IP 6: Sustainability

Schools often bring in new management because they want to envision a different dream, and part of this new management team’s vision was place an Interactive Whiteboard (IWB) in each classroom which consumed the majority of last year’s school budget. So how much did these IWBs cost?

SMART Board 6000S V3 series: approximately $7,740 CAD not including additional software

Besides ongoing costs such as energy consumption for 65″ SMART Board is:

0.105 kW x 0.094 USD x 8hours x 22 days = $1.74 USD/month x 1.29 (August 5th exchange rate) = $2.24/month

While I could not find the wifi costs for the SMART Board, the monthly cost for iPad wifi (128gb) in Chengdu city is $615 CAD.

SMART Technologies offers a 3-5 year warranty.

The approximate annual cost of one classroom IWB over the life of its warranty is: $2,782.48-$8,752.40 CAD

($2.24 + $615) x 10 months + $7,740/3 = $8,752.40CAD/year

($2.24 + $615) x 10 months + $7,740/5 = $2,782.48CAD/year

Lohr (2020) reports that in 2018,  approximately 1 percent of global electricity consumption was from data centers. In 2020 data centers’ energy consumption was “barely growing” (Lohr, 2020) due to carbon offsets, but computing power used in machine learning doubles every month, meaning there could be change within a few years’ time, making this period of time “a critical transition phase to ensure a low-carbon and energy-efficient future” (Lohr, 2020).

Production Costs

Health, Safety, Security and Environmental Policy

From SMART Environmental Commitment

Resource Costs

From their white paper, SMART Boards are made from different types of plastics, a polyester-based plastic (Mylar®) and a melamine-based plastic (Formica®) and have an aluminum honeycomb composite. Plastic is a synthetic, man-made and non-biodegradable product. Mylar® and Formica® must be brought to facilities that specialize in recycling these materials. When melamine-based plastics and/or mylar are inappropriately disposed, they can enter waterways and effect the aquatic systems and the people who consume them (Iheanacho et al., 2020; Kennedy & El-Sabaawi, 2018). Iheanacho et al. (2020) conducted an experiment on unhealthy Clarias gariepinus, an African fish known for its nutritional value and ability to adapt. They found that chronic exposure to melamine led to symptoms of stress and neurotoxicity (Iheanacho et al., 2020). Mylar plastics are not biodegradable and while they can be quickly broken down by stormwater causing physical abrasion, the mylar particles will still effect the acquasystem (Kennedy & El-Sabaawi, 2018). Aquatic animals such as collector, gatherers and
filterers could ingest the plastic particles and being at the bottom of the foodchain, the microplastics will be passed up the food chain (Kennedy & El-Sabaawi, 2018). Plastic particles can attract organic pollutants such as hydrocarbons which could lead to illness and death among the marine life that ingest them (Galloway, 2015; Wright et al., 2013; Eerkes-Medrano et al., 2015 cited in Kennedy & El-Sabaawi, 2018, p. 826).

Production and Consumption-based Climate Impact over Aluminum’s Life Cycle

From Milovanoff, A., Posen, I. D., & MacLean, H. L. (2021). Quantifying environmental impacts of primary aluminum ingot production and consumption  : A trade‐linked multilevel life cycle assessment. Journal of Industrial Ecology, 25(1), 67-78. https://doi.org/10.1111/jiec.13051

Aluminum is a readily available and used metal, but its production processes such as smelting and refining impact the environment negatively (Milovanoff, et al., 2021). The above charts aluminum processing carbon emissions in the top 15 countries affected by aluminum consumption and production.

Hazardous Materials Table for SMART Interactive WhiteBoards

Lead is the only hazardous material that does not meet Restriction of (the use of Certain) Hazardous Substances  (RoHS) directives. Lead is toxic and can harm human health as well as the environment (Schileo & Grancini, 2021), it is “one of the most recycled materials in widespread use and has the highest end-of-life
recycling rate of all commonly used metals” (Davidson et al., 2015, p. 1624), which could lower lead’s overall environmental impact.

Recyling SMART Products

SMART Technologies have collection programs in Hawaii and New York listed on their website. People outside of the USA will have to find a service that will help them responsibly dispose of and recycle their IWB.

Have all actual costs been reported?

No.

