
Show Notes
AI hype has bled deep into the nuclear sector, and in this episode, Chris Keefer sits down with returning guest David Helmer, an engineer and AI advisory consultant with a decade advising the US government on machine learning and autonomous systems, to examine what the technology can actually do, who benefits from inflating those claims, and what a correction would mean for nuclear's investment story. The conversation covers the ELIZA effect and why human brains are hardwired to anthropomorphize language models; the structural gap between frontier lab costs and revenues; why hallucination and reliability problems are embedded in LLM architecture rather than solvable through scaling; and why the AGI narrative functions primarily as a justification for otherwise unjustifiable capital concentration. For nuclear advocates, the question is not whether AI demand is real today, but whether the speculative reactor developers pricing in hyperscaler contracts will still have a business if the AI bubble deflates. Listen to Decouple on: • Spotify: https://open.spotify.com/show/6PNr3ml8nEQotWWavE9kQz • Apple Podcasts: https://podcasts.apple.com/us/podcast/decouple/id1516526694?uo=4 • Overcast: https://overcast.fm/itunes1516526694/decouple • Pocket Casts: https://pca.st/ehbfrn44 • RSS: https://anchor.fm/s/23775178/podcast/rss Website: https://www.decouple.media
More from Decouple
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Canada is once again attempting to build nuclear megaprojects after a long pause, making the experience of people who have actually delivered recent large industrial projects increasingly valuable. Ian McGregor is a veteran Alberta engineer, entrepreneur and industrial project developer who helped conceive and build the $12 billion Northwest Sturgeon Refinery and the Alberta Carbon Trunk Line.In this episode we use that project to explore the realities of megaproject delivery: incomplete engineering, supply-chain delays, labour bottlenecks, cost escalation and the challenge of coordinating thousands of critical components across a vast industrial site. We also dive into the refinery’s near-disastrous gasifier burner failure, where a mission-critical component designed to last thousands of hours failed after just 40, forcing McGregor and a small team of engineers and tradespeople to redesign it themselves. From there the conversation broadens into the economics of nation-building infrastructure, why governments often have to play a role in projects with century-long paybacks, and what Canada’s nuclear revival can learn from one of the country’s most ambitious recent industrial megaprojects.Listen to Decouple on:• Spotify: https://open.spotify.com/show/6PNr3ml8nEQotWWavE9kQz• Apple Podcasts: https://podcasts.apple.com/us/podcast/decouple/id1516526694?uo=4• Overcast: https://overcast.fm/itunes1516526694/decouple• Pocket Casts: https://pca.st/ehbfrn44• RSS: https://anchor.fm/s/23775178/podcast/rssWebsite: https://www.decouple.media
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