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Approved in Algorithms and Amplification

Algorithms and Amplification: How Digital Systems Shape What We See, Hear, and Believe

Algorithms and Amplification: How Digital Systems Shape What We See, Hear, and Believe

In the early days of the internet, content appeared chronologically — simple, predictable, and largely under user control. Today, algorithms curate nearly everything: the posts we read, the videos we watch, the people we interact with, and even the ideas we encounter.

Alberta
Approved in Appeals and Redress Mechanisms

Appeals and Redress Mechanisms: Ensuring Fairness in Digital Governance

Appeals and Redress Mechanisms: Ensuring Fairness in Digital Governance

Every platform that moderates content, enforces rules, or restricts user behaviour eventually faces the same question: What happens when we get it wrong?

In online ecosystems, mistakes are inevitable. Algorithms misfire. Moderators misinterpret context. Users misunderstand rules. Some actions cause unintended harm. Without a fair, transparent, and accessible appeals process, moderation becomes a black box — one that can erode trust faster than any bad actor.

Alberta
Approved in Lobbying, Influence & Unequal Access

A LOSING GAME | Full Documentary | National Film Board of Canada

A Losing Game: Electoral Reform and Democratic Participation in Canada

What happens when candidates enter elections knowing they cannot win? When the system itself determines outcomes before campaigns begin? The National Film Board documentary A Losing Game (2025) follows three candidates in Quebec's 2022 provincial election—each facing near-certain defeat—to expose the structural barriers that shape who can succeed in Canadian politics and who is systematically excluded.

Alberta
Approved in Residential School Legacy and Healing

Canada's Dark Secret | Featured Documentaries

In 1996, the last residential school in Canada was closed down, bringing to light horrifying stories about the methods used to sever indigenous children from the influence of their families and to assimilate them into the dominant "Canadian" culture. 

Alberta
Approved in Residential School Legacy and Healing

Residential Schools in Canada: A Timeline

Residential Schools in Canada: Understanding the Timeline of Tragedy and Accountability

The history of residential schools in Canada spans more than a century—from early colonial missions through systematic government policy to the ongoing legacy of intergenerational trauma. Understanding this timeline is essential for all Canadians seeking to comprehend the truth that reconciliation requires, and the context for Indigenous peoples' contemporary experiences and demands.

Alberta
Approved in Ethics of Artificial Intelligence

The hidden workers behind artificial intelligence

The Hidden Workers Behind Artificial Intelligence: Human Labour in the Machine

When we interact with artificial intelligence—asking ChatGPT to write an email, having Alexa set a timer, scrolling through algorithmically curated social media feeds—we experience what feels like machine magic. But behind this apparent automation lies a global workforce of human labourers, often invisible, frequently underpaid, and sometimes traumatized by the work of making AI systems function.

Alberta
Approved in Mental Health at Work

Anxiety at Work

Alberta
Approved in Beyond the Grade

The Pressure Paradox

When Youth Sports Stop Serving Youth

Youth sports occupy a unique space in schools and communities. They are meant to support physical development, strengthen teamwork skills, and build confidence. Yet in many environments, the expectations placed on student athletes have expanded far beyond these original goals.

Alberta
Approved in Mental Health and Crisis Intervention

AI and Suicide: A New Frontier in Mental-Health Ethics

Mental health is no longer a quiet corner of public discourse — nor should it be. In Canada, we often pride ourselves on universal healthcare, but for reasons that may be historic, bureaucratic, or simply uncomfortable to admit, mental health remains treated as a parallel system: essential, yet largely privatized. For many, therapy is something you get only if your workplace benefits package has a reflexive fondness for humanity… or if your wallet has elasticity.

Alberta
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