{"id":22705,"date":"2026-04-24T16:01:00","date_gmt":"2026-04-24T16:01:00","guid":{"rendered":"https:\/\/sawahsolutions.com\/alpha\/canadian-ai-policy-risks-further-marginalising-domestic-culture-warns-expert\/"},"modified":"2026-04-24T17:28:35","modified_gmt":"2026-04-24T17:28:35","slug":"canadian-ai-policy-risks-further-marginalising-domestic-culture-warns-expert","status":"publish","type":"post","link":"https:\/\/sawahsolutions.com\/alpha\/canadian-ai-policy-risks-further-marginalising-domestic-culture-warns-expert\/","title":{"rendered":"Canadian AI policy risks further marginalising domestic culture, warns expert"},"content":{"rendered":"<p><\/p>\n<div>\n<p>Michael Geist criticises Canada&#8217;s proposed AI training regulations, arguing they could reduce the visibility of Canadian works in global AI systems and affect cultural diversity.<\/p>\n<\/div>\n<div>\n<p>Michael Geist has warned that a House of Commons heritage committee recommendation on artificial intelligence could leave Canadian culture less visible, not more, in the systems increasingly used to search, summarise and generate information. Writing after the committee\u2019s report on AI and the creative industries was published this month, he argued that the panel recognised the risk of Canadian works being under-represented in training data, but then embraced a rule that would make access to those works harder.<\/p>\n<p>At the heart of the dispute is the committee\u2019s call for an explicit opt-in requirement before copyrighted works can be used to train AI systems. Geist says that would put Canada well outside the approach taken in several other jurisdictions. He points to the European Union\u2019s text-and-data-mining regime, which generally allows use unless rights holders reserve their rights, as well as broader permissions in Japan, Singapore and parts of the United States, where AI training is treated more permissively under existing copyright doctrines. Canada\u2019s own privacy regulator has separately stressed that AI systems should be built and used with a clear legal basis, meaningful consent where personal information is involved, and greater transparency and accountability.<\/p>\n<p>The policy concern is not theoretical. Geist argues that Canada has already seen what happens when law and platform economics collide in the online information space: after the Online News Act created a regime requiring payment for news links, Meta blocked news content for Canadian users. He says a similar effect could follow if AI developers face extra costs and procedural hurdles before they can include Canadian material in their models. The same concern has been raised elsewhere. The Office of the Privacy Commissioner of Canada reported last year that LinkedIn paused the use of Canadian members\u2019 personal information for AI training after questions about notice and consent, underlining the sensitivity of data use in this area.<\/p>\n<p>There is also a deeper copyright issue. Canada\u2019s fair dealing provisions already allow copyrighted material to be used for purposes such as research and private study, and Geist contends that much text and data mining for AI training could already fit within that framework. An opt-in rule would therefore do more than add certainty: it would effectively reshape the balance by requiring prior authorisation where current law does not clearly demand it. That mirrors a wider international debate, with organisations and policy analysts split between those who argue that explicit consent best protects creators and those who warn that opt-out systems are harder to administer and may still fail to keep protected works out of training sets.