The Economics of Training Data and Why User Conversations Are Valuable
User conversations beat licensed publisher data because they're fresh, authentic, and self-labeled.
Tomasz Wierzbicki
Staff Writer, Privacy Architecture
Tomasz Wierzbicki
Tomasz Wierzbicki is a former systems engineer who transitioned to technology journalism after a decade building data infrastructure at European fintech firms, giving him an unusually technical lens on how privacy guarantees are designed—or quietly abandoned—at the architectural level. He holds a graduate degree in computer science from Wrocław University of Technology.
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Advertising Business Models That Depend on AI Conversation Data
AI conversation data reveals purchase reasoning that search and social never could capture.
Tomasz Wierzbicki
What AI Systems Infer About Users Beyond Stated Data
AI systems quietly infer sensitive personal details from everyday conversation patterns.
Tomasz Wierzbicki