Digital Curation
Brumfields version 1.0

Jon Ippolito with Sara and Ben Brumfield, How Green Is Your Prompt

Excerpt playing: (choose from the outline below)

Introduction

00:00 Ben Brumfield introduces the webinar

00:22 Jon Ippolito introduces IMPACT RISK framework

01:22 Disclaimers

03:14 Scopes

Quiz: what uses more energy and water?

05:08 Quiz: what uses more energy and water?

Misleading claims about AI's environmental impact

08:38 AI champions versus critics

09:18 Misleading claim #1: LLMs are parrots

11:54 Misleading claim #2: AI's impact is a known quantity

13:22 Misleading claim #3: Massive water per prompt

15:15 Misleading claim #4: Negligible water per prompt

19:21 Misleading claim #5: Negligible electricity per prompt

20:15 Misleading claim #6: Low per-query footprint = low impact

24:38 Misleading claim #7: Focusing AI AI distracts from serious impacts

Questions about water and energy use

26:10 What's the difference between consumptive and non-consumptive water use? (Elizabeth Russey Roke)

29:49 What is a token? (Veronica Nargi)

33:33 How does AI's footprint compare to other work-related digital tasks?

Tools for assessing and minimizing AI's footprint

36:35 How can we minimize our AI footprint?

39:23 Tools to assess your AI footprint

40:51 Integrating footprints and recommendations into chatbot interfaces (Greg Nelson)

46:31 "What Uses More" challenge

Questions about tools and recommendations

47:46 Will CollaborAIte be available to the public?

50:12 Student motivations (Ethan Morin)

50:58 Less impact running on local machines? (Anuj Gupta)

53:00 Can we track sources and timeframes for energy efficiency? (Ben Brumfield)

54:57 Have these tools been used in the classroom? (Brumfield)

56:34 Data centers powered by nuclear for in space? (Gupta)

58:06 Could the excess heat from data centers be used for useful heat, eg water? (Gupta)

59:07 Which researchers with this specialty do you recommend? (Gupta)

This teleconference is a project of the University of Maine's Digital Curation program. For more information, contact ude.eniam@otiloppij.

Timecodes are in minutes: seconds

Is it fair to compare AI’s footprint to Netflix binges or burgers?

How Green Is Your Prompt?In this webinar organized by Sara and Ben Brumfield of FromThePage in conjunction with the University of Maine's Digital Curation program on 2 April 2026, New Media professor and Digital Curation program director Jon Ippolito reviews the science behind these comparisons and applies it to determine which activities and techniques use the most or least electricity and water. The webinar also reviews the critical difference between global and local impacts, and why numbers alone don’t always tell the full story.

AI’s footprint is often compared to frivolous or leisure activities like watching movies or scrolling TikTok. This time we’ll also compare it to tasks relevant for people who work with media like archivists and educators, from digitizing images to meeting via Zoom to uploading videos.

Computer scientist and special guest Greg Nelson joins the webinar with student Ethan Morin to demo a new chatbot that integrates AI footprints to help individuals and organizations understand their environmental impact, based the What Uses More app. Nelson's app, CollaborAIte, also features recommendations for ways users can offset AI use by abstaining from other carbon-intensive activities.

Watch the entire video, choose an excerpt from the menu on this page, or view the slides from the talk.

Or view more teleconferences from the Digital Curation program.