AI Literacy in Canadian Libraries: Educating the Public

Artificial intelligence is no longer a distant, futuristic concept — it is embedded in the tools Canadians use every day. From automated customer service chatbots to AI-powered job application screeners, from personalized healthcare recommendations to predictive policing algorithms, AI touches nearly every facet of modern life. Yet for most Canadians, understanding what AI actually is, how it works, and how it affects them remains frustratingly out of reach. The question of AI literacy in Canadian libraries is not just timely — it is urgent. Where do people go when they need to learn something new? When they need reliable, accessible, and free information? For generations, the answer has been the same: the public library. Libraries have always been the great equalizers — institutions that democratize knowledge regardless of income, education level, or background. As Canada grapples with the rapid adoption of artificial intelligence and machine learning, libraries are uniquely positioned to become the frontline of public AI education. But this will not happen on its own. It requires intention, investment, and a clear strategy — from librarians, from library systems, and from the cities that fund and govern them.

The Canadian Context: Why AI Literacy Matters Here and Now

Canada holds a distinctive position in the global AI landscape. With world-renowned research hubs in Montreal, Toronto, and Edmonton, the country has been at the forefront of AI development for decades. The federal government’s Pan-Canadian Artificial Intelligence Strategy, first launched in 2017 and renewed with significant additional funding, underscores the national commitment to AI leadership. Yet there is a growing disconnect. While Canada invests heavily in AI research and commercialization, public understanding of AI has not kept pace. A significant portion of the population interacts with AI-driven systems daily without recognizing it — and without understanding the implications for their privacy, employment, or civic participation. This gap is especially pronounced in Canadian cities, where diverse populations bring a wide range of digital literacy levels. Consider the newcomer navigating an AI-powered immigration portal, the small business owner trying to understand automated marketing tools, or the senior citizen encountering a chatbot for the first time when trying to access government services. These are not edge cases. These are everyday Canadians who need and deserve accessible AI education.

AI Literacy Is Not Just Technical Knowledge

It is important to clarify what we mean by AI literacy. This is not about teaching everyone to code neural networks. AI literacy encompasses a broad spectrum of understanding:

• Awareness: Recognizing when AI is being used in products, services, and decision-making processes
• Comprehension: Understanding basic concepts like machine learning, data training, algorithmic bias, and automation
• Critical evaluation: Being able to assess AI-generated content, identify misinformation, and understand the limitations of AI systems
• Ethical reasoning: Grappling with questions about fairness, transparency, consent, and accountability in AI deployment
• Practical application: Knowing how to use AI tools effectively and responsibly in work and daily life

This kind of literacy is foundational to informed citizenship in a democracy increasingly shaped by algorithmic systems. And libraries are the natural home for this education.

What Role Should Canadian Libraries Play in AI Education?

Public libraries in Canada already serve as critical hubs for digital literacy. Many offer programs on internet safety, basic computer skills, and digital government services. Extending this mandate to include AI literacy is a logical and necessary evolution. Libraries should position themselves as trusted, neutral spaces where the public can explore AI without the commercial pressures that accompany corporate training programs or tech company marketing. The library’s role is not to sell AI — it is to help people understand it, question it, and use it wisely. Specifically, Canadian libraries should aim to:

1. Demystify AI by offering accessible workshops, lecture series, and curated resource collections that explain AI concepts in plain language
2. Provide hands-on experience through guided sessions where patrons can interact with AI tools in a supported, low-risk environment
3. Foster critical thinking by hosting discussions and programs that explore the ethical, social, and economic implications of AI
4. Serve as community connectors by partnering with local universities, tech organizations, and civic groups to bring expert knowledge into library programming
5. Advocate for equitable access by ensuring AI education reaches underserved communities, including newcomers, seniors, Indigenous populations, and those with limited digital access

Educating the Educators: It Starts with Library Professionals

Here is the critical insight that too many discussions overlook: before libraries can educate the public about AI, they must first educate themselves. Library professionals — including librarians, library technicians, information specialists, and support staff — need foundational AI literacy before they can confidently facilitate public learning. This is not a criticism; it is a recognition of how rapidly the field has evolved. Many library professionals completed their training before AI became a mainstream concern, and continuing education in this area has been inconsistent.