Labour Costs

Regarding labour costs, SMART, the company made by the school’s IWBs was acquired by Foxconn in 2016. Foxconn is a company well-known for manufacturing Apple products and parts for Apple. A google search of Foxconn news turns up articles reporting allegations against Foxconn’s factories supplying Apple regarding various worker rights violations, but no mention is made about SMART or the other products Foxconn has a hand in manufacturing. With the amount of news reports on Foxconn’s Apple manufacturing plants’ working conditions, it seems odd that there is no mention of other companies. Could this mean that other companies do a better job of monitoring and maintaining working conditions? Or does it mean something else? Perhaps SMART Technologies smaller market of consumers do not hold them to the same standards as a gigantic global company like Apple. Maybe investigating Apple-related news is more newsworthy and brings in more clicks? SMART Technologies never defines what it means to be safe, secure and environmentally responsible. What would be considered overcrowded and poor living conditions in North America could be considered standard for a country like China. Buss (2018) notes the importance of having clear definitions of human rights issues. These definitions must be construed and shared with the local working population to avoid under-reporting (2018).

From SMART Technologies Health, Safety, Security and Environmental Policy

The material, manufacturing, carbon footprint and transportation costs were not available for SMART Technologies on their specifications document or white paper. Greenpeace’s Resource Efficiency in the ICT Sector report focused on technologies frequently found in homes such as mobile/smart phones and tablets.

The terms “carbon footprint”, “energy” and “education” were used to conduct a search through the databases available on the UBC Library website. The result was 39 peer-reviewed articles on initiatives schools could take to reduce their carbon footprint. Replacing “education” with “IWB” or “interactive whiteboard” found zero articles.

In constructivism, the environment is an important participant in the learning process, so IWBs are primarily marketed as learning environment enhancements to build meaningful interactions with the learning content. Schools purchasing IWBs are interested in moving away from the “sage on the stage” traditions that overhead projectors and black/whiteboards promote and are therefore interested in research related to learning and academic achievement rather than sustainability.

References

Buss, D. (2018). Conflict Minerals and Sexual Violence in Central Africa: Troubling Research. Social Politics: International Studies in Gender, State & Society, 25(4), 545-567.

Davidson, A. J., Binks, S. P., & Gediga, J. (2016). Lead industry life cycle studies: Environmental impact and life cycle assessment of lead battery and architectural sheet production. The International Journal of Life Cycle Assessment, 21(11), 1624-1636. https://doi.org/10.1007/s11367-015-1021-5

Iheanacho, S. C., Igberi, C., Amadi-Eke, A., Chinonyerem, D., Iheanacho, A., & Avwemoya, F. (2020). Biomarkers of neurotoxicity, oxidative stress, hepatotoxicity and lipid peroxidation in clarias gariepinus exposed to melamine and polyvinyl chloride. Biomarkers, 25(7), 603-610. https://doi.org/10.1080/1354750X.2020.1821777

Kennedy, K. T. M., & El-Sabaawi, R. W. (2018). Decay patterns of invasive plants and plastic trash in urban streams. Urban Ecosystems, 21(5), 817-830. https://doi.org/10.1007/s11252-018-0771-9

Lohr, S. (2020). Cloud Computing Is Not the Energy Hog That Had Been Feared.

Milovanoff, A., Posen, I. D., & MacLean, H. L. (2021). Quantifying environmental impacts of primary aluminum ingot production and consumption: A trade‐linked multilevel life cycle assessment. Journal of Industrial Ecology, 25(1), 67-78. https://doi.org/10.1111/jiec.13051

Schileo, G., & Grancini, G. (2021). Lead or no lead? availability, toxicity, sustainability and environmental impact of lead-free perovskite solar cells. Journal of Materials Chemistry.C, Materials for Optical and Electronic Devices, 9(1), 67-76. https://doi.org/10.1039/d0tc04552g

 

Tipping Point: A Critical Case Study

Bring Your Own Device (BYOD)

“Why are the high school students’ backpacks so much smaller than [the primary students’] backpacks?” This was a question I was asked by one of my 9-year-old students. At the K-12 international IB school I work at in China, students are required to bring their own devices to school when they move up from elementary to secondary. In elementary school, home learning is assigned online through Firefly, while submission can happen digitally or on paper. Once students move on to secondary, they are required to submit their work online through Firefly, check their school email and Microsoft TEAMS learning space for learning materials from their teachers, thus explaining the smaller-sized bags my student observed.

Starting in the last term before entering middle school, Year 6 students and their parents are asked to bring a device. Students who are unable to bring a device to school have access to a school iPad, but during the last school year all Year 6 students were able to bring their own device. I was unable to find numbers related to BYOD in schools within China; however, according to People for Education’s website (2022), the last few years have seen BYOD policies “gaining popularity in education” within the province of Ontario. As seen in Figure 3, there is a greater push towards students bringing their own devices when they move from primary to secondary.

