Cyberfeminism and AI and Gender Biases

Hello everyone,in this blog I will discuss Cyberfeminism and AI and Gender Biases.

Cyberfeminism

Cyberfeminism is a feminist approach which foregrounds the relationship between cyberspace, the Internet, and technology. It can be used to refer to a philosophy, methodology or community. The term was coined in the early 1990s to describe the work of feminists interested in theorizing, critiquing, exploring and re-making the Internet, cyberspace and new-media technologies in general. The foundational catalyst for the formation of cyberfeminist thought is attributed to Donna Hardaway's "A Cyborg Manifesto", third wave feminism, post-structuralist feminism, riot grrrl culture and the feminist critique of the blatant erasure of women within discussions of technology.




Theoretical Background

Cyberfeminism arose partly as a reaction to "the pessimism of the 1980s feminist approaches that stressed the inherently masculine nature of techno-science", a counter movement against the 'toys for boys' perception of new Internet technologies. According to a text published by Trevor Scott Milford, another contributor to the rise of cyberfeminism was the lack of female discourse and participation online concerning topics that were impacting women. As cyberfeminist artist Faith Wilding argued: "If feminism is to be adequate to its cyberpotential then it must mutate to keep up with the shifting complexities of social realities and life conditions as they are changed by the profound impact communications technologies and techno science have on all our lives. It is up to cyberfeminists to use feminist theoretical insights and strategic tools and join them with cybertechniques to battle the very real sexism, racism, and militarism encoded in the software and hardware of the Net, thus politicizing this environment."




Critiques

Many critiques of cyberfeminism have focused on its lack of intersectional focus, its utopian vision of cyberspace, especially cyberstalking and cyber-abuse, its whiteness and elite community building.

One of the major critiques of cyberfeminism, especially as it was in its heyday in the 1990s, was that it required economic privilege to get online: "By all means let [poor women] have access to the Internet, just as all of us have it—like chocolate cake or AIDS," writes activist Annapurna Mamidipudi. "Just let it not be pushed down their throats as 'empowering.' Otherwise this too will go the way of all imposed technology and achieve the exact opposite of what it purports to do." Cyberfeminist artist and thinker Faith Wilding also critiques its utopian vision for not doing the tough work of technical, theoretical and political education.

“We emerged from the cyberswamp…on a mission to hijack the toys from techno-cowboys and remap cyberculture with a feminist bent.”

They wrote their own Cyberfeminist Manifesto for the 21st Century (1991) in homage to Haraway, presented as an 18-foot-long billboard, which was exhibited at various galleries across Australia. The text bulges from a 3D sphere, surrounded by images of DNA material and dancing, photomontaged women that have been transformed into scaled hybrids. “We make art with our cunts,” the manifesto reads. “We are the virus of the new world disorder.”

“Cyberfeminism is not a fragrance,” it reads, “not boring... not a single woman... not a picnic… not an artificial intelligence... not lady-like... not mythical.”

Cyberfeminism resisted easy definition and, as the manifesto showed, there were multiple iterations and conflicting notions of what it was—and was not. By 1997, the movement was running into trouble. Haraway and Butler’s texts had called for the dissolution of gender and racial hierarchies, but it was increasingly clear that cyberfeminism had failed to address race at all.

Recruiting AI software can be tested for bias by using it to rank and grade candidates, and then assessing the demographic breakdown of those candidates.

The great thing is if AI does expose a bias in your recruiting, this gives you an opportunity to act on it. Aided by AI, we can use our human judgment and expertise to decide how to address any biases and improve our




Tackling bias in artificial intelligence (and in humans)

AI has the potential to help humans make fairer decisions—but only if we carefully work toward fairness in AI systems as well.

Will AI’s decisions be less biased than human ones? Or will AI make these problems worse?

Two opportunities present themselves in the debate. The first is the opportunity to use AI to identify and reduce the effect of human biases. The second is the opportunity to improve AI systems themselves, from how they leverage data to how they are developed, deployed, and used, to prevent them from perpetuating human and societal biases or creating bias and related challenges of their own. Realizing these opportunities will require collaboration across disciplines to further develop and implement technical improvements, operational practices, and ethical standards.




Underlying data are often the source of bias

Underlying data rather than the algorithm itself are most often the main source of the issue. Models may be trained on data containing human decisions or on data that reflect second-order effects of societal or historical inequities. For example, word embeddings (a set of natural language processing techniques) trained on news articles may exhibit the gender stereotypes found in society.




