UTS PsyDefDetect: Multi-Agent AI for Defense Mechanism Classification
Discover how UTS uses multi-agent systems and absence-based reasoning to classify psychological defense mechanisms with improved AI accuracy.
Primal-Dual Guided Decoding for Constrained Diffusion AI
Discover primal-dual guided decoding, a novel AI method enforcing constraints in discrete diffusion models without retraining, boosting text, molecular, an...
MedMSA: Transparent AI for Medical Decision-Making
Discover MedMSA, an AI framework enhancing clinical decisions with transparent, probabilistic models and uncertainty quantification in healthcare.
Ambig-DS: Benchmarking Task Ambiguity in Data Science AI
Discover Ambig-DS, a new benchmark evaluating task-framing ambiguity in data-science agents to improve AI accuracy and reliability.
Lessons from Parameter Golf on AI-Assisted Research
Discover how Parameter Golf revealed key insights on efficiency, collaboration, and innovation in AI-assisted machine learning research.