In the quiet suburbs of Ottawa, Elena, a first-time voter in her mid-twenties, scrolls through her social media feed. She encounters a polished, emotionally resonant video advertisement highlighting the urgent need for affordable housing, featuring a candidate she has never met before. The ad is tailored specifically to her interests, appearing seamlessly among posts about local community events and student loan updates. A few kilometers away, her neighbor, Arthur, a retired engineer with decades of voting history, sees a starkly different message on his device.
In the bustling urban center of Toronto, a software engineer named Sarah spends her morning navigating a suite of productivity applications that track her keystrokes, location, and even biometric stress levels to optimize workflow efficiency. For Sarah, these tools represent a seamless integration of technology into daily life, offering convenience and career advancement, yet she occasionally pauses to question the extent to which her personal behavioral data is being commodified by her employer.
In the bustling financial district of Toronto, Sarah, a senior hiring manager at a mid-sized fintech firm, prepares for a series of interviews. She has implemented a structured interview protocol, where every candidate for the same role is asked the identical set of behavioral questions, scored against a standardized rubric. Her goal is to minimize unconscious bias and ensure that the most qualified candidate, regardless of background, is selected.
Alberta
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in Global Governance of Digital Platforms
A European trade negotiator sits across from her American counterpart, each holding draft text on digital platform governance, the European seeking provisions that would enable regulation of dominant platforms, the American seeking provisions that would prevent such regulation, both knowing that whatever they agree will shape how billions of people interact with technology, neither certain that any agreement is achievable when their governments hold fundamentally different views about whether platforms are infrastructure requiring regulation or services requiring protection from regulation.
Alberta
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in Future of Immigration Law and Policy
Consider the case of Elena, a software engineer from Brazil who has spent three years navigating Canada’s Express Entry system. For Elena, the current immigration framework represents a lifeline, a structured pathway to professional recognition and social stability. She views recent reforms aimed at speeding up processing times as essential improvements that acknowledge the human cost of prolonged uncertainty.
In the bustling corridors of a Toronto community center, Maria, a Syrian refugee who arrived three years ago, reviews a stack of rejection letters. Despite holding a master’s degree in civil engineering, she has been unable to secure employment in her field. She spends her days volunteering at a local food bank, a role that provides social connection but does not alleviate her financial precarity or utilize her professional skills. Her frustration is palpable, not just with her own circumstances, but with a system she perceives as rigid and unresponsive to her qualifications.
In the quiet suburbs of Ottawa, Elena, a university professor with chronic arthritis, sits at her kitchen table on a crisp Tuesday evening. For her, the concept of remote voting is not merely a technological upgrade but a matter of profound dignity and accessibility. The journey to her local polling station, a twenty-minute drive involving multiple transfers on public transit, is physically exhausting and often prohibitive.
Alberta
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in Technology and Civic Participation
A teenager who has never attended a city council meeting, never written a letter to an elected official, never knocked on doors for a candidate, shares a post about climate policy to her three hundred followers, signs an online petition that takes fifteen seconds, and joins a Facebook group dedicated to environmental action, her civic participation having occurred entirely through devices she carries in her pocket, the question of whether what she has done constitutes meaningful engagement or merely its simulation being one she has never considered because the distinction between online exp
Alberta
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in Role of Governments vs. Corporations
In a quiet living room in Vancouver, Elena, a high school student, scrolls through a social media feed that has recently been altered by new algorithmic updates. She notices that posts challenging her worldview are less visible, while content that reinforces her existing beliefs appears more frequently. She wonders whether she is seeing a curated reality designed to keep her engaged, or a safer digital environment protected from harmful misinformation.
Alberta
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in Transparency and Explainability
A person is denied a loan and asks why. The bank's representative explains that the decision was made by an algorithm but cannot say what factors drove the denial or how the applicant might improve their chances. A defendant receives a longer sentence based partly on a risk assessment tool that assigns them high likelihood of reoffending, but neither defendant nor judge can examine what variables produced that score.