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the world needs more canada by Ian Muttoo https://flic.kr/p/SwnSJh CC BY-NC-SA 2.0

AI Without Canada: Why the Heritage Committee’s AI Report Could Lead to Less Canadian Content in the Training Data

When I appeared before the Standing Committee on Canadian Heritage last fall for its study on AI and the creative industries, I emphasized that the large language models and generative AI systems that are reshaping how people access information, culture, and entertainment are only as representative as the data on which they are trained. If Canadian works, perspectives, and cultural content are absent from those models, Canada risks disappearing in the AI-mediated world. The committee’s report, released this month, acknowledges this concern, but its lead recommendation risks making the situation worse.

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April 24, 2026 4 comments News
The algorithm is gonna get you by Duncan C https://flic.kr/p/2kzyYQ7 (CC BY-NC 2.0)

Is Data De-Identification Dead?: Why the AI Privacy Risk Isn’t What It Learns, But What It Figures Out

In 1997, an MIT graduate student named Latanya Sweeney stunned the privacy world by matching publicly available voter rolls with hospital records stripped of names and addresses to identify the supposedly anonymous medical history of the then-governor of Massachusetts. Three years later, she expanded on that finding by demonstrating that 87 per cent of the U.S. population could be uniquely identified using just three data points: ZIP code, date of birth and gender.

My Globe and Mail op-ed notes that Ms. Sweeney’s work shaped privacy frameworks worldwide, which responded with de-identification standards designed to manage the risk by removing obvious identifiers, applying statistical tests and treating the resulting data as safe to use. Indeed, a core tenet of modern privacy regulation rests on the premise that de-identified data can be used, disclosed and commercialized without compromising individual privacy.

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April 21, 2026 3 comments Columns
Claude AI by Anthropic by Anthropic (Ryan Donegan) CC BY 2.0 https://flic.kr/p/2rawkpK

The Law Bytes Podcast, Episode 265: Jason Millar on Claude Mythos, Project Glasswing, and the Governance Crisis in Frontier AI

In a year in which AI has truly dominated much of the news cycle, the story of Anthropic’s Mythos may be the biggest story of them all. A version of the popular Claude AI service is reportedly so powerful that the company can’t release it to the public yet. As governments race to meet with company officials, there are serious cybersecurity risks, prompting many leading software companies to join a new working group to get ahead of the issue before the AI model is publicly released.

Jason Millar is a colleague at the University of Ottawa, where he holds the Canada Research Chair in the Ethical Engineering of Robotics and Artificial Intelligence. He joins the Law Bytes podcast to talk about Anthropic’s Mythos, the AI governance challenges, the importance of distinguishing between AI security and AI safety, and what governments should be doing to address this latest AI challenge.

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April 20, 2026 Comments are Disabled Podcasts
Protect Charter Rights by Moon Angel https://flic.kr/p/8hRLeA (CC BY-SA 2.0)

A Standard That Doesn’t Exist: Parliamentary Secretary for Justice Offers Misleading Defence of Bill C-22’s Lower Threshold for Subscriber Information

The lawful access debate continued for a third day on Friday with Bloc MP Claude DeBellefeuille asking Patricia Lattanzio, the Parliamentary Secretary to the Minister of Justice, a critical question: why has the government chosen “the lowest possible threshold for obtaining information, that of reasonable grounds to suspect, rather than the more stringent threshold of reasonable grounds to believe.” She added that she did not understand the choice and would like a clear answer (I focused on this issue in a previous post). In keeping with the government’s discouraging defence of lawful access thus far (my posts on day one and day two of debate) Lattanzio’s response went for deception rather than clarity. After noting that reasonable grounds to suspect already appears in parts of the Criminal Code, she offered the government’s substantive defence of the lower threshold in a single sentence: “We also think that ‘reasonable grounds to suspect’ is higher than the threshold of mere suspicion.” The problem is that mere suspicion isn’t a threshold for search at all, but rather the standard the courts point to when a search is unconstitutional.

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April 18, 2026 1 comment News