The Data Exchange with Ben Lorica What No One Tells You About Staying Employable in the AI Era
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Mar 7, 2026 Evangelos Simoudis, corporate innovation advisor and founder of corporateinnovation.co, brings experience advising incumbents and startups on applying AI to business processes. They discuss AI-driven layoffs and who is vulnerable. They highlight experimenting with AI tools, systems thinking and end-to-end process expertise. They stress verification, scenario expansion, and showing measurable purpose to stay valuable in a volatile labor market.
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Work With AI As A Collaborator
- Learn to work with AI as a collaborator by directing, validating, and experimenting with models instead of resisting them.
- Shift from routine execution toward problem definition and become an authority on complex edge cases AI cannot handle yet.
Three Company Types Determine AI Roles
- Companies cluster into digital natives, incumbent innovators, and traditional laggards with very different AI adoption patterns.
- Incumbent innovators (Walmart, JPMorgan, Intuit) deliberately introduce AI; laggards are deluged by pilots run by employees.
Get Good At Experimentation And Verification
- Practice rapid experimentation and orchestration of multiple agent workflows to prototype ideas quickly.
- Learn verification: spot hallucinations, know when not to delegate, and invest in deep, tacit domain expertise.