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[ARTICLE · art-57250] src=machinebrief.com ↗ pub= topic=artificial-intelligence verified=true sentiment=· neutral

Why AI Is Forcing Software Companies To Rethink How They're Built

AI adoption is forcing software companies to rethink their traditional development and operational models, as many organizations still operate on outdated assumptions from a pre-AI era. The shift requires new approaches to architecture, data management, and deployment to fully leverage AI capabilities.

read1 min views1 publishedJul 13, 2026
Why AI Is Forcing Software Companies To Rethink How They're Built
Image: Machinebrief (auto-discovered)

By Andrew Avanessian, Forbes Councils MemberSource:

Forbes InnovationAs AI adoption accelerates, many organizations continue operating on assumptions from a previous era.

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source & further reading
machinebrief.com — original article German AI consortium releases Soofi S, an open 30B model that tops benchmarks in both English and German 6G: The AI Framework Set to Revolutionize Network Function Management Metasurface Design with a Self-Evolving Framework
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