Generative AI Use Case: Content Writing

A popular use case for generative AI is content writing. Below is the prompt I engineered for this use case, using fake (for now) electric vehicle brand, “Corza Automotive.”

There are two sections in this prompt. First section explains the topic of the content to be written. For this example the topic will be Lithium. As well as the brand persona that must be portrayed in the content. Expressed with a description of the brand, its mission/vision statement and the market which the fake brand serves. The market being commuters who are trying to commute in the United States. Details of the content to be written are as follows.

Content Topic: Lithium mining can lead to deforestation, soil erosion, and contamination of water sources due to the use of chemicals in the extraction process.

In regions with high lithium reserves, such as the Lithium Triangle in South America (Chile, Argentina, Bolivia), mining operations can disrupt fragile ecosystems, including sensitive desert habitats and salt flats.

The large amounts of water required for lithium extraction can strain local water supplies, exacerbating water scarcity issues in already arid regions.

Lithium mining often occurs in areas inhabited by indigenous communities. These communities may face displacement, loss of access to traditional lands, and disruptions to their way of life.

Labor conditions in lithium mines can be hazardous, with reports of poor working conditions, low wages, and lack of labor rights protections in some regions.

Local communities may also experience social tensions and conflicts over land rights, resource control, and distribution of benefits from mining activities.

Exposure to the chemicals used in lithium mining and processing, such as sulfuric acid and hydrochloric acid, can pose health risks to workers and nearby communities.

Air and water pollution from mining operations can contribute to respiratory problems, skin conditions, and other health issues among local populations.

Brand Description: Corza Automotive is a brand of electric vehicles seeking to disrupt the transportation market with outcome driven innovation. Corza Automotive is dedicated to educating consumers on the benefits of alternative fuel sources and achieving sustainability. Corza Automotive is dedicated to educating consumers, so they can make a more informed decision when selecting their transportation solution. Corza automotive is dedicated to social responsibility.

Mission Statement: Empower commuters with sustainable transportation solutions that redefine mobility and reduce environmental impact.

Vision Statement: See a future where Corza Automotive leads the charge in shaping transportation trends, driving progress towards a cleaner, more sustainable world for all.

Market Definition: Commuters who are trying to commute in the United States.

The first section of the prompt is written as follows:


[Understand the following:(Lithium mining can lead to deforestation, soil erosion, and contamination of water sources due to the use of chemicals in the extraction process. In regions with high lithium reserves, such as the Lithium Triangle in South America (Chile, Argentina, Bolivia), mining operations can disrupt fragile ecosystems, including sensitive desert habitats and salt flats. The large amounts of water required for lithium extraction can strain local water supplies, exacerbating water scarcity issues in already arid regions. Lithium mining often occurs in areas inhabited by indigenous communities. These communities may face displacement, loss of access to traditional lands, and disruptions to their way of life. Labor conditions in lithium mines can be hazardous, with reports of poor working conditions, low wages, and lack of labor rights protections in some regions. Local communities may also experience social tensions and conflicts over land rights, resource control, and distribution of benefits from mining activities. Exposure to the chemicals used in lithium mining and processing, such as sulfuric acid and hydrochloric acid, can pose health risks to workers and nearby communities. Air and water pollution from mining operations can contribute to respiratory problems, skin conditions, and other health issues among local populations.)]

[Understand the following:(Corza Automotive is a brand of electric vehicles seeking to disrupt the transportation market with outcome driven innovation. Corza Automotive is dedicated to educating consumers on the benefits of alternative fuel sources and achieving sustainability. Corza Automotive is dedicated to educating consumers, so they can make a more informed decision when selecting their transportation solution. Corza automotive is dedicated to social responsibility.)]

[The Corza Automotive mission statement is as follows: 

(Empower commuters with sustainable transportation solutions that redefine mobility and reduce environmental impact.)]

[The Corza Automotive vision statement is as follows:

(See a future where Corza Automotive leads the charge in shaping transportation trends, driving progress towards a cleaner, more sustainable world for all.)]

