Piotr is a Senior Researcher at Stablewatch focused on in-depth research and developing risk models for innovative stablecoin solutions. He holds a PhD in Ultrafast Spectroscopy from Politecnico di Milano, and has coauthored over 15 high-impact papers in leading scientific journals. He has worked in DeFi as an investor for venture capital firms Geometry and Synergis Capital, founded a startup, and worked as a Quantitative Researcher at Luban.
Research
AI's Value Bypass The proliferation of generative AI has introduced a systemic inefficiency into the digital economy. It arises not from a flaw, but from a fundamental architectural incompatibility between how autonomous agents consume information and how the web has historically monetized its creation. The result is the
Insights
The Yield-Bearing Stablecoin (YBS) market has fundamentally evolved into a complex, multi-billion dollar ecosystem. Navigating this landscape today demands more than simple APY trackers; it requires a sophisticated, data-driven framework. To accommodate for the growing complexity of this market, we are launching a major evolution of the stablewatch.io analytics
Insights
Executive Summary The USD.AI protocol marks a significant architectural evolution in decentralized finance, establishing the "InfraFi" paradigm to bridge onchain liquidity with the capital-intensive world of artificial intelligence compute. Its design is a direct response to a dual-sided market needs: the AI industry’s insatiable requirement for
Research
Explore how crypto payment cards bridge digital assets and global commerce, using stablecoins, custodial vs non-custodial models, and fintech.
Project Spotlight
The Search for Sustainable Yield The decentralized finance (DeFi) lending sector, a cornerstone of the on-chain economy, has long navigated fundamental economic tradeoffs. To attract liquidity, protocols must offer competitive yields to lenders; yet, to stimulate borrowing and protocol usage, they must provide low interest rates to borrowers. Historically, bridging
Project Spotlight
The Quest for Capital Efficiency Decentralized Finance (DeFi) exists as a global competitive arena where the relentless pursuit of higher yields and capital efficiency dictates the flow of assets. In this environment, the most successful protocols are those that enable the capital to be as productive as possible. Yet, for
Insights
Evaluating the Yield Premium in a Novel Asset Class Yield-bearing stablecoins (YBS) have emerged as a prominent decentralized finance (DeFi) asset class of 2025. Combining the price stability of a fiat-pegged asset (implying there is no downside) with a native yield (essence of DeFi). This creates a compelling proposition for
Research
This research was possible thanks to our Strategic Partner - Plasma The global financial system currently runs on decades-old infrastructure, sustaining frictions that act as a tax on economic activity - a problem particularly prevalent in the emerging markets. In response, new financial rails are organically emerging on public blockchains,