In this article, I propose 6 trends and predictions for the market evolution in 2022. — The digital transition is accelerating rapidly due to new personal and professional lifestyles brought about by the current pandemic situation. Conversational assistants are part of this transformation by enabling the automation of support and self-service requests. The need for business-process automation continues to grow, driven by the health situation, which unfortunately is likely to continue for a few more months if not years. The year 2020 was a year of questioning, the year 2021 was a year of transition between a before and an after. …

GPT-4 was released 2 months ago, and it has pushed the boundaries of what is possible, but it is still more than a black box. Let us try to find out what is inside. — This post is mainly a summary, exploration, and interpretation of the GPT-4 Technical Report published on March 15, 2023, by Adrien Ecoffet, a research scientist at OpenAI and … a French guy! The Fourth Generation Generative Model In the continuity of the previous launches, OpenAI Inc. has just put into production its “long-awaited” new fourth-generation…

If you haven’t heard about ChatGPT, MidJourney, or Stable Diffusion in the last few months, it’s because you were away in a monastery or in a country without the Internet. Let’s find out what’s behind these new models. — A novel approach to Artificial Intelligence called Generative AI has revolutionized content creation in various industries in recent years, and, during the last few months, making it important to understand how it works and what it can do for us. …

We are facing a major disruption of our NLP landscape with the emergence of large language models that surpass the current performance and enable activities without specific training. — Introduction We are facing a major disruption in the natural language landscape with the emergence of large language models (LLMs) with unmatched performance and capabilities to perform activities for which they were not trained. Language models have been used for many years in NLP tasks (e.g., BERT), but the increasing size…

Artificial intelligence is changing the game in many industries and now in automation tools. — Introduction Companies can no longer ignore the digital transformation of their competitors and customers. This digitalization implies being the master of one’s own processes and their state of optimization. …

L’intelligence artificielle change la donne dans de nombreuses industries et maintenant dans les outils d’automatisation. — Introduction Les entreprises ne peuvent plus ignorer la transformation numérique de leurs concurrents et de leurs clients. Cette digitalisation implique d’être maître de ses propres processus et de leur état d’optimisation. …

As promised by many analysts, the automatic creation of knowledge graphs should have allowed us to reach the Holy Grail of knowledge access. Information extraction techniques have evolved significantly over the last few years, thanks to advancements in artificial intelligence and, in particular, machine learning technologies, to the point where generalization is possible. Despite these advances, there are still many obstacles to overcome before the expected ease of use is achieved.

Promis par de nombreux analystes, la création automatique des graphes de connaissances auraient dû nous permettre d’atteindre le Graal de l’accès à la connaissance. — Améliorées grâce à l’intelligence artificielle et notamment par les technologies de l’apprentissage machine, les techniques d’extraction de l’information ont considérablement évoluées ces dernières années au point de nous laisser entrevoir une possible généralisation. Malgré ces avancées, de nombreux obstacles sont à surmonter avant d’accéder à la facilitée attendue.

I present seven new trends and predictions on the evolution of the conversational assistant market (commonly called Chatbots) for 2023. In this article, I review the past year and then present my vision for the year to come. — Analysis of the year 2022 In my previous article, I predicted six trends for 2022: demand will continue to grow, scaling up, the emergence of Master-Bots, the increase in voice testing,