EPISODE · Jun 25, 2026 · 45 MIN
Is AI the end of large engineering teams?
from Deep Learning with PolyAI · host Team PolyAI
Send us Fan MailEngineering teams are shrinking. But is that a crisis or an upgrade?In this episode of Deep Learning with PolyAI, Nikola Mrkšić sits down with Helen Greul, PolyAI's new SVP of Engineering, to explore what AI is doing to the shape of technical teams, the nature of engineering leadership, and who actually thrives when the rules change.They discuss why a new generation of non-traditional builders is outpacing seasoned development teams, how smaller nimble units with shared context are replacing large headcounts, and why complexity doesn't disappear when AI arrives: it just moves somewhere else.Follow PolyAI on LinkedInWatch this and other episodes of the Deep Learning pod on YouTube
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Send us Fan Mail Engineering teams are shrinking. But is that a crisis or an upgrade? In this episode of Deep Learning with PolyAI, Nikola Mrkšić sits down with Helen Greul, PolyAI's new SVP of Engineering, to explore what AI is doing to the shape of technical teams, the nature of engineering leadership, and who actually thrives when the rules change. They discuss why a new generation of non-traditional builders is outpacing seasoned development teams, how smaller nimble units with shared con...
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Is AI the end of large engineering teams?
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