Human judgment is still needed to ensure AI supported decision making is fair

While definitions and statistical measures of fairness are certainly helpful, they cannot consider the nuances of the social contexts into which an AI system is deployed, nor the potential issues surrounding how the data were collected. Thus it is important to consider where human judgment is needed and in what form. Who decides when an AI system has sufficiently minimized bias so that it can be safely released for use? Furthermore, in which situations should fully automated decision making be permissible at all? No optimization algorithm can resolve such questions, and no machine can be left to determine the right answers; it requires human judgment and processes, drawing on disciplines including social sciences, law, and ethics, to develop standards so that humans can deploy AI with bias and fairness in mind. This work is just beginning




Six potential ways forward for AI practitioners and business and policy leaders to consider

Minimizing bias in AI is an important prerequisite for enabling people to trust these systems. This will be critical if AI is to reach its potential, shown by the research of MGI and others, to drive benefits for businesses, for the economy through productivity growth, and for society through contributions to tackling pressing societal issues. Those striving to maximize fairness and minimize bias from AI could consider several paths forward:




1. Be aware of the contexts in which AI can help correct for bias as well as where there is a high risk that AI could exacerbate bias.

When deploying AI, it is important to anticipate domains potentially prone to unfair bias, such as those with previous examples of biased systems or with skewed data. Organizations will need to stay up to date to see how and where AI can improve fairness—and where AI systems have struggled.




2. Establish processes and practices to test for and mitigate bias in AI systems.

Tackling unfair bias will require drawing on a portfolio of tools and procedures. The technical tools described above can highlight potential sources of bias and reveal the traits in the data that most heavily influence the outputs. Operational strategies can include improving data collection through more cognizant sampling and using internal “red teams” or third parties to audit data and models. Finally, transparency about processes and metrics can help observers understand the steps taken to promote fairness and any associated trade-offs.




3. Engage in fact-based conversations about potential biases in human decisions.

As AI reveals more about human decision making, leaders can consider whether the proxies used in the past are adequate and how AI can help by surfacing long-standing biases that may have gone unnoticed. When models trained on recent human decisions or behavior show bias, organizations should consider how human-driven processes might be improved in the future.




4. Fully explore how humans and machines can work best together

This includes considering situations and use-cases when automated decision making is acceptable (and indeed ready for the real world) vs. when humans should always be involved. Some promising systems use a combination of machines and humans to reduce bias. Techniques in this vein include “human-in-the-loop” decision making, where algorithms provide recommendations or options, which humans double-check or choose from. In such systems, transparency about the algorithm’s confidence in its recommendation can help humans understand how much weight to give it.




5. Invest more in bias research, make more data available for research (while respecting privacy), and adopt a multidisciplinary approach.

While significant progress has been made in recent years in technical and multidisciplinary research, more investment in these efforts will be needed. Business leaders can also help support progress by making more data available to researchers and practitioners across organizations working on these issues, while being sensitive to privacy concerns and potential risks. More progress will require interdisciplinary engagement, including ethicists, social scientists, and experts who best understand the nuances of each application area in the process. A key part of the multidisciplinary approach will be to continually consider and evaluate the role of AI decision making, as the field progresses and practical experience in real applications grows.




6. Invest more in diversifying the AI field itself.

Many have pointed to the fact that the AI field itself does not encompass society’s diversity, including on gender, race, geography, class, and physical disabilities. A more diverse AI community will be better equipped to anticipate, spot, and review issues of unfair bias and better able to engage communities likely affected by bias. This will require investments on multiple fronts, but especially in AI education and access to tools and opportunities.

Cultural Study in Practice

Hello everyone,in this blog I will discuss cultural study in practice. I will discuss "Hamlet", " To His Coy Mistress","Frankenstein".This all answers i will ask Chat GPT and then write here.

 "Hamlet"

Answer by Chat GPT

Certainly! Cultural studies in the novel "Hamlet" can be explored through various topics:

1. Cultural Context:

   Analyze the cultural background depicted in "Hamlet." Explore how cultural elements shape the characters and plot.

2. Traditions and Customs:

   Examine how traditional practices and customs are portrayed in the novel.Discuss the significance of rituals and ceremonies within the cultural framework.

