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Inside The AI Center Of Excellence: How Energy Leaders Structure Innovation

Energy companies are building AI Centers of Excellence to move enterprise AI experiments out of pilot purgatory, according to a Forbes Councils column by Abhay Gupta. The column states that no industry-standard playbook exists for structuring enterprise AI innovation, leaving even successful experiments stalled.

by read1 min views1 publishedSep 10, 2026
Inside The AI Center Of Excellence: How Energy Leaders Structure Innovation
Image: Machinebrief (auto-discovered)

By Abhay Gupta, Forbes Councils MemberSource:

Forbes Innovation Without an industry-standard playbook for enterprise AI, even the most successful experiments get trapped in pilot purgatory.

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source & further reading
machinebrief.com — original article AutoLexSteer: Automatic Contrast Construction for Lexical Activation Steering Beyond Top-$k$ Skill Retrieval: Diversity-Aware Skill Routing for LLM Agents Typed Federated Artifacts for the Agentic Web:Sharing Tool-Routing Knowledge Across Frozen,Heterogeneous LLM Agents
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