adesso BLOG

In the first two parts of this blog post, we looked at the concept of creativity and the role of humans and their creative potential in the creative process. In this part, we take a broader perspective and look at how some approaches from the field of GenAI work in connection with human cognitive processes.

AI has been the megatrend of recent years. No company, no trade fair, no provider can do without this magic word. And yet, when it comes to insurance companies, I see a clear reluctance to use these methods in practice. In my blog post, I show how TrustworthyAI makes the use of artificial intelligence in the insurance industry safe and efficient.

Companies and authorities are often faced with the challenge of finding relevant information in huge amounts of data. Although Retrieval Augmented Generation (RAG) is still a relatively new technology for targeted retrieval of local domain knowledge, the technology often fails to aggregate complex distributed information. This is where GraphRAG comes into play. We present it in detail in this blog post.

Artificial intelligence is the hot topic of the moment. Many attempts have been made to define the term "artificial intelligence". A machine is able to multiply more than five-digit numbers together. Very impressive. But is that intelligent? Is it not already much more intelligent than us humans? Does intelligence matter? We answer these questions in our blog post.

The financial world is upside down: technological innovations, social changes and economic upheavals are characterising the banking sector more than ever. How are these trends influencing the future of banks? What challenges and opportunities do they present? This blog post looks at the dynamic developments, including digital transformation, regulatory adjustments and the economic recovery after the pandemic. Find out what strategies banks need to develop to remain successful in an uncertain world.

GenAI has revolutionised the way we experience technology. These advanced models are able to produce text, images and even videos by performing creative tasks autonomously. Their multimodal capabilities are particularly fascinating: They process different input data, be it texts, images or videos, and convert them into impressive results. From medical diagnostics to innovative applications in image processing - the potential uses of GenAI are virtually unlimited. In this blog post, I show how this technology will shape our future.

In a globalised world, companies need to manage their supply chains efficiently and securely. The Supply Chain Control Tower (SCCT) is a centralised platform that provides a single source of truth, bringing together all the relevant data and enabling informed decisions to be made in real time. In my blog post, you will learn how an SCCT with technologies such as AI and digital twins can make your supply chain transparent, flexible and crisis-proof.

In the world of data processing, there are various approaches to improving efficiency and accuracy. One particularly promising approach is the use of Large Language Models (LLMs) to improve the linking of entities through entity linking. In this blog post, I will highlight the new possibilities and advantages of this technology.

Artificial intelligence is developing rapidly and Retrieval Augmented Generation (RAG) in particular has attracted a lot of attention recently. Large language models such as ChatGPT show their full potential when they are enriched with domain-specific knowledge through RAG. Despite this potential, users often face challenges. In this blog post, we look at the transition from basic to advanced RAG approaches and show how typical problems can be overcome.