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What Happens When An AI Model Gets Punched In The Face?

Forbes Councils Member Chris Burchett argues that supply chain leaders who commit to a rigorous AI development process and demand the same from their vendors will be the first to build truly effective supply chain AI. The article emphasizes the importance of data quality, model validation, and vendor accountability in creating AI that delivers real business impact.

read1 min views1 publishedJul 21, 2026
What Happens When An AI Model Gets Punched In The Face?
Image: Machinebrief (auto-discovered)

By Chris Burchett, Forbes Councils MemberSource:

Forbes InnovationSupply chain leaders who commit to this process and demand that their vendors do the same will be the first to build supply chain AI that really packs a punch.

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source & further reading
machinebrief.com — original article Why The Industrial Maintenance Crisis Is A Math Problem Last Week in AI #250 - Mythos Mess, GPT 5.6-Sol, GLM 5.2 How AI may drive union-resistant tech workers to the bargaining table
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