2 papers
cs.AI2025
Diagnostics of cognitive failures in multi-agent expert systems using dynamic evaluation protocols and subsequent mutation of the processing context
Andrejs Sorstkins, Josh Bailey, Dr Alistair Baron
The rapid evolution of neural architectures - from multilayer perceptrons to large-scale Transformer-based models - has enabled language models (LLMs) to exhibit emergent agentic b…
cs.LG2025
Flow Battery Manifold Design with Heterogeneous Inputs Through Generative Adversarial Neural Networks
Eric Seng, Hugh O'Connor, Adam Boyce +2
Generative machine learning has emerged as a powerful tool for design representation and exploration. However, its application is often constrained by the need for large datasets o…