<\/p>\n<p>Geist also questions how the committee reached such a sweeping conclusion. He says the hearings were dominated by collective rights organisations, cultural industry bodies and advocacy groups, while witnesses with more sceptical views on regulation were much less influential in the final recommendations. Industry submissions to Canada\u2019s AI consultation have also warned that rigid opt-out or opt-in systems may reduce the diversity of training data and worsen bias, a point echoed in a policy document from Innovation, Science and Economic Development Canada. The result, in Geist\u2019s view, is a report that presents itself as pro-innovation while recommending a framework that would make Canadian content harder to find inside the AI tools that are already shaping global access to culture.<\/p>\n<h3>Source Reference Map<\/h3>\n<p><strong>Inspired by headline at:<\/strong> <sup><a target=\"_blank\" rel=\"nofollow noopener noreferrer\" href=\"https:\/\/www.michaelgeist.ca\/2026\/04\/ai-without-canada-why-the-heritage-committees-ai-report-could-lead-to-less-canadian-content-in-the-training-data\/?utm_source=rss&amp;utm_medium=rss&amp;utm_campaign=ai-without-canada-why-the-heritage-committees-ai-report-could-lead-to-less-canadian-content-in-the-training-data\">[1]<\/a><\/sup><\/p>\n<p><strong>Sources by paragraph:<\/strong><\/p>\n<ul>\n<li>Paragraph 1: <sup><a target=\"_blank\" rel=\"nofollow noopener noreferrer\" href=\"https:\/\/www.michaelgeist.ca\/2026\/04\/ai-without-canada-why-the-heritage-committees-ai-report-could-lead-to-less-canadian-content-in-the-training-data\/?utm_source=rss&amp;utm_medium=rss&amp;utm_campaign=ai-without-canada-why-the-heritage-committees-ai-report-could-lead-to-less-canadian-content-in-the-training-data\">[1]<\/a><\/sup><\/li>\n<li>Paragraph 2: <sup><a target=\"_blank\" rel=\"nofollow noopener noreferrer\" href=\"https:\/\/www.michaelgeist.ca\/2026\/04\/ai-without-canada-why-the-heritage-committees-ai-report-could-lead-to-less-canadian-content-in-the-training-data\/?utm_source=rss&amp;utm_medium=rss&amp;utm_campaign=ai-without-canada-why-the-heritage-committees-ai-report-could-lead-to-less-canadian-content-in-the-training-data\">[1]<\/a><\/sup>, <sup><a target=\"_blank\" rel=\"nofollow noopener noreferrer\" href=\"https:\/\/www.priv.gc.ca\/en\/privacy-topics\/technology\/artificial-intelligence\/gd_principles_ai\/\">[2]<\/a><\/sup>, <sup><a target=\"_blank\" rel=\"nofollow noopener noreferrer\" href=\"https:\/\/better-robots.com\/blog\/ai-opt-out-legal-landscape\">[3]<\/a><\/sup>, <sup><a target=\"_blank\" rel=\"nofollow noopener noreferrer\" href=\"https:\/\/www.brookings.edu\/articles\/the-case-for-consent-in-the-ai-data-gold-rush\/\">[4]<\/a><\/sup><\/li>\n<li>Paragraph 3: <sup><a target=\"_blank\" rel=\"nofollow noopener noreferrer\" href=\"https:\/\/www.michaelgeist.ca\/2026\/04\/ai-without-canada-why-the-heritage-committees-ai-report-could-lead-to-less-canadian-content-in-the-training-data\/?utm_source=rss&amp;utm_medium=rss&amp;utm_campaign=ai-without-canada-why-the-heritage-committees-ai-report-could-lead-to-less-canadian-content-in-the-training-data\">[1]<\/a><\/sup>, <sup><a target=\"_blank\" rel=\"nofollow noopener noreferrer\" href=\"https:\/\/www.priv.gc.ca\/en\/opc-news\/news-and-announcements\/2024\/nr-c_241210b\/?wbdisable=true\">[6]<\/a><\/sup><\/li>\n<li>Paragraph 4: <sup><a target=\"_blank\" rel=\"nofollow noopener noreferrer\" href=\"https:\/\/www.michaelgeist.ca\/2026\/04\/ai-without-canada-why-the-heritage-committees-ai-report-could-lead-to-less-canadian-content-in-the-training-data\/?utm_source=rss&amp;utm_medium=rss&amp;utm_campaign=ai-without-canada-why-the-heritage-committees-ai-report-could-lead-to-less-canadian-content-in-the-training-data\">[1]<\/a><\/sup>, <sup><a target=\"_blank\" rel=\"nofollow noopener noreferrer\" href=\"https:\/\/ised-isde.canada.ca\/site\/secteur-politique-strategique\/fr\/politique-dencadrement-marche\/politique-droit-dauteur\/consultation-droit-dauteur-lere-lintelligence-artificielle-generative-commentaires-c-d\">[7]<\/a><\/sup>, <sup><a target=\"_blank\" rel=\"nofollow noopener