BOOKS - Convergence of Blockchain and Explainable Artificial Intelligence BlockXAI
Convergence of Blockchain and Explainable Artificial Intelligence BlockXAI - Akansha Singh, Krishna Kant Singh 2024 PDF | EPUB River Publishers BOOKS
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Convergence of Blockchain and Explainable Artificial Intelligence BlockXAI
Author: Akansha Singh, Krishna Kant Singh
Year: 2024
Format: PDF | EPUB
File size: 20.4 MB
Language: ENG



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Blockchain and AI have been two of the most popular buzzwords in recent years, but what happens when we combine them? The convergence of blockchain and explainable artificial intelligence (AI) has the potential to revolutionize various industries and transform how we live and work. In this article, we will explore the concept of BlockXAI and its significance in the digital age. Blockchain is a distributed ledger technology that enables secure, transparent, and tamper-proof transactions. It has been widely adopted in finance, supply chain management, and other sectors due to its ability to prevent fraud and ensure trustworthiness. On the other hand, AI has been making waves in various fields such as healthcare, transportation, and customer service due to its ability to automate tasks, make predictions, and improve decision-making processes. However, one of the significant challenges facing AI is the lack of transparency and interpretability, making it difficult for users to understand why a particular decision was made. This is where BlockXAI comes into play. BlockXAI is an innovative approach that combines blockchain and AI to create a more transparent and interpretable AI system. By leveraging the power of blockchain, BlockXAI provides a framework for creating explainable AI models that can be used in various applications. The technology allows developers to build AI models that are not only accurate but also interpretable, enabling users to understand the reasoning behind the decisions made by the models. This transparency is critical in industries such as healthcare, finance, and legal services, where accountability and trust are paramount.
Блокчейн и ИИ были двумя самыми популярными модными словами в последние годы, но что происходит, когда мы их объединяем? Конвергенция блокчейна и объяснимого искусственного интеллекта (ИИ) может революционизировать различные отрасли и изменить то, как мы живем и работаем. В этой статье мы рассмотрим концепцию BlockXAI и ее значение в цифровую эпоху. Блокчейн - это технология распределенного реестра, которая обеспечивает безопасные, прозрачные и защищенные от несанкционированного доступа транзакции. Он получил широкое распространение в финансах, управлении цепочками поставок и других секторах благодаря своей способности предотвращать мошенничество и обеспечивать достоверность. С другой стороны, ИИ делает волны в различных областях, таких как здравоохранение, транспорт и обслуживание клиентов, благодаря своей способности автоматизировать задачи, делать прогнозы и улучшать процессы принятия решений. Однако одной из существенных проблем, стоящих перед ИИ, является отсутствие прозрачности и интерпретируемости, из-за чего пользователям сложно понять, почему было принято то или иное решение. Здесь в игру вступает BlockXAI. BlockXAI - инновационный подход, сочетающий блокчейн и ИИ для создания более прозрачной и понятной системы ИИ. Используя возможности блокчейна, BlockXAI предоставляет фреймворк для создания объяснимых моделей ИИ, которые можно использовать в различных приложениях. Технология позволяет разработчикам создавать модели ИИ, которые являются не только точными, но и интерпретируемыми, позволяя пользователям понять доводы, лежащие в основе решений, принимаемых моделями. Эта прозрачность имеет решающее значение в таких отраслях, как здравоохранение, финансы и юридические услуги, где подотчетность и доверие имеют первостепенное значение.
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