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Tok Exhibition Prompt 12 – Is bias inevitable in the production of knowledge?

TOK EXHIBITION Object 1: Google’s PageRank Patent Document

  • Theme: Knowledge and Technology
  • Specific Example: The patent for Google’s PageRank algorithm, foundational to its search engine technology, exemplifies how algorithmic biases can shape access to information online. This document can be analyzed to understand the criteria used for ranking web pages, highlighting the built-in biases that affect which knowledge becomes prominent. Google’s search algorithm stands as a modern testament to the challenges of bias in the digital age. It shapes the information landscape, influencing what knowledge is readily accessible versus what remains obscured. This algorithm, by prioritizing certain sites based on complex, proprietary criteria, inadvertently embeds biases into the fabric of digital knowledge dissemination. It prompts examination of how technological tools, while designed to enhance access to knowledge, can also reflect and reinforce existing societal biases, raising critical questions about the neutrality of technology in knowledge production.

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TOK EXHIBITION Object 2: “Invisible Women: Data Bias in a World Designed for Men” by Caroline Criado Perez

  • Theme: Knowledge and the Knower
  • Specific Example: This book investigates gender bias in data collection and analysis across various sectors, including medicine, transportation, and technology. It serves as a tangible example of how gender bias in scientific research and data analysis can lead to knowledge that overlooks or misrepresents half of the population’s needs and experiences. Studies highlighting gender bias in scientific research, such as those examining the  underrepresentation of women in clinical trials, underscore the systemic biases that can influence knowledge production in the sciences. These studies reveal how assumptions and norms within the scientific community can shape research questions, methodologies, and interpretations, potentially skewing findings and conclusions. This object encourages discussion on the implications of such biases for the reliability of scientific knowledge and the importance of reflexivity and diversity in mitigating bias.

Objects in the TOK exhibition serve as tangible manifestations of complex TOK concepts, allowing students to explore and demonstrate their understanding of knowledge in a concrete and relatable context. They act as catalysts for deep reflection, discussion, and analysis, bridging abstract theory with real-world examples and personal experiences. By strategically choosing objects that offer clear relevance and depth, students position themselves to deliver a compelling exhibition that fully addresses the criteria for a 10/10 score.

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This website is a big repository of Theory of Knowledge (TOK) for the IB community. The content is comprehensive and created with detailed exploration, introspection, and critical research to make it as robust and engaging for the IB teachers, schools, and students. The content is penned down on all the TOK facets, with detailed understanding and tips on how to ace in TOK essay and TOK exhibition. Students get exposed to hundreds of real-life examples and objects, which incite their thinking bulbs. In addition, teachers get mind-boggling ideas on TOK lesson plans, TOK unit planners, TOK presentations, and 100’s of TOK classroom activities to teach TOK most creatively, being the best version of themselves!

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