Figure 1

Schools encouraging students to bring their own devices

From People for Education (2019). Connecting to success: Technology in Ontario schools. https://peopleforeducation.ca/report/connecting-to-success-technology-in-ontario-schools/

BYOD policies first started in businesses for sustainability reasons before becoming popular in the education system (Oaks, 2013). The displacement of textbooks and paper brought about by students bringing their devices to school will be examined through the lens of sustainability.

What is sustainability?

[D]evelopment that meets the needs of the
present without compromising the ability
of future generations to meet their own needs.

(Gro Harlem Brundtland, 1987, p. 2)

Save Paper, Save Trees

Oaks (2013) states that BYOD policies are good for the planet. Students’ devices can serve as a “repository for textbooks for the class they are taking or a storehouse for their own reading material. This obviously cuts down on the amount of paper needing to be produced, thereby saving countless trees.” However, a 2016 study conducted by an environmental think-tank specializing in forestry research and analysis, Dovetail Partners, found that while the decrease in American paper production has led to a decrease in the number of trees used to make paper, it has not led to more trees in American forests (Dovetail Partners, 2016). The Dovetail Partners (2016) paper noted that there has been a decrease in paper production since the 90’s–in 2013 down 15% from 2007 and 20% from 1995, but production has shifted to Asia, so why has there not been a significant change in the number of trees saved in the USA? Traditionally, paper was primarily created from sawdust and woodchips, which as lumber by-products (Dovetail Partners, 2016). Since the late 1990s there has been a decrease in constructing houses, which has created a decrease in lumber by-products, resulting in an increase in trees harvested for paper production (Dovetail Parnters, 2016). Dovetail Partners (2016) outlines a concern that public policies may cause forests to be converted into commercial sites because most wood products in the United States come from privately-owned land. If there is no demand for wood products, these landowners may clear their lands in favour of a more profitable endeavour (Dovetail Partners, 2016).

Figure 2

Permitted Electronic Communication Devices

From Leman International School, (2022). Primary BYOD presentation for parents and students 2021-22 .

Greenhouse Gas Emissions

Zooming out from the trees to see the forest, there is a global ecosystem affected by BYOD. The two products recommended to students at my school are the Apple iPad and the Chromebook, so this paper will compare these two products. Apple and Google have both made public their efforts to be sustainable. Apple’s website declaring it has been carbon neutral since 2020 and by 2030 their products will be as well and Google has been carbon neutral since 2007, in 2017 it was the first company to match 100% of its annual electricity consumption with renewable energy and in 2030 all its data centers and campuses will be running on carbon-free energy (Alcorn, 2021). Using Apple’s data, Greenpeace’s Resource Efficiency (Manhart et al., 2016) in the ICT Sector report shows that during the average iPad’s lifetime, more than three-quarters of greenhouse gas emissions happen during the production stage. This is due to the 2-3 year lifespan of tablets (Manhart et al., 2016), which falls short of some state school funding policies that require devices to last at least 4 years in Australia and New Zealand (Sweeny, 2012). Notebooks on the other hand, have a lifespan of 5 years. New Chromebooks could potentially last for 8 years with Google’s promise to provide at least 8 years of updates (Alcorn, 2021), lessening its environmental impact.

Figure 3

Percentage Distribution of Life-Cycle based Greenhouse Gas Emissions of tablets

From Manhart, A., Blepp, M., Fischer, C., Graulich, K., Prakash, S., Priess, R., Schleicher, T., & Tür, M. (2016, November). Resource efficiency in the ICT sector. Greenpeace. https://www.greenpeace.de/sites/default/files/publications/20161109_oeko_resource_efficency_final_full-report.pdf

Figure 4

Greenhouse Emissions for the Apple Company

From Apple Inc. (2022a). Environmental progress report. https://www.apple.com/environment/pdf/Apple_Environmental_Progress_Report_2022.pdf 

Emissions for Chromebooks were not available specifically, but data for notebooks show lower emissions over tablets when comparing them through an emission per year calculation: tablets at 26.7/year and notebooks at 19.4/year.

Figure 5

Comparison of annual greenhouse gas emissions (kg CO2e/year) of various products

From Manhart, A., Blepp, M., Fischer, C., Graulich, K., Prakash, S., Priess, R., Schleicher, T., & Tür, M. (2016, November). Resource efficiency in the ICT sector. Greenpeace. https://www.greenpeace.de/sites/default/files/publications/20161109_oeko_resource_efficency_final_full-report.pdf

To the Cloud

The Chrome OS utilizes a cloud platform and can be paired with CloudReady to run on both PC and Mac devices (Alcorn, 2021). CloudReady is highly accessible and capable of speedily reusing existing hardware for both new devices and older devices such as a 7-year-old laptop (Alcorn, 2021). Not having to replace existing devices is a way to minimize electronic waste.