noreferrer\" href=\"https:\/\/better-robots.com\/blog\/ai-opt-out-legal-landscape\">[3]<\/a><\/sup>, <sup><a target=\"_blank\" rel=\"nofollow noopener noreferrer\" href=\"https:\/\/www.brookings.edu\/articles\/the-case-for-consent-in-the-ai-data-gold-rush\/\">[4]<\/a><\/sup>, <sup><a target=\"_blank\" rel=\"nofollow noopener noreferrer\" href=\"https:\/\/www.ietf.org\/ietf-ftp\/slides\/slides-aicontrolws-considerations-for-opt-out-compliance-policies-by-ai-model-developers-00.pdf\">[5]<\/a><\/sup><\/li>\n<li>Paragraph 5: <sup><a target=\"_blank\" rel=\"nofollow noopener noreferrer\" href=\"https:\/\/www.michaelgeist.ca\/2026\/04\/ai-without-canada-why-the-heritage-committees-ai-report-could-lead-to-less-canadian-content-in-the-training-data\/?utm_source=rss&amp;utm_medium=rss&amp;utm_campaign=ai-without-canada-why-the-heritage-committees-ai-report-could-lead-to-less-canadian-content-in-the-training-data\">[1]<\/a><\/sup>, <sup><a target=\"_blank\" rel=\"nofollow noopener noreferrer\" href=\"https:\/\/ised-isde.canada.ca\/site\/secteur-politique-strategique\/fr\/politique-dencadrement-marche\/politique-droit-dauteur\/consultation-droit-dauteur-lere-lintelligence-artificielle-generative-commentaires-c-d\">[7]<\/a><\/sup>, <sup><a target=\"_blank\" rel=\"nofollow noopener noreferrer\" href=\"https:\/\/better-robots.com\/blog\/ai-opt-out-legal-landscape\">[3]<\/a><\/sup><\/li>\n<\/ul>\n<p>Source: <a target=\"_blank\" rel=\"nofollow noopener noreferrer\" href=\"https:\/\/www.noahwire.com\">Noah Wire Services<\/a><\/p>\n<\/p><\/div>\n<div>\n<h3 class=\"mt-0\">Noah Fact Check Pro<\/h3>\n<p class=\"text-sm sans\">The draft above was created using the information available at the time the story first<br \/>\n        emerged. We\u2019ve since applied our fact-checking process to the final narrative, based on the criteria listed<br \/>\n        below. The results are intended to help you assess the credibility of the piece and highlight any areas that may<br \/>\n        warrant further investigation.<\/p>\n<h3 class=\"mt-3 mb-1 font-semibold text-base\">Freshness check<\/h3>\n<p class=\"text-sm pt-0 sans\"><span class=\"font-bold\">Score:<br \/>\n        <\/span>8<\/p>\n<p class=\"text-sm pt-0 sans\"><span class=\"font-bold\">Notes:<br \/>\n        <\/span>The article was published on April 23, 2026, making it current. However, the content heavily references Michael Geist&#8217;s previous writings and appearances, some of which date back to October 2025. This reliance on earlier material raises concerns about the originality and freshness of the content. Additionally, the article&#8217;s URL suggests it is a republished piece from Michael Geist&#8217;s website, indicating potential recycling of content. \u26a0\ufe0f<\/p>\n<h3 class=\"mt-3 mb-1 font-semibold text-base\">Quotes check<\/h3>\n<p class=\"text-sm pt-0 sans\"><span class=\"font-bold\">Score:<br \/>\n        <\/span>6<\/p>\n<p class=\"text-sm pt-0 sans\"><span class=\"font-bold\">Notes:<br \/>\n        <\/span>The article includes direct quotes from Michael Geist&#8217;s previous appearances and writings. While these quotes are attributed to their original sources, the lack of new, independently verifiable quotes in this article raises concerns about its originality. The absence of fresh, independently sourced quotes suggests a reliance on existing material, which may not fully meet the standards for original reporting. \u26a0\ufe0f<\/p>\n<h3 class=\"mt-3 mb-1 font-semibold text-base\">Source reliability<\/h3>\n<p class=\"text-sm pt-0 sans\"><span class=\"font-bold\">Score:<br \/>\n        <\/span>7<\/p>\n<p class=\"text-sm pt-0 sans\"><span class=\"font-bold\">Notes:<br \/>\n        <\/span>The article is hosted on Michael Geist&#8217;s personal website, which is a reputable source for his analyses and opinions. However, the content appears to be a republished piece, potentially summarising or aggregating his previous work. This raises