AI, Big Data, and the Environment – Part 3: Emissions on demand

In our previous article, we discussed why the cloud computing used to train AI isn’t all silver lining, but let’s compare that with a form of data management we’re more familiar with – the internet. While AI’s emissions are concentrated into the hands of (relatively) few researchers and companies who train then repurpose them for general use, the internet has a distributed environmental load – it’s used by everyone with less individual onus.

by Puria Radmard
24 Jul, 2020

In 2010, the creator of the world wide web calculated that the average business user’s annual emails have the same emissions as 200 miles in a family car [1]. More recently OVO Energy predicted “If every Brit sent one less thank you email a day, we would save 16,433 tonnes of carbon a year – the same as 81,152 flights to Madrid.” [2]

As of the time writing this article (2020), ClimaTalk has a website hosted by WordPress.com, a Facebook page, and an Instagram page. For the website – every visit is a cost of almost 6g of carbon dioxide, or 0.015 miles in a passenger car [9], putting it in the top 5% of website emissions. The Facebook and Instagram pages are hosted more sustainably than WordPress however, with 0.77 g and 0.87 g per visit [8].

On another note, Blockchain cryptocurrency like Bitcoin took a wild up and down in recent years [3], and in that time many that took on the trend started ‘mining’ their own coins [4]. The computing resources required for this has been compared to AI mining – with a 2018 emissions equivalent to 1 million transatlantic flights [5].

So what we’re seeing is an industry wide trend, with ICT and communications emissions getting too high to ignore [6]. While this may deter many to absolutely reduce our internet and cloud presence, others have continued to use AI for the good it can deliver, on the promise of cleaner data services [7]. In the next article we’ll look specifically at the applications of AI in climate modelling, and how it can influence policymaking.

[1] Mike Berners-Lee and Duncan Clark, What’s the carbon footprint of … email?, The Guardian, https://www.theguardian.com/environment/green-living-blog/2010/oct/21/carbon-footprint-email, accessed on 07.2020
[2] Think Before You Thank’: If every Brit sent one less thank you email a day, we would save 16,433 tonnes of carbon a year – the same as 81,152 flights to Madrid, Ovo, https://www.ovoenergy.com/ovo-newsroom/press-releases/2019/november/think-before-you-thank-if-every-brit-sent-one-less-thank-you-email-a-day-we-would-save-16433-tonnes-of-carbon-a-year-the-same-as-81152-flights-to-madrid.html, accessed on 07.2020
[3] Samuel Gibbs, Bitcoin continues rapid slide as Russia and China stoke regulatory fears, https://www.theguardian.com/technology/2018/jan/17/bitcoin-continues-slide-drop-russia-china-regulatory-fears-cryptocurrency, The Guardian, accessed on 07.2020
[4] Sam Ingalls, Webopedia, https://www.webopedia.com/TERM/C/cryptocurrency-mining.html, accessed on 07.2020
[5] Alex Gern, Bitcoin’s energy usage is huge – we can’t afford to ignore it, https://www.theguardian.com/technology/2018/jan/17/bitcoin-electricity-usage-huge-climate-cryptocurrency, accessed on 07.2020
[6] Tsunami of data’ could consume one fifth of global electricity by 2025, Climate Home News, https://www.climatechangenews.com/2017/12/11/tsunami-data-consume-one-fifth-global-electricity-2025/, accessed on 07.2020
[7] Lydia Skrabania, Interview: How Can We Make AI More Environmentally Friendly?, https://en.reset.org/blog/interview-how-can-we-make-ai-more-environmentally-friendly-04022020, accessed on 07.2020
[8] Carbon Calculator, https://www.websitecarbon.com/, accessed on 07.2020
[9] Greenhouse Gas Equivalencies Calculator, EPA, https://www.epa.gov/energy/greenhouse-gas-equivalencies-calculator, accessed on 07.2020

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