Last week at the University of Applied Sciences St. Pölten, the CERTAIN Project hosted a technical workshop and presented at the SAINT Conference 2026.

Our focus: building trust directly into the ML pipeline.

As AI evolves, aligning with the EU AI Act and General Data Protection Regulation is a major challenge. CERTAIN tackles this by turning legal requirements into machine-readable processes.

🔗 https://certain-project.eu/certain-project-progresses-with-strategic-workshop-and-high-impact-presentation-at-saint-conference/

#AI #MLOps #TrustworthyAI #EUAIAct #CERTAINProject

Over the coming weeks, our participants who joined the #SoftwareCampus last year will start their projects 🥳 We’d like to introduce some of them to you.

💫 First up is Osman Tugay Başaran, from @tuberlin. He is conducting research into #6G and the trustworthiness of AI together with #Huawei. In his project NEXT-G, Osman is developing frameworks for #ExplainableAI and #TrustworthyAI in next-generation networks.

👉 Find out more here: https://softwarecampus.de/en/projekt/next-g-explainable-and-trustworthy-ai-ml-for-6g-and-beyond/ and visit his project webpage!

The Dublin Gravity: Magnetic Culture, Pragmatic Sustainability, and Building at Bentley Systems

Why Bentley Systems in Dublin keeps pulling my attention: a source-led read on smarter-city work, Cloud Connect, and sustainability that stays practical.

https://ryanw.eu/field-notes/the-dublin-gravity/

Feel free to reach out if you’d like to connect and chat about these papers or our other work. See you in Barcelona!

#CHI2026 #HCI #AI #TrustworthyAI #SocialMedia #Journalism

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🎶 How can AI in music be more transparent & fair?

At #NLP4MusA2026, Orfium introduced LabelBuddy 🤖—an open-source tool combining AI + human input for high-quality data.

A step toward #TrustworthyAI and ethical innovation in creative industries.

#ExplainableAI #MusicTech #OpenSource

Authors: Federico Marcuzzi (INSAIT - Institute for Computer Science, Artificial Intelligence and Technology), Xuefei Ning (Tsinghua University), Roy Schwartz (The Hebrew University of Jerusalem), and Iryna Gurevych (UKP Lab, Technische Universität Darmstadt and ATHENE Center).

See you at #EACL2026 in Rabat 🕌!

#UKPLab #NLProc #ResponsibleAI #Quantization #MLSafety #Fairness #TrustworthyAI #ModelCompression #LLMSafety #EthicalAI #NLP #AIResearch

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Engineering the Connective Layer: Why Bentley Systems Is One of Dublin's Most Interesting Product Challenges

A Dublin product leader's analysis of Bentley Systems: connected data, internal platforms, and trustworthy AI inside one of Ireland's most strategic software challenges.

🔗 Read more at ryanw.eu

🌍 We’re happy to welcome Jacob Grytzka to the Environmetrics group at RC Trust (TU Dortmund University)! 🎉
His research focuses on interpretable statistical models for Earth system simulations and improving uncertainty quantification in climate projections. 📊🌡️
Why this matters: Better understanding of environmental change supports more transparent and reliable decision-making–from infrastructure to climate adaptation. 🏗️🌱
Welcome, Jacob! 🚀
#ClimateScience #DataScience #TrustworthyAI
📸:Julian Welz

Work by Nils Dycke & Iryna Gurevych (Ubiquitous Knowledge Processing (UKP) Lab, Technische Universität Darmstadt and National Research Center for Applied Cybersecurity ATHENE)

See you at #EACL2026 in Rabat 🕌!

#UKPLab #LLMs #PeerReview #AIforScience #TrustworthyAI #NLP #Evaluation