A billion dollars from Cisco on Scale Ai, Mistral and Cohere

Scale AI has quickly become a leader in providing advanced solutions to support the data annotation and management needs of machine learning data needed to train artificial intelligence accurately and reliably. Among its best-known customers are Waymo, for which it annotates data for autonomous driving, but also OpenAI, supporting data preparation for training artificial intelligence models, and Airbnb, labelling images and data to improve recommendation systems and search. Among its best-known products is Scale Studio, a data annotation platform that allows users to upload, manage and annotate visual and textual data, and Scale Nucleus, a machine learning data management tool that allows users to explore, analyse and improve datasets.

Among the companies forged by Cisco is Mistral AI, founded in 2023 by Arthur Mensch, Guillaume Lample and Timothee Lacroix, the latter with experience in Meta and DeepMind. The French scaleup is entrusted with Europe's hopes of rivaling China and the United States in the field of artificial intelligence, and the latest round, which included investments from Cisco and others such as Nvidia and Lightspeed, are in line with this hope, bringing the Ai startup's total funding to over €1 billion.

In little over a year since its launch, Mistral has quickly won the trust of French giants Renault and BNP Paribas, specialising in the development of new generative AI models that can be used in a variety of industrial and commercial applications. In particular, in order to rival today's best-performing generative AI models, it has also released pre-trained and improved models under an open source licence, making them more efficient in terms of computing speed and energy consumption through more efficient network architectures and optimisation algorithms.

Among Mistral's late-stage projects, in addition to natural language processing, is the development of chatbots and virtual assistants capable of interacting with users in a natural and intuitive way, and the use of machine learning techniques to create predictive models that can help companies predict market trends, consumer behaviour and operational risks.

In its trio of aces, Cisco has included Cohere, a start-up committed to creating machine learning applications for businesses, including chatbot tools, and other productivity features. With the current investment of $450 million by Cisco and other major investors, Cohere has reached a valuation of $5 billion, Reuters reports.

Based in Toronto, it was founded in 2016 by Aidan Gomez and Nick Frosst, former Google Brain researchers. Gomez, in particular, co-authored the famous paper "Attention is All You Need," which introduced transformers, one of the main architectures used in modern artificial intelligence models.

The mission of the Canadian artificial intelligence start-up is to easily create and integrate Ai solutions for businesses by developing customised solutions, such as sentiment analysis, content generation, machine translation, advanced chatbots and other applications that improve efficiency in areas that often require highly specialised language or specific terminologies. In this sense, Cohere provides easy-to-use APIs (Application Programming Interfaces) that allow developers to integrate natural language processing capabilities into their applications, making it possible to access advanced natural language capabilities without the need for deep technical expertise in machine learning.