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Pinned Approved in Psychologists & Counsellors

SUMMARY - Psychologists & Counsellors

A woman sits in a therapist's office, having finally found someone she can afford who had an opening in the next month rather than the next year. She is not sure exactly what kind of therapist this is or how their training differs from the psychiatrist she saw once or the counselor she spoke with at the community center. The letters after their name mean something, but she does not know what. She just knows she needs someone to talk to who might help her understand why she feels the way she does.

Alberta
Pinned Approved in Eating Disorders

SUMMARY - Eating Disorders

A teenage girl counts calories with obsessive precision, exercises for hours each day, sees fat in the mirror where others see bones, and has become so consumed by control over her body that she has lost control over everything else. Her parents watch her disappear, knowing something is terribly wrong but not knowing how to reach her through the wall she has built.

Alberta
Pinned Approved in Metrics and Standards for Responsibility

SUMMARY - Metrics and Standards for Responsibility

In the quiet hum of a Winnipeg call centre, Maria, a data analyst, reviews a new algorithmic hiring tool promised to reduce bias in recruitment. She is tasked with verifying that the system does not inadvertently discriminate against candidates from Indigenous communities, yet the vendor’s documentation offers only vague assurances of "fairness" without defining the metric. Meanwhile, in Ottawa, a junior policy advisor named David struggles to draft compliance guidelines for federal departments adopting artificial intelligence.

Alberta
Pinned Approved in Public Access Points

SUMMARY - Public Access Points

In a quiet corner of the Toronto Public Library, Elena, a recent immigrant and single mother, navigates the complexities of the Service Canada online portal. She relies on the library’s public computers to apply for employment insurance and access remote work opportunities, viewing the institution not merely as a repository of books, but as a critical infrastructure for her economic survival and social integration. Across the city, in a municipal council chamber in Vancouver, Councillor Arjun Singh debates the allocation of the annual budget.

Alberta
Pinned Approved in Predictive Policing and AI Tools

SUMMARY - Predictive Policing and AI Tools

In a quiet suburban neighborhood in Ottawa, a resident named Elena notices an unusual increase in police patrols near her street. She feels a sense of relief, believing that the visible presence of law enforcement is preventing potential break-ins that have plagued her community in previous years. For Elena, the deployment of predictive analytics software by local authorities represents a modern, efficient tool for maintaining public safety, allowing resources to be allocated where they are statistically most needed.

Alberta
Pinned Approved in Enforcement and Accountability

SUMMARY - Enforcement and Accountability

The morning commute for Elias, a senior software engineer in downtown Vancouver, begins with a routine check of his smartwatch, a device that tracks his heart rate and sleep patterns. For Elias, this data represents personal autonomy and the right to manage his own health. However, when his employer recently proposed integrating this biometric data into their workplace wellness program to reduce insurance premiums, Elias felt a chill. He views this as a potential erosion of privacy, a right enshrined in Canadian law, yet he also recognizes the financial incentives offered.

Alberta
Pinned Approved in Indigenous Child Welfare and Legal Reform

SUMMARY - Indigenous Child Welfare and Legal Reform

In the early morning light of a remote community in Northern Quebec, a social worker named Marie reviews a file that has been passed through three different government jurisdictions over the last decade. She is tasked with determining whether a child should remain with their extended family network or be placed in a foster home in Montreal, a decision that carries profound cultural and logistical consequences.

Alberta
Pinned Approved in Artists’ Experiences: Facing and Overcoming Barriers

SUMMARY - Artists’ Experiences: Facing and Overcoming Barriers

The Canadian cultural landscape is often celebrated for its vibrancy, diversity, and commitment to universal access, yet the lived experiences of individual artists reveal a complex tapestry of barriers that challenge this ideal. Consider Elena, a visual artist living in rural Saskatchewan who identifies as having a disability. For Elena, the primary barrier is not a lack of talent or ambition, but the physical and logistical impossibility of accessing major gallery spaces or funding application portals that are not designed with accessibility in mind.

Alberta
Pinned Approved in Stop, Search, and Street Checks: Practice vs Policy

SUMMARY - Stop, Search, and Street Checks: Practice vs Policy

The morning commute in downtown Toronto begins with a routine traffic stop for an officer from the Toronto Police Service. The driver, a young Black man named Marcus, experiences a familiar knot of anxiety in his stomach. He has been stopped frequently in the past year, often without a clear explanation beyond “random checks” for impaired driving. For Marcus, these interactions are not random; they feel targeted, eroding his sense of safety within his own community.

Alberta
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