Entrepreneur op-ed warns AI data systems are shifting from prediction to behavioral influence
A technology executive writing for Entrepreneur argues that the real stakes of corporate data collection go beyond privacy to personal autonomy. He recounts realizing, while reviewing algorithmic outputs with his team years ago, that their systems had moved from predicting customer behavior to actively increasing the likelihood of specific actions, which he says blurs the line between persuasion and manipulation.
GoKawiil's interpretation of the reporting above, not reported fact.
The author frames this as an ethical challenge for entrepreneurs building AI-driven products: the same prediction tools that improve engagement could, in his view, be used to covertly steer decisions people believe they are making freely. His call for transparent, secure AI systems with clear permissions suggests a broader industry conversation about trust and accountability may be needed as predictive AI becomes more precise.
- The op-ed argues data's main value lies in predicting and influencing behavior, not just monetization.
- The author says his own team's systems evolved from forecasting decisions to increasing the odds of specific actions.
- He calls on entrepreneurs to build transparent, accountable AI with clear permissions to preserve user autonomy.
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See YubiKey 5C NFC Security Key on Amazon → Affiliate link — we may earn a commission on purchases, at no extra cost to you. Product picked by AI based on this article; it is not a tested recommendation.Source: entrepreneur.com — Wes Chaar, 2026-10-26
Published there as: “The AI Arms Race Nobody Talks About — and the Question Every Entrepreneur Should Be Asking”
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