Consider the experience of Elena, a resident of a rural community in Saskatchewan who relies on screen-reading software to navigate government services. When she attempts to renew her provincial health card online, she encounters a form that fails to label its fields correctly, rendering the process impossible without phone assistance. For Elena, this is not merely an inconvenience; it is a barrier to maintaining her independence and managing her healthcare.
A person clicks "I agree" to access a website, having read none of the 8,000-word privacy policy and terms of service governing their interaction. Another user carefully reviews every permission request, adjusting settings to minimize data sharing, only to discover the app collects information through mechanisms those settings do not control. Someone provides enthusiastic consent to share photos with friends on a platform, never imagining those images would train AI models, feed advertising systems, or persist in backups long after deletion.
A citizens' assembly on artificial intelligence convenes in a European capital, randomly selected participants receiving intensive education on technical concepts they had never encountered, deliberating for weeks over questions that experts have debated for years, and producing recommendations that reflect genuine citizen judgment, only for those recommendations to enter policy processes where organized interests with permanent presence can outmaneuver episodic citizen input and where the complexity that participants briefly mastered continues evolving in directions their recommendations d
Alberta
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in Teaching in the Age of AI and Algorithms
The morning light filters through the blinds of a suburban home in Ottawa, where twelve-year-old Leo sits at his desk, staring at a blank document. His English teacher has assigned an essay on the themes of isolation in *The Handmaid’s Tale*. Leo knows the plot, but the words feel elusive. With a few keystrokes, he prompts a generative AI tool to "write a 500-word analysis of isolation in *The Handmaid’s Tale* for a grade 7 student." Within seconds, a coherent, grammatically perfect paragraph appears. Leo copies it, feeling a mix of relief and unease.
Alberta
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in Echo Chambers and Filter Bubbles
Consider the experience of Elena, a high school teacher in rural Nova Scotia. As she prepares a lesson on Canadian history, she relies on digital resources curated by her school board. These resources emphasize reconciliation and indigenous perspectives, reflecting current pedagogical standards. However, when she shares these materials with her community, some parents express concern that the curriculum is biased, arguing that it omits traditional narratives of nation-building.
Alberta
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in Deepfakes, AI Content, and Synthetic Reality
The morning commute for Elena, a high school teacher in Toronto, begins not with coffee, but with a moment of profound cognitive dissonance. She receives a video message from her principal, announcing an unexpected school closure due to a "technical emergency." The voice is perfect; the facial expressions are nuanced. Yet, a subtle glitch in the background—a flickering logo that doesn’t match the school’s branding—triggers a hesitation. Is this a security breach, a prank, or a genuine emergency?
The morning commute for Elena, a small business owner in Vancouver, begins not with coffee, but with anxiety. Her smartphone buzzes with a notification from her banking app, followed immediately by an SMS claiming her account has been compromised. She hesitates, her finger hovering over the link, aware that a single click could drain her livelihood. For Elena, device security is not an abstract concept; it is the fragile barrier between financial stability and catastrophic loss.
Alberta
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in Who Owns Climate Data? Open Access and Equity in Research
Dr. Elena Rossi, a glaciologist at a mid-sized Canadian university, stares at her screen, frustrated. Her team has spent three years processing high-resolution satellite imagery of the Hudson Bay ice shelf. The data is rich, nuanced, and critical for understanding accelerated melt rates. However, to publish their findings in a top-tier international journal, they are required to deposit their raw datasets into a proprietary commercial repository that charges subscription fees for access.
Alberta
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in Who Regulates the Feed? Platform Power & Public Interest
In the early hours of a federal election campaign, a small business owner in rural Saskatchewan scrolls through her social media feed, encountering a series of highly targeted advertisements promising drastic changes to agricultural subsidies. These posts appear organic, blending seamlessly with updates from local community groups, yet they are algorithmically selected based on her browsing history and location data.
Alberta
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in Libraries as Digital Access Hubs
For Elena, a recent immigrant living in a high-density apartment complex in Toronto, the local library is not merely a repository of books but a vital lifeline. Her smartphone data plan is capped, and her household income does not stretch to cover unlimited home broadband. Every Tuesday and Thursday, she travels to the branch to submit job applications, complete online language courses, and video-call her children who remain in her country of origin. Without this access, her integration into the Canadian labor market and social fabric would be significantly hampered.