by | Dec 20, 2024 | Analytics, Artificial Intelligence, Data and Information, Decision Support
LEC surpasses best in class models, like GPT-4o, by combining the efficiency of a ML classifier with the language understanding of an LLMImagine sitting in a boardroom, discussing the most transformative technology of our time — artificial intelligence — and realizing...
by | Dec 20, 2024 | Analytics, Artificial Intelligence, Data and Information, Decision Support
LLMs are great… if they can fit all of your dataPhoto by Christopher Burns on UnsplashOriginally published at https://blog.developer.bazaarvoice.com on October 28, 2024.IntroductionLarge language models are fantastic tools for unstructured text, but what if your text...
by | Dec 20, 2024 | Analytics, Artificial Intelligence, Data and Information, Decision Support
The Case for Predicting Full Probability Distributions in Decision-MakingSome people like hot coffee, some people like iced coffee, but no one likes lukewarm coffee. Yet, a simple model trained on coffee temperatures might predict that the next coffee served should...
by | Dec 20, 2024 | Analytics, Artificial Intelligence, Data and Information, Decision Support
Because thy neighbour mattersImage taken from unsplash.comFirst, let’s talk about where ranking comes into play. Ranking is a big deal in e-commerce and search applications — essentially, any scenario where you need to organize documents based on a query. It’s a...
by | Dec 20, 2024 | Analytics, Artificial Intelligence, Data and Information, Decision Support
Increasing growth and data complexities have made data deduplication even more relevantData duplication is still a problem for many organisations. Although data processing and storage systems have developed rapidly along with technological advances, the complexity of...
by | Dec 20, 2024 | Analytics, Artificial Intelligence, Data and Information, Decision Support
A novel approach for lightweight safety classification using pruned language modelsLeveraging the hidden state from an intermediate Transformer layer for efficient and robust content safety and prompt injection classificationImage by author and GPT-4o meant to...