Packaging

Another sustainability measure Apple has taken is a reduction in plastic used to package iPads. Packaging for iPads consists of 92% fiber–45% of which is from recycled sources (Apple, 2021). The remaining fiber comes from virgin wood from “responsibly managed forests” (Apple, 2021, p. 5). According to Apple’s Sustainable Fiber Specifications, they do not accept fibers from illegal sources; sources must be certified from a list of Apple-approved sustainable management or sourcing programs (Apple, 2016). Apple requires its suppliers to provide documentation proving they meet its Sustainable Fiber Specifications within 24 hours of demand, but the document does not indicate that Apple performs regular checks on suppliers (Apple, 2016). The responsibility to maintain specifications after initial approval lies on the suppliers. This allocation of the burden of responsibility is also applied to Apple’s approach to ensuring fair treatment of workers in factories and mines.

Chromebooks are devices that use a Chrome OS, so devices are created by a multitude of companies. Alcorn (2021) notes that the first Chromebook made with ocean-bound plastics was created by HP and Acer’s Chromebooks use 60% less PCR and virgin plastics.

Human Rights in Factories

The Apple Supplier Responsibility Standards is a document that explains Apple’s expectations for suppliers regarding human rights. It is a multi-page document that lists what the supplier must do, rather than what Apple will do. Suppliers are expected to keep relevant records proving they have upheld these standards and are asked to provide these documents immediately upon request from Apple (Apple, 2020). Apple does not take an active role in ensuring these standards are met and documentation recorded appropriately, for example, “[i]f any Active Underage Worker, Historical Underage Worker, or Terminated Underage Worker is found either through an external audit or self-review, Supplier shall notify Apple immediately and shall implement a remediation program as directed by Apple” (Apple, 2020, p. 19).

A Google search using the terms “Apple” and “factory workers” shows reports from 2018, 2019, 2020 and 2021 of labour law breaches in Apple’s suppliers’ factories in China and India. Foxconn is mentioned in three of these four reports. While inaccurate reports such as Mike Daisey’s visit to a Foxconn factory (This American Life, 2012) do occur, it is concerning that there continue to be negative reports surrounding one of Apple’s major suppliers, Foxconn.

When the Google search was replaced with “Google” and “factory workers”, articles revealing Google illegally underpaying its workers appeared. The Guardian reports that since May 2019, Google has known that it was in violation of local laws in the UK, Europe and Asia requiring temporary workers to be paid the same amount as full-time workers for the same work, but took two years to comply (Wong, 2021).

Rare Earth Minerals

While Apple has been taking measures to reduce its carbon footprint, the company’s contribution to the throw-away culture has to be considered as well. Every year Apple releases new “non-upgradable and non-maintainable” products (Bender, 2021), yet a 2019 report by the Royal Society of Chemistry states that there are 40 million unused devices in the UK and only 18% of users have any intention of recycling them in the future (cited in Cawley, 2019). Despite global numbers not being available, estimates from different studies suggest that at the most less than 50% of mobile devices are recycled, though the number is likely to be less than 20% (Chancerel, 2010; Geyer & Blass, 2010; Hagelüken, 2006 cited in Manhart et al., 2016, p. 40).

Figure 6

Collection Rate of Waste Electricals and Electronic Equipment in Europe, 2012

From Manhart, A., Blepp, M., Fischer, C., Graulich, K., Prakash, S., Priess, R., Schleicher, T., & Tür, M. (2016, November). Resource efficiency in the ICT sector. Greenpeace. https://www.greenpeace.de/sites/default/files/publications/20161109_oeko_resource_efficency_final_full-report.pdf

Waste Electrical and Electronic Equipment

Cawley (2019) goes on to explain that this finding is alarming due to the European Chemical Society’s study indicating that elements used in devices are in danger of disappearing from nature. The rare earth metals Apple’s iPad uses are tin (Sn), tantalum, tungsten (Ta), gold (Au), cobalt (Co), and lithium (Li). 65% of the device’s rare earth minerals are obtained through recycling (Apple, 2021, p. 3). Data from other countries show that unused devices are a widespread problem, according to the figure above, only a few European countries manage to collect 50% or more of their Waste Electrical and Electronic Equipment (Eurostat, 2015 cited in Manhart et al., 2016). In 2017 Australia, a country of 26 million people had 23 million unused devices and in 2014 the US had $13.4 billion worth of unused devices (Cawley, 2019). To promote recycling, Apple has a Trade-In program that operates in 99% of the countries they sell their products (Apple, 2021, p. 7). Eligible Apple products can be traded in for store credit or an Apple gift card while other devices can be brought in and recycled for free (Apple, 2021, p. 7). Google’s recycling program is also available for any device. People can drop off their devices at a collection site or request a shipping label to ship their device(s) to the nearest recycling plant (Google, 2022).

