A decision tree is a popular type of predictive model used in analytics and gets its name from its resemblance to a tree structure. It consists of branches (decisions), nodes (questions), and leaves (outcomes). The root of the tree asks a question, and based on the answer (yes or no), you move up to the next node, and this continues until you reach a leaf, which provides the final decision or prediction.

It’s no secret Western nations are under-producing warfighting talent. We are overmatched in pure numbers by peer adversaries, and we are not meeting recruitment targets. The RAF are several hundred pilots short with complicated problems in the flying training system. The British Army and Royal Navy have a 5% shortfall in numbers and the US DoD is in double figure shortfall across their services.

Exploring Open Source LLMs in Defence and Government Sectors. As technology evolves, so does the necessity for robust, secure, and adaptable solutions in the defence and government sectors. Open source Large Language Models (LLMs) are proving to be invaluable assets. Here's why:

In the rapidly evolving world of technology, artificial intelligence (and particularly generative AI) often steals the spotlight, captivating our imaginations with its promise to revolutionise “every” aspect of our lives.