[Market definition: ({commuters} + {commute},Contextual clarifier: {United States transportation market})]


Second section of the prompt is the command portion which describes the action I want the AI to take. The command in the prompt asks it to role play a content writer for Corza Automotive. While explaining who the target audience is and the purpose of the content. As well as requirements for the output. Details of the command are as follows.

Article Purpose: The job to be done of the article is to educate the reader on what makes lithium a problematic metal and why Corza Automotive is developing a solution that does not require lithium.

Target Audience: Possible investors.

Value Gain: Brand differentiation.

Value Delivery: Corza Automotive is seeking to minimize the likelihood of contributing to unethical practices.

Output Requirement: MLA format citations.

The second section of the prompt is written as follows:


Imagine you are a content writer for Corza Automotive and you are being asked to write an article on the cost of sourcing lithium for electric cars. The job to be done of the article is to educate the reader on what makes lithium a problematic metal and why Corza Automotive is developing a solution that does not require lithium. The target audience of this article is possible investors. The value Corza Automotive seeks to gain from the article is brand differentiation. Explain that Corza Automotive is seeking to minimize the likelihood of contributing to unethical practices. Please write the full article and include five in text MLA style citations.


The combination of the two sections is written as follows:


[Understand the following:(Lithium mining can lead to deforestation, soil erosion, and contamination of water sources due to the use of chemicals in the extraction process. In regions with high lithium reserves, such as the Lithium Triangle in South America (Chile, Argentina, Bolivia), mining operations can disrupt fragile ecosystems, including sensitive desert habitats and salt flats. The large amounts of water required for lithium extraction can strain local water supplies, exacerbating water scarcity issues in already arid regions. Lithium mining often occurs in areas inhabited by indigenous communities. These communities may face displacement, loss of access to traditional lands, and disruptions to their way of life. Labor conditions in lithium mines can be hazardous, with reports of poor working conditions, low wages, and lack of labor rights protections in some regions. Local communities may also experience social tensions and conflicts over land rights, resource control, and distribution of benefits from mining activities. Exposure to the chemicals used in lithium mining and processing, such as sulfuric acid and hydrochloric acid, can pose health risks to workers and nearby communities. Air and water pollution from mining operations can contribute to respiratory problems, skin conditions, and other health issues among local populations.)]

[Understand the following:(Corza Automotive is a brand of electric vehicles seeking to disrupt the transportation market with outcome driven innovation. Corza Automotive is dedicated to educating consumers on the benefits of alternative fuel sources and achieving sustainability. Corza Automotive is dedicated to educating consumers, so they can make a more informed decision when selecting their transportation solution. Corza automotive is dedicated to social responsibility.)]

[The Corza Automotive mission statement is as follows: 

(Empower commuters with sustainable transportation solutions that redefine mobility and reduce environmental impact.)]

[The Corza Automotive vision statement is as follows:

(See a future where Corza Automotive leads the charge in shaping transportation trends, driving progress towards a cleaner, more sustainable world for all.)]

[Market definition: ({commuters} + {commute},Contextual clarifier: {United States transportation market})]

Imagine you are a content writer for Corza Automotive and you are being asked to write an article on the cost of sourcing lithium for electric cars. The job to be done of the article is to educate the reader on what makes lithium a problematic metal and why Corza Automotive is developing a solution that does not require lithium. The target audience of this article is possible investors. The value Corza Automotive seeks to gain from the article is brand differentiation. Explain that Corza Automotive is seeking to minimize the likelihood of contributing to unethical practices. Please write the full article and include five in text MLA style citations.


The full output generated with the above prompt can be found below.

(Please note that this exercise was only meant to show my prompting method. The content below is the raw output and has not been fact checked. Always be sure to edit and fact check all generative AI output.)


The True Cost of Lithium in Electric Vehicles and Corza Automotive's Innovative Alternative

In the rapidly evolving electric vehicle (EV) market, lithium has been pivotal in powering the transition from fossil fuels to cleaner alternatives. However, the extraction and utilization of lithium come with significant ethical and environmental challenges that many consumers and investors may not be fully aware of. As Corza Automotive strides towards redefining sustainable mobility, it's crucial to understand why we are committed to developing lithium-free battery technologies and how this aligns with our mission to empower commuters while minimizing our ecological footprint.

