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​The Hidden Cost Of AI Coding: Why Context Matters More Than Tokens

Kumar Chivukula, a Forbes Councils member, argues that the surge in AI-generated code is creating a disconnect between activity and outcomes, as more code does not necessarily translate into more value. He emphasizes that context—understanding the broader system, business logic, and user needs—matters more than the volume of tokens produced by AI coding tools.

read1 min views1 publishedJul 27, 2026
​The Hidden Cost Of AI Coding: Why Context Matters More Than Tokens
Image: Machinebrief (auto-discovered)

By Kumar Chivukula, Forbes Councils MemberSource:

Forbes InnovationAI has created a growing disconnect between activity and outcomes. More code is generated, but not necessarily more value.

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source & further reading
machinebrief.com — original article Tech sector pours $1T into AI and sends customers the bill Demystifying AI To Help Leaders Focus On What Matters Most How NetApp Is Simplifying Its Way To An AI-Powered Enterprise
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