Blog
In unserem Blog teilen wir unser Fachwissen, diskutieren innovative Ideen und geben Einblicke in unser Unternehmen. Die Artikel erscheinen in der jeweiligen Originalsprache.
Process & Projects
The Reality of RAG Chatbots
4. Juli 2024
Have you embraced the RAG hype and now find yourself navigating its challenges?
Process & Projects
The AI Gap
1. Juli 2024
Want to turn your competitors into dust? AI holds the power, but most companies are clinging to the status quo like a face hugger on a derelict space freighter.
Technology
Personal Identifiable Information in AI Models
22. Dez. 2023
Prior to training AI models, it is thus crucial to eliminate PII from datasets to safeguard individual privacy and adhere to data protection regulations such as GDPR, CCPA, and HIPAA.
Technology
Contradicting KPIs and Metrics in AI
22. Nov. 2023
One of the first steps when embarking on a real-world machine learning (AI) project is to consider metrics and Key Performance Indicators (KPIs) for evaluating a model's performance.
Process & Projects
Prefer Simple AI Models Over Complex Ones: Even if they Perform Worse
12. Okt. 2023
Many data scientists, especially those with an academic background, solely focus on model prediction performance. However, in industrial settings, other factors like maintainability, scalability, and explainability are equally important.
Process & Projects
How to start Data & AI Projects: Prioritize product over technology
29. Aug. 2023
The 1st step when starting a new software project should involve understanding the bigger picture of why a certain digital product needs to be built.