3. Social Structures:

   Investigate the social hierarchy and structures presented in the story.Explore how societal norms impact character interactions and relationships.

4. Language and Communication:

   Study the use of language in reflecting cultural nuances.Analyze how characters communicate within the cultural context.

5. Identity and Belonging:

  Explore how characters grapple with their cultural identity. Discuss the theme of belonging to a particular cultural group in the narrative.

6. Conflict and Change:

   Examine conflicts arising from cultural differences. Assess how characters navigate and adapt to cultural changes.

7. Symbolism and Cultural Icons:

    Identify symbols and cultural icons within the novel. Discuss their significance in conveying cultural themes.

8. Gender Roles:

   Analyze the portrayal of gender roles in the cultural setting.Explore how societal expectations shape characters' behavior based on gender.

9. Cultural Influences on Plot:

   Evaluate how cultural elements drive the storyline. Discuss pivotal plot points influenced by cultural factors.

10. Impact on Reader's Perspective:

   Reflect on how the cultural study enhances the reader's understanding. Discuss the broader implications of the cultural context on the novel's reception.By delving into these topics, a comprehensive understanding of cultural studies in the novel "Hamlet" can be gained.

"To His Coy Mistress"

Answer by Chat GPT 

It seems like you're asking for a cultural study or interpretation of the poem "To His Coy Mistress" by Andrew Marvell. This poem, written in the 17th century, explores themes of love, time, and seduction. A cultural study could delve into the societal norms and values of the time, shedding light on how these elements influence the poem's meaning.

1. Cultural Context:

   Explore the societal expectations and norms regarding courtship and relationships in the 17th century. How do these norms shape the speaker's approach to courtship in the poem?

2. Puritan Influence:

   Consider the influence of Puritanism on the attitudes towards sexuality during this period. How does the speaker navigate the tension between desire and morality?

3. Carpe Diem Theme:

   - Examine the "carpe diem" (seize the day) theme in the poem. How does the cultural context of the time contribute to the urgency expressed by the speaker in persuading his mistress to yield to his advances?

4. Gender Roles:

   Analyze the gender roles portrayed in the poem. How does the cultural context shape the expectations placed on the mistress, and how does she respond to societal pressures?

5. Literary Influences:

   Explore any literary or philosophical influences from the time that might have inspired Marvell's approach to writing about love and time.

6. Classical Allusions:

   Investigate the classical allusions in the poem, such as references to time's winged chariot. How do these allusions reflect the cultural and intellectual atmosphere of the 17th century?

7. Poetic Style and Form:

    Consider the poetic conventions of the time, such as metaphysical poetry. How does Marvell's use of metaphysical conceits and intricate language align with or challenge the cultural norms of his era?

By delving into the cultural context of "To His Coy Mistress," you can gain a richer understanding of the poem's themes and the way in which Marvell engages with the societal values of his time

"Frankenstein"

Answer by Chat GPT 

"Frankenstein" by Mary Shelley is often explored in cultural studies for its rich themes, including the consequences of unchecked scientific ambition and the alienation of the "other." It delves into ethical and moral questions surrounding creation and humanity, making it a fascinating subject for analyzing cultural perspectives on science, identity, and societal norms.

Postcolonial Study

Hello everyone,in this blog i will discuss about summary of 2 major article related to postcolonial Study 

Globalization and the Future of Postcolonial Studies article by Ania Loomba 2ed edition of colonialism and postcolonialism 

 This research article, titled "Globalization and the Future of Postcolonial Studies," explores the intricate relationship between globalization and postcolonial studies. It delves into various aspects of this relationship, including the impact of the 9/11 phenomenon, the emergence of the New American Empire, the Global War on Terror, and the perspectives of scholars like Thomas Friedman, Hardt and Negri, Joseph E. Stiglitz, and P. Sainath. Additionally, it examines Klaus Schwab's concept of Globalization 4.0 and its connection to the Fourth Industrial Revolution while considering counterarguments presented by Noam Chomsky in his work, "Globalization and Its Discontents."

In the 21st century, globalization has had a profound impact on the world, shaping international relations, economics, and culture. However, this process is complex and multifaceted, presenting both opportunities and challenges. The article begins by highlighting the significance of the 9/11 attacks in reshaping global politics and giving rise to the New American Empire and the Global War on Terror. It emphasizes the need to consider questions of domination and resistance, which have been central to postcolonial studies, in this new global context.