questions about the independence of the source and whether the content is original or derivative. \u26a0\ufe0f<\/p>\n<h3 class=\"mt-3 mb-1 font-semibold text-base\">Plausibility check<\/h3>\n<p class=\"text-sm pt-0 sans\"><span class=\"font-bold\">Score:<br \/>\n        <\/span>7<\/p>\n<p class=\"text-sm pt-0 sans\"><span class=\"font-bold\">Notes:<br \/>\n    <\/span>The article discusses the potential impact of the House of Commons Heritage Committee&#8217;s AI report on Canadian content in AI training data. While the concerns raised are plausible and align with ongoing debates in the field, the heavy reliance on Michael Geist&#8217;s previous analyses without new, independently sourced information makes it difficult to fully assess the accuracy and comprehensiveness of the claims. \u26a0\ufe0f<\/p>\n<h3 class=\"mt-3 mb-1 font-semibold text-base\">Overall assessment<\/h3>\n<p class=\"text-sm pt-0 sans\"><span class=\"font-bold\">Verdict<\/span> (FAIL, OPEN, PASS): <span class=\"font-bold\">FAIL<\/span><\/p>\n<p class=\"text-sm pt-0 sans\"><span class=\"font-bold\">Confidence<\/span> (LOW, MEDIUM, HIGH): <span class=\"font-bold\">MEDIUM<\/span><\/p>\n<p class=\"text-sm mb-3 pt-0 sans\"><span class=\"font-bold\">Summary:<br \/>\n        <\/span>The article raises valid concerns about the potential impact of the House of Commons Heritage Committee&#8217;s AI report on Canadian content in AI training data. However, the heavy reliance on Michael Geist&#8217;s previous writings and appearances, some of which date back to October 2025, and the lack of new, independently sourced information, suggest that the content may be recycled or derivative. The absence of fresh, independently verifiable quotes and the potential summarisation of paywalled material further undermine the article&#8217;s originality and independence. Given these issues, the article does not meet the standards for original reporting and is therefore assessed as a FAIL. \u26a0\ufe0f<\/p>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>Michael Geist criticises Canada&#8217;s proposed AI training regulations, arguing they could reduce the visibility of Canadian works in global AI systems and affect cultural diversity. Michael Geist has warned that a House of Commons heritage committee recommendation on artificial intelligence could leave Canadian culture less visible, not more, in the systems increasingly used to search,<\/p>\n","protected":false},"author":1,"featured_media":22706,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[40],"tags":[],"class_list":{"0":"post-22705","1":"post","2":"type-post","3":"status-publish","4":"format-standard","5":"has-post-thumbnail","7":"category-london-news"},"amp_enabled":true,"_links":{"self":[{"href":"https:\/\/sawahsolutions.com\/alpha\/wp-json\/wp\/v2\/posts\/22705","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/sawahsolutions.com\/alpha\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/sawahsolutions.com\/alpha\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/sawahsolutions.com\/alpha\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/sawahsolutions.com\/alpha\/wp-json\/wp\/v2\/comments?post=22705"}],"version-history":[{"count":1,"href":"https:\/\/sawahsolutions.com\/alpha\/wp-json\/wp\/v2\/posts\/22705\/revisions"}],"predecessor-version":[{"id":22707,"href":"https:\/\/sawahsolutions.com\/alpha\/wp-json\/wp\/v2\/posts\/22705\/revisions\/22707"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/sawahsolutions.com\/alpha\/wp-json\/wp\/v2\/media\/22706"}],"wp:attachment":[{"href":"https:\/\/sawahsolutions.com\/alpha\/wp-json\/wp\/v2\/media?parent=22705"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/sawahsolutions.com\/alpha\/wp-json\/wp\/v2\/categories?post=22705"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/sawahsolutions.com\/alpha\/wp-json\/wp\/v2\/tags?post=22705"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}