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[ARTICLE · art-68510] src=machinebrief.com ↗ pub= topic=artificial-intelligence verified=true sentiment=· neutral

AI Doesn't Work Like Software, Stop Treating It Like It Does

Forbes Councils Member Praful Saklani argues that artificial intelligence should not be treated like traditional software, warning that doing so creates an echo chamber of potentially wrong answers and wastes tokens.

read1 min views11 publishedJul 22, 2026
AI Doesn't Work Like Software, Stop Treating It Like It Does
Image: Machinebrief (auto-discovered)

By Praful Saklani, Forbes Councils MemberSource:

Forbes InnovationNot only does this create an echo chamber of potentially wrong answers, it’s a major waste of tokens.

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source & further reading
machinebrief.com — original article Google’s AI note-taking app transcribes your meetings completely offline CrowdStrike finds possible bank hacker's CV among exposed AI logs Consistent Distribution Matching for Data-Free Diffusion Distillation
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