The Tyranny of Optimization

When Business Doubts AI, Ottawa Listens. When You Do, You Get a Course: How "AI for All" Splits Business and Citizens

Send us Fan Mail [https://www.buzzsprout.com/2572041/fan_mail/new]  Canada's new national AI strategy, "AI for All," contains a contradiction hiding in plain sight. When Canadian businesses hold back from adopting AI, the strategy is gracious: it reports that 78 per cent of non-adopting firms simply do not see the value yet, calls this "not resistance" but "a translation problem," and answers with a $500-million growth fund, tax breaks, equity stakes, and a pledge to buy Canadian. When ordinary Canadians hold back, the same document files it under low literacy and low trust, a deficit to be corrected with a national literacy program and a certification mark. Same hesitation, two verdicts: prudence in the boardroom, ignorance in the living room. In this Season 2 premiere, host Paul Karwatsky reads the strategy against philosopher Onora O'Neill's 2002 Reith Lectures, "A Question of Trust," and asks why Ottawa respects what business thinks while trying to fix what citizens think. For a plan named for all Canadians, the unsettling question is whose judgment that "all" is built to respect.

The Tyranny of Optimization

Send us Fan Mail [https://www.buzzsprout.com/2572041/fan_mail/new] Description: If the predictive cage isn't a design flaw but a business model, what kind of economic system would produce AI that serves human flourishing instead of extraction? Nobel laureates Daron Acemoglu and Elinor Ostrom, Harvard philosopher Michael Sandel, and surveillance capitalism theorist Shoshana Zuboff each offer a piece of the answer. The episode explores why market logic is structurally incompatible with healthy AI coexistence, what the commons framework offers as an alternative, and why the right question might not be "if not capitalism, then what?" but "what is the economy for?"

The Predictive Cage and Human Freedom

Send us Fan Mail [https://www.buzzsprout.com/2572041/fan_mail/new] Description: What happens to your identity when an AI system decides what you want before you do? A new piece on AGI Ethics News argues that agentic AI will create "predictive cages," feedback loops that lock people into their historical data and eliminate the capacity for surprise and self-reinvention. Oxford's Carina Prunkl challenges the concept of an "optimal" choice. Vienna's Mark Coeckelbergh rejects technical fixes like entropy buttons, arguing human freedom cannot be engineered. And Montreal's Yoshua Bengio may have built the architecture that refuses to cage you at all.

After Tumbler Ridge, a Different Model

Send us Fan Mail [https://www.buzzsprout.com/2572041/fan_mail/new] Description The family of a 12-year-old shot three times at Tumbler Ridge Secondary is suing OpenAI. The lawsuit alleges approximately 12 employees flagged the shooter's ChatGPT interactions as an imminent risk and recommended calling police. Leadership rebuffed them. The same day the lawsuit landed, security researcher Bruce Schneier argued in the Globe and Mail that Canada should stop funneling its $2 billion AI strategy to American tech companies and build public AI instead. His model: Switzerland's Apertus. Released last September by ETH Zurich and partners, Apertus is fully open, trained on 15 trillion tokens across 1,000 languages, powered by renewable hydropower, and compliant with the EU AI Act. It cost a fraction of what corporate labs spend. Canada has Vector Institute, Mila, and CIFAR. The question is what gets built with them. Sources * CBC News. "Family of Tumbler Ridge shooting victim suing OpenAI." March 9, 2026. * CP24/Canadian Press. "Mother of wounded Maya Gebala sues OpenAI over mass shooting in Tumbler Ridge, B.C." March 10, 2026. * The Globe and Mail. "OpenAI has shown it cannot be trusted. Canada needs nationalized, public AI." Bruce Schneier and Nathan Sanders. March 11, 2026. * Schneier on Security. "Canada Needs Nationalized, Public AI." March 11, 2026. * ETH Zurich. "Apertus: a fully open, transparent, multilingual language model." September 2, 2025. * Swiss AI Initiative. "Apertus." swiss-ai.org.

Training Your Replacement

Send us Fan Mail [https://www.buzzsprout.com/2572041/fan_mail/new] Description A Rogers contractor spent months training the AI tool his company introduced. Then he was laid off with a thousand others. In Montreal, a think tank used AI to write a policy paper. It passed peer review, beating human submissions. And in Ottawa, AI Minister Evan Solomon secured new commitments from OpenAI on Canadian oversight following the Tumbler Ridge shooting. Three stories from the past 24 hours, each sitting at a different point on the same curve. Sources * Canadian Affairs. "Canada's response to AI labour disruption inadequate, sources say." March 8, 2026. * ABC Money. "A Canadian Think Tank's AI Paper Just Beat Humans In Peer Review—And Now It's Being Debated Globally." March 9, 2026. * CBC News. "OpenAI CEO expressed 'horror and responsibility' over ChatGPT's ties to Tumbler Ridge, AI minister says." March 4, 2026. * The Globe and Mail. "AI Minister tells OpenAI Canadian experts must assess flagged ChatGPT conversations." March 4, 2026. * World Economic Forum. "Future of Jobs Report 2025." Chapter Markers 00:00 Training Your Replacement 02:45 Passing Peer Review 05:00 Ottawa and OpenAI 06:30 What's Taking Shape