Figure 7

The 90 natural elements that make up everything

From European Chemical Society, (2021). Element Scarcity. https://www.euchems.eu/euchems-periodic-table/

Apple’s Conflict Minerals Report for 2021 states that the company does not directly purchase minerals from mines, but they require their mineral suppliers to undergo third-party audits. The document does not state how often these audits occur, but 2021 was the seventh-straight year that all of their suppliers participated in an audit (Apple, 2022b). Despite the use of third-party audits, the report leaves room for questions. Within the report there was mention of human rights but no mention of violence or women. There was also mention of working alongside activist groups, but the numbers and initiatives were not described. Both Buss (2018) and Niarchos (2021) point out that what constitutes sexual violence or human rights abuse is unclear or misrepresented. Niarchos (2021) shares that in the Democratic Republic of Congo, having sexual intercourse with a virgin can increase a man’s luck in the mines which has led to the rape of children often resulting in the death of the children. This belief is so widespread and culturally ingrained that it is not always recognized as sexual violence by the locals (Niarchos, 2021). On average families are so poor that children are expected and needed to work for the family’s survival (Niarchos, 2021). Work and possibly die in unsafe working conditions or not work and starve to death. Situations such as these define what could be described as a place between a rock and a hard place.

Conclusion

Despite its flaws, the availibility of data from Apple indicates that Apple has been expending more of its resources toward sustainability compared to its competitors. Both Apple and Google promote their measures to reduce carbon emissions, but data on establishing and maintaining human rights are unclear or not available in detail. While I appreciate the flexibility and range of price points available for Chromebooks and question some of Apple’s business practices (Batterygate), I think Apple products are more sustainable, especially with its Trade In program. Although both companies have recycling programs in place and both do not seem to prioritize marketing these programs, Apple’s Trade In seems more accessible, which was a key factor in my decision because companies need to be responsible for their unused devices. Cities can implement collection programs for Waste Electricals and Electronic Equipment, but the process of sorting materials is time-consuming, costly and difficult when a facility has to process a variety of materials (Mars et al., 2016). When governments and consumers hold companies accountable for the afterlife of their products, more thought and care will be put into designing sustainable devices and promoting sustainable practices such as recycling among its consumers. The visible presence of Apple stores throughout the cities I’ve lived in better facilitates recycling Apple devices whereas Google would require doing an Internet search or an in-store inquiry. The many and various aspects of sustainability can be daunting so bypassing a simple Internet search can help lighten the load of maintaining the planet.

References

Alcorn, Z. (2021, April 23). Contributing to a sustainable future with chrome OS and partners. Chrome Enterprise. https://cloud.google.com/blog/products/chrome-enterprise/contributing-to-a-sustainable-future-with-chrome-os-and-partners

Apple Inc. (2016, April). Sustainable fiber specification: Version c https://www.apple.com/environment/pdf/Apple_Sustainable_Fiber_Specification_April2016.pdf 

Apple Inc. (2020, January 1). Apple supplier responsibility standards. https://www.apple.com/supplier-responsibility/pdf/Apple-Supplier-Responsible-Standards.pdf

Apple Inc. (2021, September 14). Product environmental report: iPad (9th generation). https://www.apple.com/lae/environment/pdf/products/ipad/iPad_PER_Sept2021.pdf

Apple Inc. (2022a). Environmental progress report. https://www.apple.com/environment/pdf/Apple_Environmental_Progress_Report_2022.pdf 

Apple Inc. (2022b, February 9). Conflict minerals disclosure and report, exhibit. https://www.apple.com/supplier-responsibility/pdf/Apple-Conflict-Minerals-Report.pdf

Bender, T. (2021, September 21). Apple and sustainability: The good, the bad and the ugly. Cooler Future. https://www.coolerfuture.com/blog/apple-sustainability

Brundtland, G. H. (1987). Our common future (Brundtland report). https://www.are.admin.ch/are/en/home/sustainable-development/sustainability-policy/2030agenda/un-_-milestones-in-sustainable-development/1987–brundtland-report.html

Buss, D. (2018). Conflict minerals and sexual violence in central Africa: Troubling research. Social Politics: International Studies in Gender, State and Society, 25(4)W, 545-567.

