OpenAI's accounting of text generation energy usage

From the 10-Jun-2025 blog post:

People are often curious about how much energy a ChatGPT query uses; the average query uses about 0.34 watt-hours, about what an oven would use in a little over one second, or a high-efficiency lightbulb would use in a couple of minutes. It also uses about 0.000085 gallons of water; roughly one fifteenth of a teaspoon.

nebraska case study of data sharing for court-involved youth

Synergies for Europe's Research Infrastructures in the Social Sciences (SERISS)

Weapons of Affect: The Imperative for Transdisciplinary Information Systems Design

Ali, A. (2020, August 28). Visualizing the Social Media Universe in 2020. Visual Capitalist. https://www.visualcapitalist.com/visualizing-the-social-media-universe-in-2020/

Welcome! You are invited to join a webinar: Supporting Open Science Data Curation, Preservation, and Access by Libraries. After registering, you will receive a confirmation email about joining the webinar. (n.d.). Zoom Video. Retrieved June 28, 2020, from https://zoom.us/webinar/register/2615905946283/WN_W6dYUXQFTqGQjGAZPRB74w

Center for Scientific Workshops in All Disciplines—Lorentz-eScience Competition. (n.d.). Retrieved April 16, 2020, from https://www.lorentzcenter.nl/lorentz-escience-competition.html

Draft NIH Policy for Data Management and Sharing

pretty great intro to knowledge graphs

Instead of encouraging more “data-sharing”, the focus should be the cultivation of “data infrastructure”,¹⁴ maintained for the public good by institutions with clear responsibilities and lines of accountability.

What does this paper mean by infrastructures? Perhaps this is a reference to the traditional scholarly journals and monographs.

Interesting section on applying log-orientated approaches to existing systems.