#AIAccountability – COURSES-AI.COM

Why It Is Important to Differentiate Between AI Models and AI Systems

TrendsAugust 14, 2024569Views 0Likes 0Comments

As artificial intelligence (AI) continues to integrate into various sectors, it has become increasingly important to understand the technologies that underpin these systems. However, a common error is to confuse AI models with AI systems. While these terms are often used interchangeably, they refer to distinct components within the broader AI ecosystem. Understanding the difference…

Understanding AI System Verification: What the EU AI Act Requires

TrendsAugust 14, 2024536Views 0Likes 0Comments

As artificial intelligence (AI) becomes increasingly integrated into various aspects of society, ensuring that AI systems are safe, reliable, and compliant with regulations has become paramount. One of the key steps in achieving this is the verification process, which ensures that AI systems meet the required standards before they are deployed. Verification is a critical…

Understanding the AI Lifecycle: From Development to Deployment under the EU AI Act

TrendsAugust 13, 2024568Views 0Likes 0Comments

Artificial Intelligence (AI) has rapidly evolved from a niche area of computer science to a foundational technology that drives innovation across multiple industries. As AI systems become more complex and their applications more widespread, there is a growing need for robust governance frameworks to ensure that these systems are developed and deployed responsibly. The European…

Explaining AI Bias: How Does It Occur and How Does the EU AI Act Address It?

TrendsAugust 12, 2024533Views 0Likes 0Comments

Artificial Intelligence (AI) has become an integral part of our daily lives, influencing decisions in areas such as finance, healthcare, hiring, and law enforcement. However, as AI systems become more prevalent, concerns about bias in these systems have grown. AI bias occurs when an algorithm produces systematically unfair results, often disadvantaging certain groups of people.…

Natural Language Processing (NLP): What the EU AI Act Means for This Technology

TrendsAugust 12, 2024533Views 0Likes 0Comments

Natural Language Processing (NLP) is a branch of artificial intelligence (AI) that focuses on the interaction between computers and humans through natural language. NLP technologies power a wide range of applications, from virtual assistants and chatbots to machine translation and sentiment analysis. These technologies have become increasingly sophisticated, enabling computers to understand, interpret, and generate…

Explaining AI Governance: From Theory to Practice Under the EU AI Act

TrendsAugust 12, 2024521Views 0Likes 0Comments

Artificial Intelligence (AI) is rapidly transforming various sectors of society, from healthcare and finance to transportation and public services. As AI systems become more integrated into our daily lives, the need for robust governance frameworks to ensure that these technologies are safe, ethical, and aligned with societal values has become increasingly clear. AI governance refers…

What Is Explainable AI? Understanding Its Role in the EU AI Act

TrendsAugust 12, 2024525Views 0Likes 0Comments

Artificial Intelligence (AI) is increasingly becoming a part of our daily lives, powering everything from recommendation systems on streaming platforms to complex decision-making in healthcare and finance. However, as AI systems become more integrated into critical aspects of society, the need for transparency and trust in these systems has never been greater. Explainable AI (XAI)…

Deep Learning vs. Traditional AI: How the EU AI Act Regulates Them

TrendsAugust 9, 2024518Views 0Likes 0Comments

IntroductionArtificial intelligence (AI) encompasses a wide range of technologies, from traditional rule-based systems to advanced deep learning models. As AI continues to evolve, so do the regulatory challenges associated with its development and deployment. The European Union's Artificial Intelligence Act (EU AI Act) is a landmark piece of legislation that seeks to establish a comprehensive…

Conducting AI Audits: Compliance with the EU AI Act

TrendsAugust 6, 2024524Views 0Likes 0Comments

IntroductionIn today's rapidly evolving technological landscape, artificial intelligence (AI) has become an integral part of various industries, from healthcare to finance to public safety. However, with the increasing reliance on AI comes the need for robust oversight to ensure these systems are fair, transparent, and compliant with regulations. The European Union's Artificial Intelligence Act (EU…

Documenting AI Systems: Compliance Under the EU AI Act

TrendsAugust 6, 2024521Views 0Likes 0Comments

IntroductionIn the rapidly advancing field of artificial intelligence (AI), the importance of proper documentation cannot be overstated. Documenting AI systems is not only a best practice but also a legal requirement under the European Union's Artificial Intelligence Act (EU AI Act). This legislation, aimed at regulating AI technologies, places a strong emphasis on transparency, accountability,…

Ethical and Regulatory Considerations for AI Deployment

TrendsAugust 2, 2024495Views 0Likes 0Comments

As artificial intelligence (AI) continues to evolve and permeate various aspects of business and society, ethical and regulatory considerations have become paramount. The EU Artificial Intelligence Act (AI Act) aims to establish a robust framework that addresses these concerns, ensuring that AI is used responsibly and in alignment with fundamental rights. This blog post will…

AI Governance and Market Surveillance: Best Practices

TrendsAugust 1, 2024494Views 0Likes 0Comments

As the European Union prepares to implement the EU Artificial Intelligence Act (AI Act), businesses must understand the critical components of AI governance and market surveillance. These elements are fundamental to ensuring that AI systems are developed, deployed, and used in compliance with the new regulations. In this blog post, we will explore the governance…

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