The article suggests that the traditional boundaries of postcolonial studies have become porous in this era of heightened geopolitical tensions and evolving power dynamics. The violence and dominance inherent in these developments are intertwined with globalization, challenging the conventional notions of margins and centers in postcolonial studies. It calls for a more nuanced and dynamic approach to understanding these complex intersections of power, resistance, and identity.

The concept of the "Flat World" introduced by Thomas Friedman is examined, highlighting the transformative power of technology and connectivity in reshaping global relationships. However, critics argue that Friedman's perspective is distinctly American and lacks a broader global viewpoint. Nobel laureate Joseph E. Stiglitz criticizes the notion of a "flat world" and emphasizes that the world remains far from flat, with globalization sometimes exacerbating inequalities and disparities.

Furthermore, the article delves into the critique of globalization from scholars like P. Sainath, who highlight the destructive impact of Market Fundamentalism. This ideology, driven by the belief in the market as the solution to all problems, has global reach and contributes to various forms of fundamentalism. The article underscores the need to consider the broader societal implications of globalization and Market Fundamentalism.

Klaus Schwab's concept of Globalization 4.0 is introduced, drawing parallels between industrial revolutions and globalization waves. This era, known as the Fourth Industrial Revolution, is characterized by rapid technological advancements that challenge existing mindsets and require a new approach to the global economy.

The Future of Postcolonial Studies article by Ania Loomba 

In summary, this research article explores the intricate relationship between globalization and postcolonial studies in the context of the 9/11 phenomenon, the New American Empire, the Global War on Terror, and the perspectives of various scholars and critics. It calls for a reevaluation of prevailing economic paradigms and emphasizes the need for responsible governance to ensure equitable distribution of globalization's benefits and mitigation of its pitfalls. The article highlights the evolving landscape of postcolonial studies and its relevance in addressing contemporary global challenges.

The conclusion of the book you quoted from discusses the challenges that postcolonial studies faces in engaging with new challenges, such as those posed by environmental studies.

One challenge is the need to address the environmental impact of colonialism and imperialism. The author argues that postcolonial studies should expand its scope to include the scholarship produced in the Anglo-American academy, as well as the work of scholars from the Global South.

Another challenge is the need to engage with the history and legacies of settler colonialism. The author argues that postcolonial studies has not engaged sufficiently with this topic, and that this is a result of both the discipline's over-reliance on models of colonialism in South Asia and Africa, and its estrangement from other allied traditions such as Native American studies and African-American studies.

The author also discusses the challenges of building solidarity between different groups of disenfranchised people. They point out that while there are pressing political overlaps between these groups, there are also important differentials between them. For example, Native Americans and African-Americans are citizens of the most powerful nation-state in the world, while many immigrants from the Global South are not.

The author concludes by discussing the importance of mass movements in the struggle against environmental destruction and displacement. They argue that while international political factors are important, they cannot supplant the role of mass movements on the ground.

The author also discusses the example of the Narmada Bachao Andolan (NBA), a mass movement in India that fought against the construction of a series of large dams on the Narmada River. The NBA's resistance was successful in halting the construction of some of the dams, and it also helped to raise awareness of the environmental and social costs of large-scale development projects.

The author argues that the NBA's success is a reminder of the importance of mass movements in the struggle for justice and sustainability

Photography workshop

Hello everyone, In this blog i will discuss about one photography workshop. This workshop i attended in department of English. Workshop was deal by Kaushik Ghelani.




Introduction

Photography is not just about capturing moments; it's about telling a story through your lens. During my recent photography workshop, I delved into the fascinating world of composition techniques that can transform ordinary shots into extraordinary works of art. Here are the key insights I gained:




1. Rule of Thirds:










The rule of thirds is like the photographer's compass. By dividing your frame into thirds both horizontally and vertically, you create four points of intersection. Placing your subject along these lines or at their intersections adds balance and visual interest to your photos. It's like understanding the geography of your image.




2. Golden Point:






The golden point, often found at the intersection of diagonals drawn from the corners of the frame, is a powerful composition tool. It draws the viewer's attention to a specific focal point, whether it's a majestic temple or a moment of aesthetic beauty. Think of it as your compass guiding you to photographic treasures.