What Library Professionals Need

A comprehensive approach to building AI competency among library staff should include:

• Professional development programs specifically designed for library contexts, covering both the technical basics of AI and the ethical frameworks surrounding its use
• Peer learning networks where librarians across Canadian systems can share best practices, programming ideas, and lessons learned
• Partnerships with AI experts who can provide ongoing training, mentorship, and support to library staff developing new programs
• Access to curated, reliable resources that library professionals can use for self-directed learning and program development
• Time and institutional support to learn — this means library leadership must prioritize AI literacy as a strategic objective, not an afterthought

Organizations like the Canadian Federation of Library Associations and provincial library bodies have an important role to play in coordinating these efforts. But the initiative must also come from within individual library systems, driven by leadership that recognizes the strategic importance of AI readiness.

How Librarians Can Lead with Confidence

Librarians do not need to become AI engineers to lead AI literacy programming. What they bring to the table is arguably more valuable: expertise in information literacy, a deep understanding of community needs, and a commitment to equitable access. These are precisely the skills needed to guide the public through the complexities of AI. The librarian’s superpower has always been the ability to help people find, evaluate, and use information effectively. In the age of AI-generated content, algorithmic curation, and deepfakes, this skill set is more essential than ever.

How Cities Should Build AI Literacy into Their Digital Strategies

Libraries do not operate in isolation. They are municipal institutions, funded and supported by city governments. For AI literacy to scale effectively, it must be embedded in broader municipal digital strategies. Canadian cities — particularly mid-size and large urban centres — are increasingly developing digital transformation plans. These plans typically address smart city infrastructure, digital government services, open data initiatives, and cybersecurity. AI literacy should be a core pillar of every municipal digital strategy.

Practical Steps for Municipal Governments

• Include libraries as strategic partners in digital transformation planning, not just as service delivery points but as active contributors to policy and program design
• Allocate dedicated funding for AI literacy programming within library budgets, recognizing this as critical infrastructure investment rather than optional programming
• Develop cross-departmental collaboration between library systems, IT departments, economic development offices, and community services to create coordinated AI education initiatives
• Engage community stakeholders — including local tech companies, post-secondary institutions, nonprofit organizations, and community groups — in co-designing AI literacy programs that reflect local needs
• Measure and report on outcomes by establishing clear metrics for AI literacy program participation, learning outcomes, and community impact

Cities like Toronto, Vancouver, and Montreal — already home to significant AI ecosystems — have a particular opportunity and responsibility to lead. But smaller cities and rural communities must not be left behind. Provincial and federal funding mechanisms should support AI literacy programming across the full spectrum of Canadian communities.

A Vision for the Future: Libraries as AI Literacy Hubs

Imagine walking into your local library branch and finding a dedicated AI learning space. There are workshops for seniors explaining how voice assistants work and what happens to their data. A program for job seekers demystifying AI-powered hiring tools. A youth series on understanding algorithmic bias in social media. A newcomer-focused session on navigating AI-driven government services in multiple languages. This is not a fantasy. It is entirely achievable — and some Canadian libraries are already moving in this direction. But scaling these efforts requires systemic commitment. The stakes are high. Without broad public AI literacy, Canada risks creating a two-tiered society: those who understand and can leverage AI, and those who are subject to its decisions without comprehension or recourse. Libraries have always existed to prevent exactly this kind of knowledge inequality.

Conclusion: Building AI Literacy Together

The need for AI literacy in Canadian libraries is clear and growing. Canadians encounter artificial intelligence constantly — in their workplaces, their government services, their healthcare, and their homes. They deserve accessible, trustworthy spaces where they can learn about these technologies on their own terms. Libraries are that space. But realizing this potential requires a coordinated effort: library professionals must be educated first, library systems must commit resources and strategic focus, and cities must embed AI literacy into their digital strategies as a non-negotiable priority. This is a challenge that demands both innovation and human connection — the recognition that technology serves people, and that people deserve to understand the technology that shapes their lives. At ENGR Solutions, we work with government and organizational partners to integrate AI and machine learning in ways that create real impact. We believe that public AI literacy is foundational to responsible AI adoption. If your organization, library system, or municipality is exploring how to build AI literacy capacity, we would love to partner with you. Let us build a more AI-literate Canada — together.