Insights

Article

2 years ago

5 min read

Break through in regulation of AI: The AI Act

This text is translated from Dutch with the help of AI – On December 8, 2023, the European Union reached a preliminary political agreement on the Artificial Intelligence Regulation (hereafter referred to as the AI Act). The final text is formally approved by the European Parliament. Twenty days after official publication the AI Act will enter into force. This landmark legislation marks the EU's first step towards regulating artificial intelligence, targeting developers, distributors, and users of AI systems, including those systems used for predictions, classifications, and analyses. The potential impact on governments and businesses deploying AI systems is significant. Key obligations, their effects on organizations, and proactive steps to ensure compliance are outlined below.

Article

2 years ago

11 min read

Bias in AI Explained

This text is translated from Dutch with the help of AI – "Tell me honestly, what's your biggest fear when it comes to algorithms and AI?" When I ask people this question, the response often is, "AI systems discriminate!" And of course, discriminating is far from desirable. But how do we ensure that algorithms don't discriminate? First and foremost, it's important to understand that algorithms themselves do not discriminate. However, algorithms can be developed in ways that lead to unwanted or undesired distinctions in representation of groups in the result. This is commonly referred to as "bias" in technical terms Essentially, if you have control over the bias within the algorithm, you also minimize discrimination. Here, how to achieve this is explained. Let's start by answering the question: What is bias?

Article

2 years ago

5 min read

In control of your AI systems

Have you ever heard or said within your organization, "We're working with data/algorithms/AI" or "We have plenty of data initiatives, but scaling within the organization is challenging"? These questions all boil down to one main question: How do you ensure that you apply the right algorithms in the right way?

Article

2 years ago

6 min read

Transparency with algorithm registry?

This article has been translated from Dutch with the help of AI: In an era where algorithms exert increasing influence on our daily lives, maintaining control over the latest developments and being transparent about them is more important than ever. This leads to a crucial question: when is the openness and transparency surrounding these algorithms sufficient? The answer is not simple, because transparency goes beyond just registering the algorithm. The steps needed to start working on transparent and responsible use of algorithms can be structured into five maturity levels.

Case study

2 years ago

1 min read

Highberg supports the municipality of Rotterdam in the responsible use of algorithms and AI systems

Highberg digital transformation has assisted the municipality of Rotterdam in the responsible use of algorithms and transparency about these algorithms. In this project our experts managed the algorithm registry and executed the processes in the algorithm governance. During the project our experts provided concrete improvement suggestions and implemented these improvements in practice.