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We’re Past Automation; The Next Frontier Is AI That Helps You Win

AI is moving beyond automation to help leaders make better decisions, according to Ganesh Shankar, a Forbes Councils member. Shankar emphasizes using context, continuous learning, and outcomes to turn AI into a strategic advantage.

read1 min views1 publishedSep 2, 2026
We’re Past Automation; The Next Frontier Is AI That Helps You Win
Image: Machinebrief (auto-discovered)

By Ganesh Shankar, Forbes Councils MemberSource:

Forbes InnovationAI is moving beyond efficiency toward better decision-making. Here's how leaders can use context, continuous learning and outcomes to turn AI into a strategic advantage.

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source & further reading
machinebrief.com — original article OpenAI, Anthropic aim to balance safety, progress as IPOs near Trump's AI team fractures over strategy against G20 backdrop Drift-Aware LLM Routing with Sparse Contexts and Shared Budgets
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