Workflow

Fine-tuned language model provides automated question answering in large calculus courses, achieving 75% accuracy. Hybrid human-AI workflows maintain instructor oversight while scaling support.

Participatory research reveals gaps in deepfake sexual abuse moderation systems and proposes multi-stakeholder infrastructure improvements based on activist and survivor input.

DuoDrama uses AI agents to generate screenplay feedback that coordinates character perspectives with story-level views, improving screenwriter reflection during refinement.

Discover how generative AI enables educators to create interactive simulations without coding expertise. Learn the vibe coding approach transforming management education through accessible.

Explore multi-agent AI's five-component architecture and framework spanning technical capabilities, organizational integration, and socio-technical implications for fair, accountable AI systems.

Explore a competency framework for integrating AI education into dental curricula, from foundational knowledge to clinical implementation and innovation across preclinical and clinical training.

Systematic review of AI applications in auditing examining machine learning, NLP, and RPA across 100 articles. Explores architecture, impacts, and barriers to adoption in audit workflows and.

Review of liver-on-a-chip models comparing academic and commercial platforms, examining designs, cellular compositions, and potential to reduce drug development costs and animal testing.

Deep reinforcement learning framework for adaptive task scheduling in edge-cloud computing with improved SLA compliance, reduced operational costs, and lower task rejection rates.

Modular assessment framework for automated evaluation of data center thermal and energy efficiency using standardized KPI calculations from monitoring systems and historical datasets.

Learn to integrate large language models into qualitative research with AI4Qual. Master LLM-supported interviewing, coding, and thematic analysis through evidence-based guidance and practical tools.

Tutorial addressing the implementation gap in HCI research through LLM and MCP-enabled functional UI design, bridging conceptual design and deployable interfaces while maintaining accessibility.

AI-assisted lyric writing tool leveraging workflow-stage analysis to provide tailored support for experienced and novice lyricists across theme, ideation, drafting, and melody-fitting phases.

AI-assisted learnersourcing framework balancing student learning and content reusability in database programming education through structured collaborative roles between learners and LLMs.

Retrospective analysis of Docker's technical architecture, cross-platform expansion, and evolution toward modular standardization over a decade of development.

Explore computational tools for analyzing electroweak phase transitions, including effective potential construction, nucleation rates, and thermodynamic parameters essential for gravitational wave.

Tiered PFAS fingerprinting framework for source differentiation using targeted analytics, diagnostic ratios, isomer patterns, and geospatial analysis in complex industrial groundwater settings.

Case study of integrating generative AI into archival metadata creation for digitized photographs, demonstrating workflow improvements and standards compatibility within academic libraries.

Automated stress testing framework using coverage-guided fuzzing to systematically detect unsafe stimulation patterns in machine learning-driven neuroprosthetic devices.

Cloud-native ERM framework for multi-sector operations using microservices, cloud data management, and real-time analytics to enhance scalability, responsiveness, and cross-sector coordination.