Cawley, C. (2019, August 19). Unused tech piles up while rare earth elements grow scarce. Tech.co. https://tech.co/news/unused-tech-rare-elements-2019-08

Dovetail Parnters. (2016, February 8). Contrary to popular thinking, going paperless does not “save” trees. Two Sides North America Inc. https://twosidesna.org/US/contrary-to-popular-thinking-going-paperless-does-not-save-trees/

European Chemical Society. (2021). Element scarcity. https://www.euchems.eu/euchems-periodic-table/

Google Store Help. (n.d.). Learn about google’s recycling program. https://support.google.com/store/answer/3036017?hl=en

Leman International School, (2022). Primary BYOD presentation for parents and students 2021-22

Manhart, A., Blepp, M., Fischer, C., Graulich, K., Prakash, S., Priess, R., Schleicher, T., & Tür, M. (2016, November). Resource efficiency in the ICT sector. Greenpeace. https://www.greenpeace.de/sites/default/files/publications/20161109_oeko_resource_efficency_final_full-report.pdf

Mars, C., Nafe, C., & Linnell, J. (2016, May). The electronics recycling landscape report. The Sustainability Consortium. https://www.impact.sustainabilityconsortium.org/wp-content/themes/enfold-child/assets/pdf/TSC_Electronics_Recycling_Landscape_Report.pdf

Niarchos, Nicolas. (2021, May 24). The dark side of Congos cobalt rush. https://www.newyorker.com/magazine/2021/05/31/the-dark-side-of-congos-cobalt-rush

Oaks, J. (2013, October 2). Why BYOD is good for people, planet and profit. Triple Pundit. https://www.triplepundit.com/story/2013/why-byod-good-people-planet-and-profit/47456

People for Education. (2019). Connecting to success: Technology in Ontario schools. https://peopleforeducation.ca/report/connecting-to-success-technology-in-ontario-schools/

Sweeny, J. (2012, November). BYOD in education: A report for Australia and New Zealand. Intelligent Business Research Services Ltd. https://cpb-ap-se2.wpmucdn.com/global2.vic.edu.au/dist/1/30307/files/2013/07/BYOD_DELL-2dtch9k.pdf

This American Life. (2012, March 16). Retraction. https://www.thisamericanlife.org/460/retraction

Wong, J. C. (2021, September 10). Revealed: Google illegally underpaid thousands of workers across dozens of countries. The Guardian. https://www.theguardian.com/technology/2021/sep/10/google-underpaid-workers-illegal-pay-disparity-documents 

IP2 – Artificial Intelligence

Word Cloud of common reappearing words from the texts
Word Cloud of common reappearing words from the texts

Who are they and what is intelligence?

Alan Turing – he proved that mathematics will always have uncertainties, which is revolutionary–at school students are taught mathematics always has an answer! He created the foundation for AI and computer science. A WWII hero, he broke German ciphers, but his era was not ready for Turing’s secrets, hence society broke him (Biography, 2020).

John McCarthy – Lisp language most often used to program AI. He was proponent of free speech, many projects deal with overcoming communication obstacles, such as the advice taker, which led to logic programming, and garbage collection methods to solve problems in Lisp. Believes human progress is sustainable (Wikipedia, 2022).

Herb Simon – he wanted to understand the decision making process. Argued that the number of alternatives plus knowledge gaps make the decision making difficult. Because of him, scientists began to understand data prior to predicting or choosing. He believed an advantage of humans is their ability to learn from each other so communication is key to scientific activities (UBS, n.d.).

Marvin Minsky – he believed that machines can replicate brain functions, but not yet human’s ability to see the grey parts of reasoning, which was his goal.  He supported individuals in research, wary of the impact that companies could have on AIs growth (BBC, 2016).

Timnit Gerbu – a woman who lacked freedom because she works in the private industry. To move  AI forward she wants us to step back and look for potential pitfalls to navigate, but those views alarmed Google, so she lost her job. Her experience validates Minsky’s wariness and shows people the influence tech companies have on the way users view and use technology (Hao, 2020).

All of these innovators see intelligence as a flexible and growing entity, thus communication and collaboration are vital aspects of intelligence. Having intelligence determined by one organization would be detrimental to its progress.

How do programming languages differ from natural spoken human languages?

Think of the word gay. In the past it used to mean happy, then in the late 20th century it was often used as an insult in slang, but now it is usually used to describe a person (most often a man’s) sexual orientation.

Cambridge Dictionary Definition https://dictionary.cambridge.org/dictionary/english/gay

 

Natural human languages are used to interact with two or more humans and between the people involved, meaning is construed, broken down and rebuilt. Programming language is used to convey an idea or function that was already construed in the creator’s mind before being shared. There are no surprises in the construction of meaning when it comes to programming languages (Harris, 2018).

How does machine intelligence differ from human version?