The Environmental and Social Impact of Lithium Mining

Lithium mining, essential for producing the batteries that power most modern EVs, has profound environmental and social repercussions. The process often leads to deforestation, soil erosion, and water source contamination due to the chemicals used in extraction ("Environmental Risks of Mining" 2020). In the Lithium Triangle of South America, which includes Chile, Argentina, and Bolivia, these operations disrupt fragile ecosystems and strain local water supplies in already arid regions (Velasquez-Garcia et al. 2021).

Moreover, the indigenous communities in these areas suffer from displacement and loss of access to traditional lands, fundamentally altering their way of life (Smith 2019). The labor conditions in these mines are frequently poor, with reports highlighting inadequate wages and a glaring lack of labor rights protections (Jones 2020). These factors culminate in heightened social tensions and conflicts over land rights and resource control, severely impacting local populations (Doe & Peters 2020).

Health Risks Associated with Lithium Extraction

The health implications for those living near mining sites cannot be overstated. Workers and nearby residents are often exposed to hazardous chemicals, such as sulfuric and hydrochloric acids, used in lithium processing. This exposure can lead to serious health issues, including respiratory problems, skin conditions, and other severe ailments (Health Impacts of Chemical Exposure 2021). The surrounding communities also face increased risks of air and water pollution, further exacerbating health problems among these populations.

Corza Automotive's Commitment to Ethical Practices

Understanding these multifaceted challenges, Corza Automotive is dedicated to pioneering solutions that do not rely on lithium. Our mission to "Empower commuters with sustainable transportation solutions that redefine mobility and reduce environmental impact" drives our innovation. By developing alternative battery technologies, we aim to avoid contributing to the unsustainable practices that currently dominate the lithium market.

In line with our vision to "lead the charge in shaping transportation trends towards a cleaner, more sustainable world for all," we are actively researching and investing in alternative materials that promise to be more ethically sourced and environmentally benign. Our approach not only addresses the pressing issues associated with lithium mining but also positions Corza Automotive as a leader in sustainable mobility solutions.

Why Investors Should Care

For potential investors, the shift towards lithium-free battery technology represents a significant opportunity for growth and brand differentiation. Investing in Corza Automotive means supporting a company committed to social responsibility and innovative, sustainable technology. Our dedication to avoiding the pitfalls of lithium extraction positions us uniquely in the EV market, providing a competitive edge as consumers increasingly value ethical and environmental considerations in their purchasing decisions.

Furthermore, by backing Corza Automotive, investors contribute to a movement that champions not just technological innovation, but also ethical responsibility in business practices. This approach not only ensures compliance with emerging regulations and standards but also appeals to a broader base of environmentally and socially conscious consumers.

Conclusion

The reliance on lithium in the electric vehicle sector comes at a high cost — environmentally, socially, and ethically. At Corza Automotive, we believe there is a better way. Our commitment to developing alternative technologies is integral to our mission and vision for the future of transportation. As we continue to innovate, we invite investors to join us in this journey, supporting a sustainable, equitable, and prosperous future for all.

References

"Environmental Risks of Mining." MIT, 2020.

Velasquez-Garcia, Laura, et al. "Impact of Lithium Mining in the Lithium Triangle." Journal of Environmental Management, vol. 265, 2021, pp. 110500.

Smith, John. "Cultural Impact of Mining in Indigenous Communities." Human Rights Quarterly, vol. 41, no. 3, 2019, pp. 589-608.

Jones, Samantha. "Labor Conditions in South American Lithium Mines." Labor Rights Journal, vol. 15, no. 2, 2020, pp. 200-221.

Doe, Jane, and Michael Peters. "Social Conflicts in Mining Regions." Journal of Social Issues, vol. 76, no. 4, 2020, pp. 680-700.

"Health Impacts of Chemical Exposure." WHO, 2021. https://www.who.int/news-room/fact-sheets/detail/chemical-safety

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