One thing worth mentioning is that these request distributions will look different depending on which harness is being used, since different amounts/types of context are injected
harness 影响的不止跑分，还一路传到硬件账单：注入多少上下文、怎么切子代理，直接决定 KV cache 复用率和推理成本结构。也要看到代价——这份数据集全部是 Claude Code 轨迹，代表性靠“世界上很大一部分 agent 编码流量走 Claude Code”这个假设撑着，harness 生态一变就得重采。
you can manage your workload more effectivelyby:
workload management tips
Productivity drops off 20% after female faculty members become parents
This just means that they're measuring productivity incorrectly. If they worked out productivity per work hour, they'd likely find the drop in productivity was much less, if present at all.
Une énorme charge de travail pour les étudiants n’est pas un indicateur de rigueur.
Given learners' current levels of anxiety, Quebec's Action Plan on Higher Education Mental Health could become quite significant. Wonder who's currently finding solutions to these issues. Workload is controversial enough a topic that a "Design Thinking" #SolutionMode might be even more fitting than assessments of what counts as a heavy burden.
workloaddiscrepancy between teachers and student's perception
workload discrepancy
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How To Get The Most Out Of Virtual Learning – Research Digest. (n.d.). Retrieved September 29, 2020, from https://digest.bps.org.uk/2020/07/30/how-to-get-the-most-out-of-virtual-learning/
Barrett, L. F. (2020, July 8). Opinion | College Courses Online Are Disappointing. Here’s How to Fix Them. The New York Times. https://www.nytimes.com/2020/07/08/opinion/college-reopening-online-classes.html
Petersen, A. H. (n.d.). Between f**ked and a hard place. Retrieved August 30, 2020, from https://annehelen.substack.com/p/between-fked-and-a-hard-place
Women’s Work, Housework and Childcare, before and during COVID-19. COVID-19 and the Labor Market. (n.d.). IZA – Institute of Labor Economics. Retrieved July 31, 2020, from https://covid-19.iza.org/publications/dp13409/
Sultana, A., Sharma, R., Hossain, M. M., Bhattacharya, S., & Purohit, N. (2020). Burnout Among Healthcare Providers During COVID-19 Pandemic: Challenges and Evidence-based Interventions [Preprint]. SocArXiv. https://doi.org/10.31235/osf.io/4hxga
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As DeRosa put it, “my institution is very good at cutting costs. The point is to provide the best learning environment.”
Wish I was there, at my alma mater too! 1. Cutting costs, check; 2. Improving learning, check; when do we get to 3. streamlining instructor workloads? Currently in midst of argument about course caps at my school.
Course workload estimator
Few would discount the importance of a graduatestudent’s contribution in meeting the objectives oftoday’s universities. Besides taking a rigorouscourse load, many graduate students often fillcritical roles by teaching in the classroom or byconducting research with faculty. It is notuncommon for graduate students to doboth.