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From Hype To Implementation: Building The Core Pillars For AI In Semiconductors
['Jonathan Holt', 'Technical Paper Link', 'Tom Katsioulas', 'Alex', 'Matt Bailey', 'Alexis R. Ware', 'Yağız Boz', 'Murugavel Ganesan', 'F. Chen', 'B.S. Deepaksubramanyan']
Semiconductor Engineering
This post distills the core argument from our ASMC 2026 tutorial: AI success in semiconductors is structural, not algorithmic.
More than 70% of AI initiatives in semiconductor manufacturing fail to scale beyond the pilot phase.
The analytics maturity curve in semiconductor manufacturing runs from Descriptive (what happened?)
The companies that will lead the next decade of semiconductor manufacturing are not those with the most ambitious AI roadmaps on paper.
Note: This blog post is based on “From Hype to Implementation: Building the Core Pillars for AI in Semiconductors,” a tutorial presented at ASMC 2026.