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Site title: AI Accelerator Institute | Future of artificial intelligence

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What the data shows
AI agents are scaling faster than your ability to control them.

Agent deployment doubled in 2025: As enterprises moved from pilots to production across core workflows.Costs jumping 10× across stacks: Real-world usage exposes behaviors and feedback loops not seen in testing.Tens of thousands l...

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I've spent twenty years moving between corporate work and startups, and what keeps drawing me back is a timeless question: how do we use knowledge, and how do we build tools that help us think better? 

That's what I want to explore here –


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A recent PwC study dropped a stat worth jotting down on a Post-it: 74% of AI's economic value is currently captured by just 20% of organizations.

The remaining 80% are generating activity (dashboards, proofs-of-concept, enthusiastic all-hands updates) while producing disproportionately modest returns. 

If your organization has been in "pilot mode" for 18 months...

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