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Generative AI: Cross the Stream Where it is Shallowest

ID: 9286ee81-bf5b-5f82-b1ae-513f2a46a0da

STIX ID: report--9286ee81-bf5b-5f82-b1ae-513f2a46a0da

Feed Name: McAfee Labs Blog

Date Published: 2024-02-07

Date Updated: 2026-04-28

Author: German Lancioni

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The document advocates for disciplined, cost-aware adoption of Generative AI, urging organizations to avoid complexity bias, apply AI only where it delivers clear ROI, run it selectively rather than constantly, and ethically downsize models to reduce cost, risk, and environmental impact. It frames a pragmatic approach—prioritizing simpler non-AI solutions when sufficient, deploying GenAI only where it’s the optimal tool, and optimizing models—to achieve sustainable, responsible value.

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