When a decision is made by humans, different types of intelligences are at play. Both AI and I can identify a problem and suggest possible solutions, but only humans can use socio-emotional intelligence to appropriately present the solution so the people involved are receptive. AI can interpret vast quantities of data and consistently provide the correct answer for questions with a set number of solutions, but the final selection requires human input to choose the solution that considers the emotions of the people, cultural zeitgeist and emerging trends, which wouldn’t appear on AI’s radar until it has become a trend (Chollet, 2019).

How does “machine learning” differ from human learning?

Machines learn from data that is made available to them: data that already exists and training data set by the programmer(s) (Heilweil, 2020). Humans take longer to learn from the enormous quantities of data machines take in, but humans, if they are aware of their biases can compensate for that when they learn. It is argued that transparency in algorithms is needed in machine learning, even more so now with algorithms determining what humans are exposed to (Hao, 2020). While humans have the ability to choose what they learn, unlike machines, that is changing with the amount of time spent online increasing the influence of algorithms.

How do my answers to these questions differ from what a machine could generate?

The information I selected is based on what I think is most important to fit the word limit, whereas a machine will state the related information that appears most frequently, but they cannot form an opinion. A machine will copy and paste pieces of information from different sources to appear human and probably forget to provide citations. To accommodate the word limit machines might truncate their response or go over the limit. There are biases in my and a machine’s thinking, but my biases are based on my emotions and my experiences and can be explained in more detail, but a machine’s thinking is not transparent. I do not work for any private company involved in AI, so aligning with Minsky and Gerbu is probably not what AI would do because AI research is being funded by companies like Google and Facebook. My opinion is present throughout my answers, from the word cloud of important words, my statement that society broke Turing, the connection I made between Minksy and Gerbu and my comparisons between humans and machines. Perhaps the most compelling evidence my answers were generated by a human is a machine would not have submitted this assignment late-they can work 24/7!

References

BBC News. (2016, January 26). AI pioneer Marvin Minsky dies aged 88. 

Biography. (2020, July 22). Alan TuringLinks to an external site..

Chollet, F. (2019, November 5). On the Measure of IntelligenceLinks to an external site..

Hao, K. (2020)We read the paper that forced Timnit Gebru out of Google. Here’s what it saysLinks to an external site.. MIT Technology Review.

Harris, A. (2018). Languages vs. Programming languages.Links to an external site.

Heilweil, R.  (2020 ). Why algorithms can be racist and sexist. A computer can make a decision faster. That doesn’t make it fair.Links to an external site.

UBS (n.d.).  Meet the Nobel Laureates in Economics: Do we understand human behaviour

IP1: Usability

  1. Usability does not mean that everyone and anyone can use the system, instead it means that it is customized for maximum usage by the target user group. The design process is user-centered and the highly iterative, requiring communication throughout development between users and the parties involved in the design process (Issa & Isaias, 2015). Observation is a key part of the designers’ process to configure the system to the users’ immediate and future needs. All user input is valuable because interactions do not stop with production because the system is designed to interact with the user so the system can learn and make customization suggestions for a better quality experience. Quality of experience is measured by whether the system fits the environmental and organizational needs of the users and can be used efficiently and safely (Issa & Isaias, 2015).

 

  1. From an elementary school perspective, educational usability criteria should address the following questions: Is it easy to customize and switch between different age/user groups? Does it have different levels/types of motivation and gamification functions that can be customized for different age groups. Does it have different modes of communication? Can it measure academic progress and give alerts for students at-risk?

Elementary school often includes K-6 students, so if families have multiple children, this is the school period where siblings will attend at the same time and share devices. The app would also have to be accessible to parents and teachers. For the same educational apps to be used throughout grade levels, the technology would have to have different difficulty and motivation modes that grow with the child. There should be different modes of communication to accommodate emerging readers and people who prefer verbal communication. Student progress needs to be measured so teachers or the technology can provide differentiation and interventions when necessary.

  1. Woolgar (1990) described that company interactions were framed within outsider/insider terminology. This is an example of how companies (insiders) configure tools from their perspective, thus requiring users to adjust to the tool rather than configure the tool to their own preferences. Of interest is how the goals for each team/department differed. For example, the Marketing team’s goal is to create interest in the product, so they wanted to attract a large group of prospective buyers. To make the tool appeal to a vast range of user groups the tools had to be configured for a large demographic group, which could lead to grouping 5-year-old users with adult users.

Woolgar (1990) states that no matter the intention and despite options for users to configure tools, designers are ultimately configuring their users to their product because the designers are creating a tool that will be used for a certain purpose and they expect their users to use the tool in a specific way. As an educator, this shows how our choices affect our students’ thought processes. The content we choose, the situation we present it in and the learning tasks we engage our students in, all configure how they (at least) view the next portion of their learning journey until the next teacher has a chance to tinker with the students’ configuration specifics.

