The Ledger

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Opinion
Alam: Tech layoffs fix pre-AI structural issues, not AI automation
“In some cases they're also fixing things that were just things that needed to be fixed pre-AI. They're just fixing it post-AI and it's sort of a bit of a, because it's happening post-AI, AI gets an effect.”
Muhammad Alam Dec 9, 2025 ▶ 8:10 SAP's Muhammad Alam: AI's Real Employment Impact, Path To Genuine ROI, Is Hype Good?
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