MBA GSBA / SUNY former SOX Process Manager, Lead Auditor QMS certification, CIA, CISA
Privacy by Design (PbD) & Quality by Design (QbD) complement each other: * PbD ensures ethical & legal compliance, protecting users. * QbD ensures functional excellence & trustworthiness of the AI system. Together, they promote safe, responsible & accountable AI at every layer from what data you collect, to how you process
The core Quality by Design (QbD) objectives for AI system development and deployment can be summarized as: 1. Reliability & Consistency: Ensure stable, dependable system performance QbD1: Ensure that the AI system produces consistent, reliable outputs across various real-world conditions and over time. 2. Accuracy & Precision: Optimize for precise,
The purpose of the proposed amendments is to enhance the EU AI Act by integrating the Quality by Design (QbD) principle, ensuring that high-risk AI systems are developed not only with safety and risk mitigation in mind, but also with robustness, reliability and consistent high quality built-in from the very
The EU AI Act, i.e. the version adopted by the European Parliament and now moving toward final implementation, emphasizes Privacy by Design (PbD). It requires that AI systems, especially high-risk ones, integrate safeguards for data protection at the design stage following GDPR principles. However, Quality by Design (QbD) in
Quality by Design is a systematic approach to development that begins with predefined objectives and emphasizes product & services as well as process understanding and process control, based on sound science and quality risk management. The process and methodology of Quality by Design (QbD) applied to products or services follows
The U.S.–Switzerland Trade Balance for 2023 was as follows: Goods Trade * U.S. Exports to Switzerland: Approximately $32.6 billion * U.S. Imports from Switzerland: Around $45.1 billion * Trade Balance: The U.S. experienced a goods trade deficit of about $12.5 billion with Switzerland in 2023.
The main Internet Access options for home use are as follows: * Copper DSL is the most limited in terms of performance, particularly for high-demand tasks like streaming or gaming. Key performance metrics: Download: 10-50 Mbps, Upload: 1-10 Mbps, Latency: 30-60 ms, Stability: Low, Future-Proofing: Poor * Cable (Coaxial) Internet Access involves
A risk-adjusted compensation framework for bankers should include the notion of a referential base salary cap, tied to a percentage of the bank's capital reserves. 1. Base Salary e.g. 0.1% tied to Capital Reserves (Eigenkapital) 2. Risk-Adjusted Performance Bonus (30%) 3. Deferred Performance Bonus Compensation (30%
Input legitimacy & output legitimacy are concepts used to evaluate the legitimacy of political systems, governance or institutions. These terms focus on how a political entity gains and maintains authority from the perspective of both how it functions and the results it produces. Input legitimacy focuses on the process, i.
This end-to-end SIPOC model incorporates the use of AI multi-agent systems for Public Services access via a Single Point of Contact (SPOC) and supporting a client-server architecture. Each process step leverages AI agents to handle user requests dynamically, making the system efficient, intelligent and user-friendly while providing seamless access to
Maximize U(K) = f(W, P, C, S, T) U(K) represents the utility or overall objective of the king (denoted as K). This utility is a function of various factors that contribute to the king's goals and desires, such as wealth, power, control, stability, and time. 1.
This SIPOC map outlines the innovative contributions & impact of some tech giants to society for better or worse. 1. Bill Gates (Co-founder of Microsoft & Philanthropist) Innovating in software, expanding Microsoft, managing philanthropic efforts, developing global health and education initiatives 2. Elon Musk (CEO of Tesla, SpaceX & other