References

 

Putting Land Acknowledgments to Work: Truth and Reconciliation

  1. Text – ‘Explorers and Adventurers: Exploring the World’ is a 88-page curriculum guide from the International Primary Curriculum (IPC). IPC is a cross-curricular program “developed informed, globally competent, and future-ready learners” (Fieldwork Education, 2022). I chose their curriculum guide on this unit because my school uses IPC, it is my first year using this curriculum and as someone born and raised in Canada, I am curious how a British-designed program would approach the treatment of Indigenous people. This text is used by teachers to plan the unit, providing learning objectives, links to learning resources, guiding questions and suggested projects/activities. Although IPC is created in the UK and primarily used in the UK or English National Curriculum-based schools, the teachers implementing IPC objectives can be from all over the world, and would thus have different backgrounds and experiences regarding Indigeneity. The common thread guiding these teachers would be the curriculum guide. The impact of the explorers is mostly addressed in this IPC unit during Year 3 (Grade 2), which could be an indicator or an affecting agent on the prominence this part of history has on courses taken by pre-service teachers.
  2. Question: IPC always has a set of International learning goals for each year group. In ‘Explorers and Adventurers’, the International learning goals emphasized is: to “be able to research commonalities between different places and cultures” (Fieldwork Education, 2020, p. 13). How does the curriculum use this learning objective to create a deeper understanding and appreciation for Indigenous people and their culture among students and teachers?
  3. Search terms used were:
    1. Indian
    2. Indigenous
    3. Aboriginal
    4. First Nations
    5. Native

Results: The learning objective is covered in 2 lessons out of a 6-week unit. Can a greater appreciation for Indigenous peoples’ cultures grow out of 2 lessons from a potential 30 lessons? The first lesson is an investigation of the positive and negative effects of exploration, where students research the advantages and disadvantages of exploring for their home countries or the host country. Students are asked to summarize their research by stating whether exploration has had “a largely positive or negative outcome for the world” (Fieldwork Education, 2020, p. 69). The second lesson focuses on female explorers and the rules that different cultures have for women.

4. New Question: Looking at the title of this unit, ‘Explorers and Adventurers: Exploring the World’, the unit brings to mind the glory and bravery often depicted in adventure stories. How does the curriculum balance the representation of the voices of the Indigenous people and explorers/adventurers?

5. New search term 1: I think explorer should be added because it can be used to frame how Indigenous people are viewed. Within the text there is a glossary that defines explorers as   “someone who travels to places where no one has ever been in order to find out what Is
there” (Fieldwork Education, 2020, p. 80). At the beginning of the unit, the text suggests that explorers can be defined to the students as:

    1. people who want to extend our knowledge of the world around us
    2. a type of geographer
    3. people from the past that found new places (Fieldwork Education, 2020, p. 16).

New search term 2: adventurer should be added for the same reasons as explorer. The text-provided glossary defines adventurers as “someone who enjoys and looks for dangerous and exciting experiences” (Fieldwork Education, 2020, p. 80). It is suggested that teachers give the following explanations to students:

    1. Adventurers are thrill seekers who take risks
    2. Adventurers do things no one has done before (Fieldwork Education, 2020, p. 16)

Not including the title page and page headers, the term explorer was used 269 times and adventurer was used 44 times throughout the document.  

6.  Results: As indicated by the title and the number of times explorer and adventurer appeared is far more than all the five original search terms combined. It does not seem like the curriculum designers created this document with a balance of representation in mind.

Limitations of my searches: resources were linked to the terms, I skimmed the resource. Some of the video resources I was unable to access because they are only made available to British IP address holders, and the VPN I used is routed through Hong Kong.

Having said this, there were no resources suggested in the lesson about the impact of exploration. While there are more resources written from point of view of Indigenous peoples, it is still greatly outnumbered by the existing records and literature by Europeans. In the lesson about female explorers, the following explorers/adventurers to discuss were suggested: Dutch explorer Alexine Tinne, Englishwoman Mary Kingsley, American explorer Mary French Sheldon, British skipper Belinda Kirk, British kayaker Sarah Outen, the Afghan women’s cycling team and American Amelia Earhart. The goal of the lesson was to study contemporary women, but the lesson could have been extended or another lesson added to include women such as Sacagawea so students could learn that Indigenous women had an impact on history despite the restrictions placed on women during that time.

References

Fieldwork Education. (2020). Explorers and Adventurers: Exploring the World (2021-2027)Fieldwork Education Limited. https://fieldworkeducation.com/curriculums/primary-years

First Nations and Indigenous Studies: The University of British Columbia. (2009). Terminology. Indigenous Foundations. https://indigenousfoundations.arts.ubc.ca/terminology/

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