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Title: Tracing the Uncertainty Principle – Randomness as a Critical Foundation for Emerging Technologies
In a world where trust and integrity are paramount in both artificial intelligence (AI) and decentralized technologies like cryptocurrencies, verifying true randomness has become an indispensable requirement. This is especially crucial in AI-driven financial systems, decentralized finance (DeFi), and blockchain ecosystems.
The concept of verifiable randomness has gained significance due to the inherent dangers posed by unverifiable randomness in critical contexts like financial decision-making, autonomous driving, or medical diagnosis. In recent years, I have witnessed firsthand how seemingly innocuous vulnerabilities can have devastating consequences for unsuspecting users. This is particularly concerning when dealing with AI systems that rely on unpredictability for fairness and unbiased decision-making.
At the heart of this issue lies the paradox: creating unpredictability that, despite being unpredictable, remains trustworthy and transparent. The industry has traditionally relied on pseudorandom functions and physical entropy sources as seeds to generate random numbers. While these methods can simulate randomness convincingly, they are not foolproof. Knowing an algorithm’s details or initial seed can enable prediction of supposedly random outcomes.
This critical vulnerability highlights the essential need for verifiable randomness in decentralized contexts, where manipulation could lead to catastrophic consequences. In blockchain systems like Ethereum and Solana, the stakes are particularly high, as validators are selected probabilistically. Predictable or manipulable randomness enables attackers to corrupt the network by front-running blocks. Similarly, DeFi platforms can be exploited through predictable random number generation.
It is essential that organizations prioritize verifiable randomness in their AI solutions before deploying them, lest they risk catastrophic consequences. The industry must adopt a decentralized and transparent approach to ensure trust and integrity within these critical systems.
Source: cryptoslate.com
