Creator
Piotr Wolanski
Piotr Wolanski is an AI systems and engineering executive and creator of Macro Stress, a cross-asset market-stress research platform.
Macro Stress reads rates, credit, market prices, volatility, funding, liquidity, labour and energy as relative historical stress scores. A severe factor is not book-level stress until credit, funding and liquidity confirm it. Downturn probabilities are withheld until the historical tests are validated. Each reading publishes its methodology, source lineage and missing evidence.
His public work spans AI systems, robotics, aerospace and private credit.