Marcin Makowski
Software architect forcing unpredictable AI models to obey strict distributed system rules.
Marcin Makowski designs scalable orchestration platforms as a software architect and the CEO of BeOne. He focuses on making intelligent systems behave reliably, proving that AI does not get a free pass on basic software engineering standards.
He specifically works on keeping distributed architectures deterministic when unpredictable elements like large language models are introduced. He explores how probabilistic AI behaviors break systems built on classic retry semantics, idempotency, and predictable state transitions.
Marcin recently co-authored research on dynamic decision models for tax compliance.
