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

AI adoption is forcing software companies to rethink their foundational architecture, according to Forbes Councils Member Andrew Avanessian. Many organizations still operate on outdated assumptions from a pre-AI era, creating a critical need to rebuild software systems for AI-native workflows.

read1 min views36 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 Rogue AI Agents Just Filed A Murder Tip Import AI 476: Creativity and RSI; worse-than-China open weight models; AI goes to space Deploying RDMA for Large-Scale Inference and Training Workloads
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