I Stock 1367617035 B4 LLS

Artificial Intelligence
Do you trust your AI agent?

Gereon Weiss
Gereon Weiß
Artificial intelligence / Fraunhofer IKS
Artificial intelligence
I Stock 1488299226 bymuratdeniz

Multi-Agent Reinforcement Learning
When Intelligent Systems Must Cooperate Autonomously

Ginthoer3168
Nikolai Ginthör
Artificial intelligence / Fraunhofer IKS
Artificial intelligence
Safetronic key visual

Interview with Moritz Schneider
"Safety as a commitment to people”

Hans thomas hengl
Hans-Thomas Hengl
Safety engineering / Fraunhofer IKS
Safety engineering
Picture of ice

Quantum Computing
Ensuring trustworthiness of quantum AI

Jeanette Miriam Lorenz
Jeanette Miriam Lorenz
Quantum computing / Fraunhofer IKS
Quantum computing

Articles

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  • Picture of ice

    Quantum Computing
    Ensuring trustworthiness of quantum AI

    As machine learning is deployed in high-stakes , the urgency of increasing its trustworthiness is undeniable. Methods designed to enforce bounded outputs aim to keep model behavior within clearly defined limits, preventing deviations that could lead to severe consequences . A rapidly emerging field of quantum machine learning (QML) inherits these risks and expands both the attack surface and the potential consequences of failure, motivating further research in this area.
    Quantum computing / Fraunhofer IKS
    Quantum computing
  • I Stock 506520374 zorazhuang

    Industrial Automation
    Setting the Standard for AI-Generated Control Code

    AI is rewriting the rules of software development, but can it safely take the wheel in manufacturing? The partners of the MBO-KISS research project are on a three-year mission to find out. Launched in January 2025, the project is developing benchmarks for reliable, AI-generated control code in mechanical engineering. Halfway through their journey, the team shares an exclusive interim update.
    Artificial intelligence / Fraunhofer IKS
    Artificial intelligence
  • I Stock 1367617035 B4 LLS

    Artificial Intelligence
    Do you trust your AI agent?

    With the rapid advancement of artificial intelligence (AI), so-called AI agents are increasingly finding their way into industrial applications. They independently perform tasks or sub-tasks, such as analysis, planning, or support for development processes. In doing so, they are changing not only workflows but also the requirements for the development and operation of industrial systems. The potential appears to be immense.
    Artificial intelligence / Fraunhofer IKS
    Artificial intelligence
  • I Stock 1488299226 bymuratdeniz

    Multi-Agent Reinforcement Learning
    When Intelligent Systems Must Cooperate Autonomously

    In disaster zones and contested territories, the future of mission-critical operations relies on autonomous systems that don't just act, but cooperate. Through Multi-Agent Reinforcement Learning (MARL), researchers at Fraunhofer IKS are empowering autonomous systems to master complex coordination without direct human instruction. This shift from individual automation to intelligent teamwork allows complex systems to navigate demanding environments with unprecedented reliability.
    Artificial intelligence / Fraunhofer IKS
    Artificial intelligence
  • I Stock 2167341463 Claudio Caridi klein

    AI in Cardiology
    Cardiovascular Risk Prediction Through Intelligent ECG Analysis

    Cardiovascular diseases are among the leading causes of death worldwide. Early diagnosis is crucial for taking preventive action. However, risk factors often remain hidden until the first symptoms appear. Together with the University Heart Center Freiburg-Bad Krozingen, Fraunhofer IKS is working on the »AI Cardiology« project to develop a solution that closes the gap between patients´ daily lives and clinical care to strengthen cardiovascular prevention.
    Artificial intelligence & Machine learning / Fraunhofer IKS
    AI in medicine
  • I Stock 91552116 yekorzh

    Quantum Computers
    The Quantum Zoo: Playing Your Way Into Quantum Computing

    Quantum computing often sounds like science fiction: particles in two places at once, strange correlations across space, and computers that could one day crack problems beyond any classical supercomputer. But between the headlines and the heavy mathematics, it can be hard to grasp what is happening during a quantum computing operation. The Quantum Zoo project at Fraunhofer IKS provides insight: hands-on quantum computing — not just for students.
    Quantum computing / Fraunhofer IKS
    Quantum computing
  • Metal Processing

    The future of production
    On the way to Industry 5.0?

    Industrial production is undergoing profound change. With rapidly advancing technologies and a changing social environment, industrial automation needs to be rethought in order to respond more flexibly to new requirements and challenges—keyword: adaptive production.
    Industry 4.0 / Fraunhofer IKS
    Industry 4.0
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