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This October 2025 panel focused on impacts of AI and false responders on online data collection. Learn how researchers are navigating false responders and bots as hostilities rise against 2SLGBTQIA+ communities.

The agreement seeks to create a shared vocabulary for digital‑literacy‑related concepts, provide implementation guidance for organizations across sectors, and propose a standardized set of indicators for measuring progress and barriers.

The weekly roundup includes research, stories, and events of interest to the Canadian immigration and settlement community. Includes: Canada's growth engine is stalling – Key Insights 5th edition 2025, The crisis of wage theft in Ontario, The Successes and Challenges of Canada’s Welcome to Displaced Ukrainians, She arrived in Canada as an immigrant and now teaches newcomers how to resist misinformation, and more.

This thesis uncovers a process‑centric fairness crisis in Canadian immigration stemming from opaque, poorly accountable ADMs. By articulating a three‑pillar framework (transparency, accountability, ex‑ante rule‑making) and mapping it onto existing legal structures, the work supplies a concrete roadmap for lawyers, policymakers, and scholars to demand and design a more just, auditable immigration system.

This dissertation uncovers a dual accountability regime in Canadian settlement services, where relational, empathy‑driven practices coexist, and often clash, with rigid, number‑focused reporting demands. The work exposes a temporal bias that privileges speed and quantification, shaping data cultures, technology choices, and ultimately the quality of support offered to newcomers.

The study investigates whether artificial‑intelligence (AI) tools can help Canadian settlement agencies deliver higher‑quality employment services to refugee clients, moving them from “survival” jobs toward work that matches their prior qualifications.

This report delivers a human‑rights‑centred, comparative audit of how automated recommendation‑making tools are shaping immigration decisions in three major democracies, exposing systemic bias, opacity, and accountability deficits, and offering a concrete roadmap—particularly for the UK—to embed ethical safeguards, transparency, and robust oversight into any future deployment of such tools.

This report provides an examination of language‑policy and translation strategy on Manitoban government websites and social‑media channels during the COVID‑19 pandemic.

National Call for Proposals for the Settlement Program and Resettlement Assistance Program CFP 2024 - Post-Analysis Report (Oct 2025)