systems. Agentic AI demands richer authorization semantics: agents must inherit and delegate permissions, act under...
Agentic AI and Pedagogical Best Practice: The Tension Between Automation and Learning
arXiv:2606.04543v1 Announce Type: new Abstract: Artificial intelligence in education is evolving from passive chatbots to proactive AI agents capable of initiation and goal-directed interactions. While offering opportunities for personalised learning, this shift risks undermining learner agency and cognitive effort. This paper reviews six pedagogical principles-prior knowledge activation, collaborative learning, problem-based learning, formative assessment, scaffolding, and...
GroupEnvoy: A Conversational Agent Speaking for the Outgroup to Foster Intergroup Relations
arXiv:2604.16095v3 Announce Type: replace Abstract: Conversational agents have the potential to support intergroup relations when psychological or linguistic barriers prevent direct interaction. Based on intergroup contact theory, we propose GroupEnvoy, a text-based conversational agent that represents outgroup perspectives during ingroup discussions. Its dialogue is grounded in data from a prior outgroup-only discussion.
GroupEnvoy: A Conversational Agent Speaking for the Outgroup to Foster Intergroup Relations
arXiv:2604.16095v2 Announce Type: replace Abstract: Conversational agents have the potential to support intergroup relations when psychological or linguistic barriers prevent direct interaction. Based on intergroup contact theory, we propose GroupEnvoy, a text-based conversational agent that represents outgroup perspectives during ingroup discussions. Its dialogue is grounded in data from a prior outgroup-only discussion.
Best Sleep Trackers of 2026: Oura, Whoop, and Eight Sleep
One of the most notable shifts in sleep technology is the transition from passive tracking to active guidance. Increasingly, consumer sleep trackers are offering AI-driven coaching and personalized recommendations that help users translate data into healthier habits. When thoughtfully implemented, this evolution has meaningful potential to improve outcomes.
Evidence-Based Intelligent Diagnostic and Therapeutic Visualization System with Large Language Models: Multi-Turn Interaction and Multimodal Treatment Plan Generation
arXiv:2606.06869v1 Announce Type: new Abstract: Aim: Existing AI-assisted traditional Chinese medicine diagnostic tools suffer from opaque reasoning processes, passive interaction, and limited treatment plan presentation. This study proposes a knowledge-enhanced visual diagnostic system to improve the transparency and interpretability of syndrome differentiation and treatment. Methods: The system is built upon a Neo4j knowledge graph comprising 241 syndromes, 1,263 symptoms, and 2,485 relations.
Self-regulation can curb students' overconfidence in AI
Self-regulation can curb students' overconfidence in AI Gaby Clark Scientific Editor Robert Egan Associate Editor The rapid emergence of generative AI in higher education has raised concerns about students' reliance on the use of these tools for academic and personal tasks. Although generative AI can boost productivity and creativity, key learning skills may be undermined by overreliance on it. A study conducted by researchers in EHU's ESCUTIC (School, Curriculum, and ICT) research group and...
A-Live: Passive Liveness Detection via Neuromuscular Micro-Motion Signatures on Commodity Sensors
arXiv:2606.05126v1 Announce Type: new Abstract: Liveness detection has evolved from a safeguard against presentation and replay attacks in biometric authentication to a broader requirement for distinguishing human users from non-human agents in modern digital systems. The emergence of generative and agentic AI further amplifies this need, positioning liveness as a fundamental security primitive. Existing approaches face key limitations, including reliance on explicit user interaction,...