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Author

Shreya Singh

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Jul 2026

The Human-AI Substitution Principle: When will you be replaced by AI in your organization?

The HAT model identifies structural conditions under which middle-management roles exhibit elevated vulnerability to automation, and shows that the vulnerability of highly skilled workers depends on a skill threshold shaped by organizational depth, baseline costs, and risk differentials.

Bonny Banerjee, Shreya Singh · 0 citations

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