3. Multiple Layers:




To add depth and complexity to your photos, experiment with multiple layers in your composition. Each layer can tell its own story, and together, they create a rich narrative within a single frame. It's like painting with your camera.




4. Center Focus Rule:




While the rule of thirds is a guiding principle, sometimes placing your subject at the center can be equally compelling. This approach creates symmetry and draws attention directly to your focal point, making it ideal for certain subjects.




5.Symmetry:




Symmetry adds a sense of balance and harmony to your images. Consider dividing your subject into two parts, creating a mirror-like effect that engages the viewer and invites exploration. Reflections are a photographer's best friend for achieving this effect.




6. Geometric Shapes:




Look for geometric shapes in your surroundings, such as circles, triangles, or leading lines. These shapes can be used to frame your subject or draw the viewer's eye through the image. They help create a cohesive visual experience.




7. Leading Lines:




Leading lines are like pathways in your photo, guiding the viewer's gaze toward the main subject. Whether it's a winding road or a fence, these lines add depth and intrigue, inviting the viewer to journey through your composition.




8. Head/Leading Room:




When photographing people or animals, remember to leave appropriate headroom or leading room in the frame. This space in front of the subject's face or movement direction allows viewers to anticipate the subject's next action, enhancing the storytelling aspect of your photo.




9. Depth of Field:




Mastering depth of field is crucial for controlling what's in focus and what's not. Experiment with aperture settings to compose your layers effectively, ensuring the right elements take center stage while others gently fade into the background.




10. Break the Rules




While these composition techniques provide a solid foundation, don't be afraid to break the rules. Creativity knows no bounds, and sometimes the most captivating photos are born from unconventional perspectives or daring experimentation.




Incorporating these composition techniques into your photography repertoire will open up a world of possibilities. Remember, practice makes perfect, so grab your camera and embark on a journey to capture the world through your unique artistic lens. Happy shooting!

conclusion

the workshop journeyed through these composition techniques, revealing the artistry that lies behind every remarkable photograph. Whether you choose to adhere to these principles or break free from them, they serve as valuable tools in your photographic toolbox, allowing you to tell stories and convey emotions through your lens.

Talks by Chimamanda Ngozi Adichie

Hello everyone, in this blog i will discuss about Talks by Chimamanda Ngozi Adichie These talks are on 'The Dangers of Single Story', We should all be Feminists' and 'Harvard Uni - importance of Truth in Post-Truth Era'


information about Chimamanda Ngozi Adichie'


Chimamanda Ngozi Adichie was born on 15 September 1977 in Enugu, Nigeria, the fifth of six children to Igbo parents, Grace Ifeoma and James Nwoye Adichie. While the family's ancestral hometown is Abba in Anambra State, Chimamanda grew up in Nsukka, in the house formerly occupied by Nigerian writer Chinua Achebe. Chimamanda's father, who is now retired, worked at the University of Nigeria, located in Nsukka. He was Nigeria's first professor of statistics, and later became Deputy Vice-Chancellor of the University. Her mother was the first female registrar at the same institution.








Chimamanda completed her secondary education at the University's school, receiving several academic prizes. She went on to study medicine and pharmacy at the University of Nigeria for a year and a half. During this period, she edited The Compass, a magazine run by the University's Catholic medical students.

At the age of nineteen, Chimamanda left for the United States. She gained a scholarship to study communication at Drexel University in Philadelphia for two years, and she went on to pursue a degree in communication and political science at Eastern Connecticut State University, where she also wrote articles for the university journal, the Campus Lantern. While in Connecticut, she stayed with her sister Ijeoma, who runs a medical practice close to the university.

Chimamanda graduated summa cum laude from Eastern in 2001, and then completed a master's degree in creative writing at Johns Hopkins University, Baltimore.

It is during her senior year at Eastern that she started working on her first novel, Purple Hibiscus, which was released in October 2003. The book has received wide critical acclaim: it was shortlisted for the Orange Fiction Prize (2004) and was awarded the Commonwealth Writers' Prize for Best First Book (2005).

Her second novel, Half of a Yellow Sun (also the title of one of her short stories), is set before and during the Biafran War. It was published in August 2006 in the United Kingdom and in September 2006 in the United States. Like Purple Hibiscus, it has also been released in Nigeria.

