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I describe the assessment framework of labor-based contract grading (LBCG). In a labor-based grading scheme, the time and effort ("labor") a student spends on an assignment determines the credit they receive; the contract component requires…

Physics Education · Physics 2024-02-27 Jeremy M. Wachter

Market makers play an essential role in financial markets. A successful market maker should control inventory and adverse selection risks and provide liquidity to the market. As an important methodology in control problems, Reinforcement…

Trading and Market Microstructure · Quantitative Finance 2022-07-04 Junshu Jiang , Thomas Dierckx , Duxiang Xiao , Wim Schoutens

When perturbation or unexpected events do occur, agents need protocols for repairing or reforming the supply chain. Unfortunate contingency could increase too much the cost of performance, while breaching the current contract may be more…

Artificial Intelligence · Computer Science 2013-04-24 Ioan Alfred Letia , Adrian Groza

Climate change and environmental concerns represent a global crisis accompanied by significant economic challenges. Regular international conferences held to address these issues, such as in the UK (2021) and Egypt (2022), spark debate…

General Economics · Economics 2024-04-12 Reza Hafezi , David A. Wood , Firouzeh Rosa Taghikhah

The global production of electric goods is at an all-time high, causing negative environmental and health impacts as well as a continuing depletion of natural resources. Considering the worsening global climate change, a transition of…

Software Engineering · Computer Science 2025-11-11 Dominique Briechle , Mohammed Fahad Ali , Marit Briechle-Mathiszig , Tobias Geger , Robert Werner , Andreas Rausch

This paper presents quasi-experimental research examining the effect of both local and state anti-discrimination laws on sexual orientation on the labor supply and wages of lesbian, gay, and bisexual (LGB) workers. To do so, we use the…

General Economics · Economics 2025-11-21 Scott Delhommer , Domonkos F. Vamossy

Large language models (LLMs) are increasingly deployed in cost-sensitive and on-device scenarios, and safety guardrails have advanced mainly in English. However, real-world Chinese malicious queries typically conceal intent via homophones,…

Computation and Language · Computer Science 2026-01-06 Zhenhong Zhou , Shilinlu Yan , Chuanpu Liu , Qiankun Li , Kun Wang , Zhigang Zeng

I analyze long-term contracting in insurance markets with asymmetric information. The buyer privately observes her risk type, which evolves stochastically over time. A long-term contract specifies a menu of insurance policies, contingent on…

Theoretical Economics · Economics 2022-09-01 Vitor Farinha Luz

Air pollution has emerged as a serious challenge for China, posing a threat to public health and hindering the progress of sustainable economic development. In response to air pollution and other environmental issues, the Chinese government…

General Economics · Economics 2024-11-12 Hambur Wang

Uncertainty in quality and the inspectors' imperfect testing capability leave raw agricultural products (e.g., fresh produce, seafood, livestock and poultry products, etc.) wide open to economically motivated adulteration (EMA), and the…

Optimization and Control · Mathematics 2023-02-21 Hengyu Liu , Wen Tong

There is an increasing supply and demand for political advertising throughout the world. At the same time, societal threats, such as election interference by foreign governments and other bad actors, continues to be a pressing concern in…

Computers and Society · Computer Science 2023-11-02 Jukka Ruohonen

This paper analyzes how the legalization of same-sex marriage in the U.S. affected gay and lesbian couples in the labor market. Results from a difference-in-difference model show that both partners in same-sex couples were more likely to be…

Econometrics · Economics 2018-07-19 Dario Sansone

For promoting the development of the marine economy more sustainably, based on the data envelopment analysis method and combined with the impact of the marine environment, the environmental performance of the marine economy was evaluated…

General Economics · Economics 2024-08-13 Yi Zheng

"Code is law" refers to the idea that, with the advent of digital technology, code has progressively established itself as the predominant way to regulate the behavior of Internet users. Yet, while computer code can enforce rules more…

Computers and Society · Computer Science 2018-01-09 Primavera De Filippi , Samer Hassan

We study the optimal design of relational contracts that incentivize an expert to share specialized knowledge with a novice. While the expert fears that a more knowledgeable novice may later erode his future rents, a third-party principal…

Theoretical Economics · Economics 2026-01-07 Zhonghong Kuang , Yi Liu , Dong Wei

It is very important to adhere strictly to ethical and social influences when delivering most of our life to artificial intelligence systems. With industry 4.0, the internet of things, data analysis and automation have begun to be of great…

Robotics · Computer Science 2018-09-25 Tuncay Yigit , Utku Kose , Nilgun Sengoz

We document the evolution of labour market power by employers on the US and Peruvian labour markets during the 2010s. Making use of a structural estimation model of labour market dynamics, we estimate differences in market power that…

General Economics · Economics 2021-03-30 Jorge Davalos , Ekkehard Ernst

We study a moral hazard problem with adverse selection: a risk-neutral agent can directly control the output distribution and possess private information about the production environment. The principal designs a menu of contracts satisfying…

Theoretical Economics · Economics 2026-01-08 Siwen Liu

Large Language Models (LLMs) are poised to transform healthcare under China's Healthy China 2030 initiative, yet they introduce new ethical and patient-safety challenges. We present a novel 12,000-item Q&A benchmark covering 11 ethics and 9…

Computation and Language · Computer Science 2025-05-13 Mouxiao Bian , Rongzhao Zhang , Chao Ding , Xinwei Peng , Jie Xu

For many legal operations teams, the management of the contracts and agreements that their organization are negotiating or have been executed is an encompassing and time-consuming task. This has resulted in specialized tools for Contract…

Information Retrieval · Computer Science 2023-12-18 Sasha Vtyurina , Adam Roegiest