The law of AI knowledge distillation
Abstract Knowledge distillation—the practice of training a compact student model on the outputs of a larger teacher model—has emerged as the fastest‐growing technique for replicating and disseminating frontier artificial intelligence (AI) capabilities.
Taorui Guan
wiley +1 more source
Exploring Bankruptcy Attorneys' Experiences With Clients Exhibiting Suicidality: Challenges and Recommendations for Suicide Prevention. [PDF]
Blosnich JR +4 more
europepmc +1 more source
Personal Bankruptcy Law, Fresh Starts, and Judicial Practice [PDF]
We explore the ways French judges respond to the possibility of discharging personal debts in exchange for liquidation of debtors’ assets. We present empirical results on the determinants of judicial selection between debtors whose debts are wiped out ...
Eric Langlais +3 more
core
Investment centre manager's multiperiod fairness perceptions and intertemporal dependency
Abstract This paper explores the motivation of investment centre managers when their investment centre's performance is affected by decisions made by their predecessor. Through a qualitative case study of a Japanese manufacturer, the effectiveness of conventional remedies for motivational issues and further motivational issues caused by the same ...
Hiroyuki Selmes‐Suzuki
wiley +1 more source
Enhancing corporate bankruptcy prediction and customer relationship sustainability through CNN-based financial feature transformation. [PDF]
Shahbazi A +5 more
europepmc +1 more source
The effect of CEO adverse professional experience on management forecast pessimism
Abstract We examine how CEOs' past experiences of corporate distress affect their subsequent forecast behaviour. We find that CEOs who experienced distress in a non‐CEO position at another firm issue more pessimistic management earnings forecasts after becoming CEO at their current firm.
Eunice S. Khoo +2 more
wiley +1 more source
The predictive factors of US hospital bankruptcy - a multi-model comparison. [PDF]
Beauvais B +6 more
europepmc +1 more source
Brand Capital and Leverage Adjustments
ABSTRACT Using a sample of U.S. firm‐year observations, we document a positive association between brand capital and the speed of leverage adjustment. This relationship is stronger among firms that exhibit greater opacity in their information disclosure, weaker governance, and more rigid financial constraints.
Tongxia Li, Chun Lu, Lei Xu, Bo Yu
wiley +1 more source
From identification to accountability in private equity hospital datasets. [PDF]
Cohen BD.
europepmc +1 more source