Chimamanda was a Hodder fellow at Princeton University during the 2005-2006 academic year, and earned an MA in African Studies from Yale University in 2008; her thesis was entitled 'The Myth of "Culture": Sketching the History of Igbo Women in Precolonial and Colonial Nigeria'. In 2011-2012, she was awarded a fellowship by the Radcliffe Institute for Advanced Study, Harvard University, which allowed her to finalize her third novel, Americanah. The book was released to great critical acclaim in 2013.

Chimamanda is married and has a daughter. She divides her time between Nigeria, where she regularly teaches writing workshops, and the United States.
feminist speech




Chimamanda Ngozi Adichie's talk revolves around the theme of gender equality and feminism. She shares personal anecdotes and observations to highlight the importance of challenging traditional gender norms and stereotypes. Here is a summary of her talk:


1. Introduction:
Adichie mentions her brother Chuks and best friend Ike as part of the organizing team for the event.


2. Acknowledgment:
Adichie introduces her niece Kamzia Adichie and proudly recognizes her presence in the audience.


3. Okuloma:
Adichie remembers her friend Okuloma, who passed away in a plane crash and was the first to call her a feminist.She reflects on how he labeled her as a feminist during an argument when she was about fourteen.


4. Misconceptions about Feminism:
Adichie discusses the misconceptions about feminism she encountered in Nigeria, where some believe it's a Western concept .She talks about the negative stereotypes associated with feminism, such as hating men or African culture.


5. Childhood Story:
Adichie shares a childhood story about a school test to become a class monitor, illustrating early gender bias and expectations.


6. Gender Norms and Expectations:
Adichie discusses the ways society enforces traditional gender roles and norms .She highlights how girls are often taught to be subservient, hide their ambitions, and prioritize marriage.


7. Impact of Gender Expectations:
Adichie explains how gender expectations limit both men and women, stifling their true selves and potential. She criticizes the notion of "bottom power" for women, which reinforces subservience to men.


8. Changing Gender Norms:
Adichie advocates for raising children to focus on abilities and interests rather than adhering to strict gender roles. She calls for a shift in mindset and attitudes to create a more equal society.


9. The Power of Culture:
Adichie challenges the idea that culture cannot change and emphasizes that people create and shape culture. She shares her interest in her family's cultural heritage and traditions.


10. Embracing Feminism:
Adichie proudly identifies as a feminist and defines feminism as believing in the social, political, and economic equality of the sexes .She encourages more people to reclaim the word "feminist" and work towards gender equality.


11. Conclusion:
Adichie acknowledges her brother Kenny as an example of a supportive and masculine feminist. She emphasizes the need for everyone to acknowledge and address the gender problem and work together to do better.


Harvard University - importance of Truth in Post-Truth Era'.




In her address to the Harvard Class of 2018, Chimamanda Ngozi Adichie emphasizes the importance of truth and honesty in one's life. She begins by discussing the significance of one's name and how intent and context matter when assessing people's actions. Adichie encourages the audience to consider the difference between malicious intent and honest mistakes.


She goes on to discuss the current political climate in the United States and the challenges of discerning and confronting lies. Adichie highlights the need for individuals to protect and value the truth, even in a culture of outrage and calling out. She emphasizes the importance of context and intent when addressing issues of truth.


Adichie shares personal stories of her own struggles with lying and the regrets she has when she didn't have the courage to embrace the truth. She stresses that telling the truth may not always lead to favorable outcomes, but it allows individuals to maintain their integrity and self-respect.


The speaker recounts a story about her encounter with an established writer and how she initially lied about having read his work. She later realized the importance of honesty and authenticity in her interactions with others.


Adichie advises the graduates to make literature their religion, encouraging them to read widely and understand the human story. She calls on them to be courageous in speaking the truth, especially in polarized environments, and to acknowledge that ignorance is an opportunity for learning.


She discusses the assumptions people may make about Harvard graduates, both positive and negative, and reminds them that their privilege comes with a responsibility to effect positive change in the world. Adichie encourages the graduates to challenge the status quo, champion new storytellers, and make media about truth rather than profit.


She acknowledges the fear of failure and the pressure to measure up to Harvard's expectations but reminds the graduates that self-doubt and self-belief are essential for growth. She advises them to think of literature and its diverse narratives when facing self-doubt.


Adichie concludes by emphasizing that the world is calling for their contributions and encourages them to be courageous and tell the truth in their endeavors.