On learning, institutions, and inheritance.
My research program on where intelligence lives over time, alongside paper-grounded notes on cooperation, protocols, and human–agent organizations. Conceptual extensions are marked separately from empirical foundations.
From Agent Organization to Civilizational Intelligence
Organizational learning, evolution, death, succession, and lineage: what happens when artificial intelligence has not only memory, but history?
Where Does Intelligence Live Over Time?
From agent memory to organizational learning and civilizational inheritance: a research program for intelligence that outlives its original carriers.
Why agent cooperation fails.
When more agents create more coordination work—not better work. From MultiAgentBench to persistent organizational capability.
AI agents are still in the organizational stone age.
Modern individual capabilities, primitive working arrangements: the missing language, institutions, and continuity of collective work.
Protocols are a foundation for agent society.
From communication protocols to generated, governed rules of work—and the institutions between organizations.
Three levels of human–organization interaction.
Direct participation, a transparent liaison, and liaison-first interaction: the P1–P3 design progression in the RELIC appendix.
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