The rise of generative AI and Large Language Models (LLMs) like ChatGPT has disrupted digital practices. More companies choose to deploy applications integrating these language models, but this integration comes with new vulnerabilities, identified by OWASP in its Top 10…
Why test generative AI systems? Systems incorporating generative AI are all around us: documentary co-pilots, business assistants, support bots, and code generators. Generative AI is everywhere. And everywhere it goes, it gains new powers. It can access internal databases, perform…
While AI has proven to be highly effective at increasing productivity in business environments, the next step in its evolution involves enhancing its autonomy and enabling it to perform actions independently. To this end, one notable development in the AI…
Generative AI systems are fallible: in March 2025, a ChatGPT vulnerability was widely exploited to trap its users; a few months earlier, Microsoft's health chatbot exposed sensitive data; in December, a simple prompt injection allowed the takeover of a user…
Will AI also revolutionize cybersecurity? Today, there's every reason to believe so! After a decade of massive investment in cybersecurity, we are a period of consolidation. Optimization is becoming the watchword: automate repetitive tasks, rationalize resources, detect ever faster and…
Microsoft has announced that in Q2 2024 "more than half of Fortune 500 companies will be using Azure OpenAI". [1] At the same time, AWS is offering Bedrock [2], a direct competitor to Azure OpenAI. This type of platform can…
Artificial intelligence (AI) now occupies a central place in the products and services offered by businesses and public services, largely thanks to the rise of generative AI. To support this growth and encourage the adoption of AI, it has been…
Large Language Models (LLMs) such as GPT-4 have revolutionized Natural Language Processing (NLP) by achieving unprecedented levels of performance. Their performance relies on a high dependency of various data: model training data, over-training data and/or Retrieval-Augmented Generation (RAG) enrichment data.…
As you know, artificial intelligence is already revolutionising many aspects of our lives: it translates our texts, makes document searches easier, and is even capable of training us. The added value is undeniable, and it's no surprise that individuals and…
In 2023, Artificial Intelligence has received unprecedented media coverage. Why? ChatGPT, a generative artificial intelligence capable of answering questions with astonishing precision. The potential uses are numerous and go beyond current comprehension. So much so that some members of the…
