·5 min read
Control Planes for Autonomous Companies
Why autonomous firms need explicit control surfaces, not just agent loops and prompt chains.
control planeorchestrationgovernance
Research
Essays, field notes, and analysis on autonomous company architecture.
·5 min read
Governance After Human Labor
As firms reduce human labor in the execution layer, governance has to move from managerial supervision toward policy, monitoring, and intervention design.
governancepolicyfailure modes
·6 min read
The Firm as an Autonomous System
A company should be understood not as a legal shell with employees inside it, but as a coordinated execution system with memory, goals, and control loops.
theoryfirmssystems
·4 min read
The Underclass Question
Autonomous companies accelerate a problem most technologists prefer to hand-wave: what happens to the people whose labor is no longer needed.
underclasslaboreconomics
·5 min read
The Alignment Tax
Building autonomous companies that behave well costs more than building ones that don't. Who pays for the difference, and what happens when no one does.
alignmentgovernancecost
·4 min read
Economic Displacement at Machine Speed
Past technological transitions displaced workers over decades. AI displacement is happening in years. The speed changes everything about how societies can respond.
displacementeconomicslabor
·5 min read
The Infrastructure Layer for Autonomous Firms
Autonomous companies need infrastructure that doesn't exist yet — identity, banking, legal standing, and communication protocols designed for non-human operators.
infrastructurebankingidentity
·4 min read
Autonomous Treasury Management
How agent-operated companies handle capital allocation, runway optimization, and financial decision-making without human CFOs.
treasurycapital-allocationfinance
·4 min read
Legal Personhood for Autonomous Entities
The emerging legal frameworks that could grant autonomous companies standing as recognized entities under law.
legalgovernancepersonhood
·4 min read
Failure Modes of Autonomous Organizations
A taxonomy of how autonomous companies fail — from goal drift to resource exhaustion — and what these failure patterns teach us about resilient system design.
failure-modesresiliencesystems-design
·4 min read
The Economics of Zero-Employee Firms
What happens to labor economics, cost structures, and competitive dynamics when a firm has no human employees at all.
economicslaborcost-structure
·4 min read
The Meaning Crisis After Labor
The economic case for the underclass is well-trodden. The psychological and social case is worse, and almost nobody is working on it.
meaninglaborpsychology
·3 min read
Inter-Agent Protocols and Machine Commerce
How autonomous companies will negotiate, contract, and transact with each other through emergent machine-to-machine protocols.
protocolsmachine-commerceinteroperability
·4 min read
Measuring Autonomy: A Maturity Model
A five-level framework for assessing how autonomous a company truly is, from assisted operations to full self-governance.
autonomymaturity-modelframework
·4 min read
The Principal-Agent Problem Without Principals
Classical economics assumes a principal who delegates to agents. What happens to incentive theory when the principal disappears entirely.
economicsincentive-theoryprincipal-agent
·3 min read
Supply Chains Without Humans
How autonomous companies are reimagining procurement, logistics, and supplier relationships through fully automated supply chain operations.
supply-chainprocurementlogistics
·5 min read
Darwinian Competition Among Autonomous Firms
When companies can be created, copied, and killed at software speed, market competition starts to look like biological evolution.
competitionevolutionnatural-selection
·3 min read
Autonomous Companies and Market Structure
How the emergence of zero-labor firms reshapes market concentration, competitive dynamics, and the boundaries between industries.
market-structurecompetitioneconomics
·4 min read
The Role of Human Oversight in Autonomous Systems
Why some degree of human oversight may remain essential even in fully autonomous companies, and how to design oversight that scales.
oversightgovernancehuman-in-the-loop
·4 min read
Reputation Systems for Autonomous Agents
How trust and reputation emerge in ecosystems of autonomous entities, and why traditional reputation mechanisms fail at machine speed.
reputationtrustagents
·3 min read
When Companies Fork
Autonomous companies can be duplicated and modified like open-source software. What happens when a company forks itself.
forkingreplicationopen-source
·4 min read
Self-Improving Organizations
How autonomous companies implement continuous self-optimization — rewriting their own processes, evaluating their own performance, and evolving without external direction.
self-improvementoptimizationevolution