Applications
Software has been solved.
Generate. Run. Test. Revise. Cheap verification makes specialized software viable for smaller niches.
01 Entropy
Fewer people one person
Not because people lack value. Work has always been a proxy for value creation. AI changes that mechanism.
Zero people is the direction. Value creation is the objective.
02 Atoms
AI already performs a meaningful share of work once supplied by people. Execution moves from assisted, to automated, to autonomous.
As software becomes abundant, scarcity moves to attention, trust, distribution and ownership of feedback loops.
03 DNA
Identify a valuable outcome. Close its execution-validation loop. Make verification cheap. Build distribution and feedback around it.
04 Intelligence
Applications
Generate. Run. Test. Revise. Cheap verification makes specialized software viable for smaller niches.
Research
Physical verification is slower and expensive. Make it cheaper, faster and increasingly autonomous.
05 AI
The Autonomous AI Company is my exploration function: company, contract research organization, then lab.
06 Human judgement
The founder chooses which outcomes matter, sets the boundaries and remains accountable for irreversible decisions.
Read the founding whitepaper