Kindleberger's distributional thesis — that proximity to reality, not intelligence, distinguishes those who capture gains from those who bear losses in every financial mania.
In every financial mania, the distribution of gains and losses follows a pattern as reliable as the mania itself: insiders gain, outsiders lose. Kindleberger documented this asymmetry across centuries without sentimentality, noting that the pattern is not a conspiracy but a structural consequence of information asymmetry — the difference between knowing something from direct experience and knowing it from secondhand report. Insiders are not necessarily smarter. They are closer to the underlying reality. In a financial system that rewards proximity to reality and punishes distance from it, proximity is the most valuable asset one can possess.
Insiders and Outsiders
In The You On AI Field Guide
The definition requires precision in the AI context. Insiders are the people with direct experience of AI tools — who have built with them, observed their capabilities and limitations firsthand, and developed intuitive understanding of what the technology can and cannot do in specific contexts. Edo Segal is an insider in the fullest sense: present in Trivandrum when the twenty-fold multiplier materialized, able to assess