Transparency in AI products & services is essential to promote trust, accountability and ethical use of AI technologies. To identify and assess potential risks from the deployment of AI algorithms in AI products and service, it is vital to understand its process context. A SIPOC (Suppliers > Inputs > Process
The pervasive use of AI agents in the banking ecosystems poses new risks to banks as for example financial losses by erroneous algorithms, compliance violations by incorrect transactions, data integrity issues, operational disruptions, reputational damage and legal & regulatory consequences. To prevent errors compounding in a short time, ongoing automated
Providing regulators with dynamic access to relevant data and analytics tools to support their oversight activities in an AI-driven financial services universe can offer material benefits and cost savings to banks and regulatory bodies. Benefits & cost savings to Financial Institutions 1. Enhanced Regulatory Compliance: By providing regulators with access
AI both poses challenges and offers opportunities for media literacy. Educating individuals to navigate and critically engage with AI-mediated media environments is essential for fostering informed and responsible media consumption and production. 1. Filtering and Recommendation Algorithms: AI-powered algorithms determine what content users see on social media platforms, search engines
On top of a bank's holistic risk management as outlined in my SIPOC process map, several regulative measures could be implemented to help prevent future bank failures. 1. Enhanced Capital Requirements: Regulators can mandate higher capital adequacy ratios for banks, ensuring they have sufficient capital buffers to absorb
A SIPOC (Suppliers > Inputs > Process > Outputs > Customers) process model with a SIPOC process map is particularly valuable as an enabler for transformational AI change projects, especially when developing and deploying new AI products or services. 1. Clarity and Scope Definition The SIPOC model helps provide a
A responsible and sustainable banking strategy should be reflected in an inclusive business model and enacted by stakeholder oriented business processes. 1. Ethical Banking Practices * Implement strict ethical guidelines for all banking activities, including lending, investments and financial products. * Avoid investments in industries or companies that harm the environment, violate
An agency model for AI products & services involves the structure and processes by which an organization delivers and manages its artificial intelligence offerings. Safeguarding human agency in the age of AI involves implementing measures and strategies as well as a stakeholder oriented SIPOC process model to ensure that individuals
Francis Bacon's famous assertion "Knowledge is power" takes on a renewed significance with the emergence of technologies like ChatGPT. In the contemporary landscape, the synergy of big data and AI algorithms transcends traditional notions, transforming knowledge into actionable insights. With the advent of GenAI, fewer human
Implementing a VAT system for AI products and services requires a balance between promoting innovation and ensuring fair taxation. To this end thresholds or exemptions for small businesses or low-value transactions should be defined. This VAT process framework outlines some conceivable VAT tax basis options for AI products and services.
The UN-backed Global Digital Compact is a policy framework for digital relations worldwide: https://www.un.org/techenvoy/global-digital-compact The Global Digital Compact addresses six key aspects: 1. Connectivity * Develop and implement policies to ensure universal internet access * Facilitate the deployment of digital tools in schools and communities 2. Internet
The ISO/IEC standard 42001:2023 published in December 2023 provides requirements for establishing, implementing, maintaining and continually improving an Artificial Intelligence Management System (AIMS) within the context of an organization. Its purpose is to ensure responsible development and use of AI systems for organizations providing or utilizing AI-based products