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Why Generic AI Fails Engineering: PTC’s 60% to 93% Answer episode artwork

Nov 10, 2026 50 min

Why Generic AI Fails Engineering: PTC’s 60% to 93% Answer

from AI Across The Product Lifecycle Podcast Hosted by Michael Finocchiaro

John Haller and Steve Dertien of PTC join Michael Finocchiaro to discuss why engineering AI needs domain context. Topics include requirements accuracy, change-impact analysis, legacy systems and the role of AI across the product lifecycle. This non-sponsored edition opens with Steve’s explanation of the gap between generic answers and engineering-specific context. Watch the full conversation: https://youtu.be/BeuFyzW0c2M

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Why Generic AI Fails Engineering: PTC’s 60% to 93% Answer

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