Questões de Concurso

Text II

From: https://www.cartoonmovement.com/cartoon/facial-recognition-0  

Text I

         Understanding bias in facial recognition technologies

    Over the past couple of years, the growing debate around automated facial recognition has reached a boiling point. As developers have continued to swiftly expand the scope of these kinds of technologies into an almost unbounded range of applications, an increasingly strident chorus of critical voices has sounded concerns about the injurious effects of the proliferation of such systems on impacted individuals and communities. Critics argue that the irresponsible design and use of facial detection and recognition technologies (FDRTs) threaten to violate civil liberties, infringe on basic human rights and further entrench structural racism and systemic marginalisation. In addition, they argue that the gradual creep of face surveillance infrastructures into every domain of lived experience may eventually eradicate the modern democratic forms of life that have long provided cherished means to individual flourishing, social solidarity and human self-creation. 

    Defenders, by contrast, emphasise the gains in public safety, security and efficiency that digitally streamlined capacities for facial identification, identity verification and trait characterisation may bring. These proponents point to potential real-world benefits like the added security of facial recognition enhanced border control, the increased efficacy of missing children or criminal suspect searches that are driven by the application of brute force facial analysis to largescale databases and the many added conveniences of facial verification in the business of everyday life.

    Whatever side of the debate on which one lands, it would appear that FDRTs are here to stay.   

Adapted from: understanding_bias_in_facial_recognition_technology.pdf

Text I

         Understanding bias in facial recognition technologies

    Over the past couple of years, the growing debate around automated facial recognition has reached a boiling point. As developers have continued to swiftly expand the scope of these kinds of technologies into an almost unbounded range of applications, an increasingly strident chorus of critical voices has sounded concerns about the injurious effects of the proliferation of such systems on impacted individuals and communities. Critics argue that the irresponsible design and use of facial detection and recognition technologies (FDRTs) threaten to violate civil liberties, infringe on basic human rights and further entrench structural racism and systemic marginalisation. In addition, they argue that the gradual creep of face surveillance infrastructures into every domain of lived experience may eventually eradicate the modern democratic forms of life that have long provided cherished means to individual flourishing, social solidarity and human self-creation. 

    Defenders, by contrast, emphasise the gains in public safety, security and efficiency that digitally streamlined capacities for facial identification, identity verification and trait characterisation may bring. These proponents point to potential real-world benefits like the added security of facial recognition enhanced border control, the increased efficacy of missing children or criminal suspect searches that are driven by the application of brute force facial analysis to largescale databases and the many added conveniences of facial verification in the business of everyday life.

    Whatever side of the debate on which one lands, it would appear that FDRTs are here to stay.   

Adapted from: understanding_bias_in_facial_recognition_technology.pdf

Texto para a questão

Leveraging Student Interests to Teach Critical Analysis

     Critical analysis often feels burdensome to students—an exercise in sorting hazy ideas with no clear payoff. Yet, when learners glimpse something of value—a “gem” amid the clutter—the process becomes not just manageable but invigorating. By tapping into topics they already care about, we can model the habits of mind involved in deep thinking before guiding students into unfamiliar territory. In this way, what begins as an exploration of personal passion becomes a transferable skill for any subject.

   First, invite students to choose a subject that genuinely interests them—whether it’s dissecting the social commentary in a favorite song or debating the ethics of a beloved athlete’s off-field behavior. Guide them through selecting an analytical angle, unpacking layers of meaning, and celebrating discoveries. As they experience critical analysis as an energizing process rather than a dry requirement, they build confidence in their own intellectual curiosity and learn to seek connections between ideas.

    Next, when faced with assignments that initially seem remote—say, an art critique or a historical essay—provide a lens that resonates with each student’s strengths. A budding fiction writer, for example, can approach a painting as she would a story: considering character, narrative arc, and emotional impact. By framing unfamiliar topics through familiar mindsets, you grant students an entry point that makes critical analysis feel both relevant and compelling.

    Once students have internalized the underlying process, encourage them to take the reins. Rather than asking, “What does this mean?” shift to, “What does this mean to me?” Students might analyze ecological themes in a novel from their passion for climate justice, or reinterpret a political speech through the lens of family heritage. These personal connections transform assignments from obligatory tasks into opportunities for authentic inquiry.

    Ultimately, teaching critical analysis in this way moves learners from guided practice to independent exploration. By beginning with their interests, scaffolding new angles, and then inviting student-driven investigations, educators can help every learner—from the avid gamer to the reluctant essay-writer—carry these skills into diverse subjects. In doing so, critical analysis becomes not a chore but a doorway to richer understanding.

Edutopia, May, 1st, 2025