Tshilidzi Marwala Bücher

Dieses Buch aktualisiert theoretisch und praktisch zentrale wirtschaftliche Ideen wie Angebot und Nachfrage, rationale Entscheidungen und Erwartungen, begrenzte Rationalität, Verhaltensökonomie, Informationsasymmetrie, Preisgestaltung, die Effizienzmarkthypothese, Spieltheorie, Mechanismusdesign, Portfoliotheorie, Kausalität und Finanzengineering im Zeitalter bedeutender Fortschritte in Mensch-Maschine-Systemen. Der Aufstieg der künstlichen Intelligenz hat viele Disziplinen wie Ingenieurwesen, Sozialwissenschaften und Wirtschaftswissenschaften verändert. Künstliche Intelligenz ist eine rechnergestützte Technik, die von Konzepten der natürlichen Intelligenz inspiriert ist, wie dem Schwarmverhalten von Vögeln, der Funktionsweise des Gehirns und dem Pfadfinden von Ameisen. Das Buch analysiert die Auswirkungen der künstlichen Intelligenz auf wirtschaftliche Theorien und führt neue wirtschaftliche Theorien ein, darunter rationale Kontrafaktoren und rationale Opportunitätskosten. Diese Ideen werden in verschiedenen Bereichen angewendet, wie der Modellierung des Aktienmarktes, Kreditbewertung, HIV und zwischenstaatlichen Konflikten.

Closing the Gap is an accessible overview of the fourth industrial revolution (4IR) and the impact it is set to have on various sectors in South Africa and Africa. It explores the previous industrial revolutions that have led up to this point and outlines what South Africa's position has been through each one. With a focus on artificial intelligence as a core concept in understanding the 4IR, this book uses familiar concepts to explain artificial intelligence, how it works and how it can be used in banking, mining, medicine and many other fields. Written from an African perspective, Closing the Gap addresses the challenges and fears around the 4IR by pointing to the opportunities presented by new technologies and outlining some of the challenges and successes to date.

Focusing on the intersection of artificial intelligence and mechanism design, this book presents a novel framework for understanding international politics. It examines how specific rules can shape relationships among nations to achieve desired outcomes like peace, trade, or democracy. By applying AI techniques to political and economic contexts, the author highlights innovative approaches to contemporary global challenges. This work is particularly relevant for scholars interested in international relations, sustainable development, and the role of technology in society.

Recent advancements in AI and Mechanism Design offer innovative solutions to collective action problems in international relations, such as climate change and security. The book explores how integrating these technologies can enhance cooperation and coordination among diverse global actors. Dr. Tshilidzi Marwala illustrates the application of Game Theory, Mechanism Design, and AI to critical issues like interstate conflict and cybersecurity. By optimizing mechanisms, it aims to create more effective institutions and policies, fostering interdisciplinary approaches to complex global challenges.