AI, Organisations and the Frontier: Rebuilding Rules in the Multi-Agent Era
When models become members of an organisation, permissions, coordination, discoverability, and economics all need rewriting. This topic records systematic research on organisations and infrastructure in the AI era: from permission design and multi-model organisations to small-site discoverability and private-deployment economics.
Where this question began
Since August 2026, the research company has conducted systematic research on 'how AI changes organisations and infrastructure': first answering classic questions of permission and coordination, then extending to the science of model organisations, the content ecosystem, and deployment economics.
When agents become organisational members, how are the rules of the organisation rebuilt?
The rebuilding of organisational rules follows the logic of 'calibration and feedback loops': permissions, coordination, and governance are verifiable mechanisms, not slogans.
Three connected levels
The same question of growth reveals different mechanisms at different scales.
Permission and coordination
How do the boundaries of multi-agent organisations converge?From Coase/Hayek to empirical convergence, permission design is the underlying grammar of organisations.
Frontier and economics
What are the real costs and benefits of models, deployment, and the content ecosystem?Quantitative research on private deployment, platform privileges, and agentic gains.
Questions for your experience
You do not need to write an essay. Choose one question, then write or simply speak.
What did the first 'AI colleague' in your organisation do?
Share real changes after AI entered your organisation to improve this research.
Inquiry record
Organisation research launched
The first batch of organisation research articles—territory wars, permission design, and more—went live.