Fraunhofer Institute for Cognitive Systems IKS

Annual report

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Annual magazine

In its latest printed Safe Intelligence Magazine, the Fraunhofer Institute for Cognitive Systems IKS introduces itself.

Annual magazine 2019/2020 [ PDF 12.1 MB ]

Annual reports

Read the last annual report of the Fraunhofer Institute for Cognitive Systems IKS and the reports of the former Fraunhofer ESK.

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Publications

Safe Intelligence Online Magazine

These are our latest articles:

Safetronic 2025: Preview / 14.10.2025

What is an acceptable risk? A proposal

The safety of a product, i.e., not causing harm, is a crucial property for its persistent success on the market and avoidance of legal risks for the manufacturer. However, since perfect safety is typically not achievable, the question what defines acceptable safety and what defines acceptable risks, i.e., risk acceptance criteria (RAC), arises.

Safetronic 2025: Preview

AI in medicine / 7.10.2025

Using AI for facial fracture detection

Consultation projects play a crucial role in fulfilling the Fraunhofer mission of translating cutting-edge research into industry applications. Recently, Fraunhofer IKS cooperated with the South Korean company ZIOVISION on AI-based facial fracture segmentation from medical images. The successful outcome of the project demonstrates the potential benefits such collaborations offer to both partners.

AI in medicine

Interview with Delphine Kervarec-Vicq / 30.9.2025

“Standards are key to understand each other in an extended eco system”

Delphine Kervarec-Vicq, Product Safety Director at Valeo, is a new member of the program committee for Safetronic, the international conference on holistic safety for road vehicles. In an interview with Safe Intelligence online magazine, she talks about her motivation for joining the committee and explains the importance of safety for automated driving.

Safety engineering

Safetronic 2025: Preview / 15.9.2025

Without safety, new mobility solutions will fall to the wayside

Not only management consultancies, but also other strategic players see the increasing importance of Remote Driving Systems (RDS) for the transportation of the future. But is the concept safe enough? An extensive two-year operation without safety drivers has confirmed the technical feasibility and safety of RDS. And not only that: a comprehensive training framework for Remote Drivers has demonstrably improved performance and safety.

Safetronic 2025

Interview with Reinhard Stolle / 12.9.2025

“Bringing the best technology safely into the vehicle”

Ensuring the safety of AI functions in vehicles remains a challenge that must be mastered step by step. However, visible progress is being made on the road to autonomous driving, says Dr. Reinhard Stolle, deputy director of the Fraunhofer IKS. And the success of ChatGPT & Co. is also likely to be leveraged for highly automated vehicles.

Interview Reinhard Stolle

Rail / 4.9.2025

Safe.trAIn: AI as train conductor on regional railways

Autonomous driving is not only set to conquer the roads, but also offers enormous potential for driverless trains in rail transport. Proof of this is the safe.trAIn project, in which Fraunhofer IKS has taken on the central task of methodically assuring the AI functions.

Safe.trAIn

Machine Learning / 28.8.2025

Metrics as an indicator of AI safety: is that enough?

The performance of machine learning (ML) models is typically assessed using metrics such as accuracy, precision, recall, F1 score, etc. But how trustworthy are these single point estimates really? Such metrics reflect reality only partially and can provide us with a false sense of safety. Especially in safety-critical areas, this can be dangerous. Fraunhofer IKS develops a formal framework for the quantification of uncertainty which aims to make the residual risk “more computable”.

Machine Learning

Safe Intelligence
online magazine

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To our Online Magazine

We are pleased to announce that we will no longer be publishing traditional annual reports. Instead, we invite you to take a look at our Safe Intelligence Online Magazine. Here, you will find exciting insights into our current projects, innovative approaches, and the latest developments within our company.