HOPE 2024 Resources
I hope you enjoyed the talk! Below are some useful citations from my research; some of them are mentioned in the talk, some are not. They should provide an interesting starting point for anyone wanting to dive deeper.
Here are the Slides.
Links
A Systematic Review of Green AI - Verdecchia - 2023 - WIREs Data Mining and Knowledge Discovery - Wiley Online Library. https://wires.onlinelibrary.wiley.com/doi/10.1002/widm.1507. Accessed 6 July 2024.
“Active Workstreams.” IGDA Climate Special Interest Group, https://www.igdaclimatesig.org/workstreams. Accessed 6 July 2024.
“AlphaDev.” Wikipedia, 20 June 2024. Wikipedia, https://en.wikipedia.org/w/index.php?title=AlphaDev&oldid=1230062515.
Brain, Tega, et al. “Solar Protocol: Exploring Energy-Centered Design.” Computing within Limits, LIMITS, 2022. limits.pubpub.org, https://limits.pubpub.org/pub/solar/release/1.
Cahn, David. “AI’s $600B Question.” Sequoia Capital, 20 June 2024, https://www.sequoiacap.com/article/ais-600b-question/.
Chill Lofi Music - Solarpunk/Sofi. Directed by Acorn Land Labs, 2023. YouTube, https://www.youtube.com/watch?v=3fYhknNgvQw.
Decker, Kris De, et al. “How to Build a Low-Tech Website?” LOW←TECH MAGAZINE, 24 Sept. 2018, https://solar.lowtechmagazine.com/2018/09/how-to-build-a-low-tech-website/.
-–. “LOW←TECH MAGAZINE.” LOW←TECH MAGAZINE, https://solar.lowtechmagazine.com/. Accessed 6 July 2024.
Heliostat #1 — Stela. https://stela.website/Heliostat-1. Accessed 6 July 2024.
How to Build a Chicken Coop for $50. Acorn Land Labs, 2023. YouTube, https://www.youtube.com/watch?v=RiiNKWqkBD0.
How to Save the Planet: Degrowth vs Green Growth? Directed by OxfordSmithSchool, 2022. YouTube, https://www.youtube.com/watch?v=YxJrBR0lg6s.
I Will Fucking Piledrive You If You Mention AI Again — Ludicity. https://ludic.mataroa.blog/blog/i-will-fucking-piledrive-you-if-you-mention-ai-again/. Accessed 10 July 2024.
Orland, Kyle. “Taking a Closer Look at AI’s Supposed Energy Apocalypse.” Ars Technica, 25 June 2024, https://arstechnica.com/ai/2024/06/is-generative-ai-really-going-to-wreak-havoc-on-the-power-grid/.
Piantella, Tega Brain, Alex Nathanson and Benedetta. Solar Protocol. http://solarprotocol.net/. Accessed 6 July 2024.
Stone, Kara. Solar Server. https://www.solarserver.games/solarserver.games. Accessed 6 July 2024.
The Bitter Lesson. http://www.incompleteideas.net/IncIdeas/BitterLesson.html. Accessed 10 July 2024.
“The Californian Ideology.” The Ted K Archive, https://www.thetedkarchive.com/library/richard-barbrook-and-andy-cameron-the-californian-ideology. Accessed 10 July 2024.
Verdecchia, Roberto, et al. “A Systematic Review of Green AI.” WIREs Data Mining and Knowledge Discovery, vol. 13, no. 4, 2023, p. e1507. Wiley Online Library, https://doi.org/10.1002/widm.1507.
Vries, Alex de. “The Growing Energy Footprint of Artificial Intelligence.” Joule, vol. 7, no. 10, Oct. 2023, pp. 2191–94. www.cell.com, https://doi.org/10.1016/j.joule.2023.09.004.
Wang, Yu, et al. Energy-Aware DNN Graph Optimization. arXiv:2005.05837, arXiv, 12 May 2020. arXiv.org, http://arxiv.org/abs/2005.05837.
Yokoyama, André M., et al. “Investigating Hardware and Software Aspects in the Energy Consumption of Machine Learning: A Green AI-Centric Analysis.” Concurrency and Computation: Practice and Experience, vol. 35, no. 24, 2023, p. e7825. Wiley Online Library, https://doi.org/10.1002/cpe.7825.