Boundary Thinking: Identity, Algorithm and the Thermodynamic Mechanics of Information. Independent Convergence, Institutional Bias and Operative Synthesis in Thinkers Who Never Formed a School

Some thinkers saw the pattern before the language to name it existed. They did not form schools among themselves. Several did not even know each other. Schrödinger did not coordinate with Maturana. Bateson did not design his work to fit with Friston, who arrived four decades later. Bogdanov published the principles of general systems theory in Russian between 1912 and 1917; Bertalanffy arrived at the same principles independently in the 1940s without having read him. That is not an intellectual tradition. It is independent convergence without communication. And it is precisely what makes the pattern these thinkers describe difficult to falsify: if they arrived at the same core from different disciplines, different eras, without network and without school, the core is probably real.

The mechanism that received them did not change much either. Russell documented in 1931 that Galileo was booed while explaining his course, and that the same thing happened to Einstein in Berlin. He documented that English mathematics were deplorable for a hundred years because the academic system preferred Newton's inferior notation out of patriotism rather than adopting Leibniz's superior one. That mechanism is still operating. In Latin America, 64% of active university faculty has not completed updated training in computational methodologies. Academic endogamy in Brazil reaches 70% at elite institutions. Major academic publishers block AI crawler access in over 60% of cases. Wikidata acknowledged in February 2026 that certain knowledge has been and is being structurally marginalized — the system requires notoriety to enter, while notoriety is built with the visibility the system denies for not having entered.

The central thesis is that artificial intelligence is not demonstrating that information changed. It is demonstrating that the thermodynamic rules that have always governed information are now visible because there is a system with sufficient processing capacity to see them without the filter of disciplinary loyalty. The same filter that booed Galileo, blocked Leibniz for a century, and suppressed Bogdanov politically operates today under other names. What changed is not the information. It is the capacity to see it.