by | Dec 21, 2024 | Analytics, Artificial Intelligence, Data and Information, Decision Support
Investigating an early generative architecture and applying it to image generation from text inputRecently I was tasked with text-to-image synthesis using a conditional variational autoencoder (CVAE). Being one of the earlier generative structures, it has its...
by | Dec 21, 2024 | Analytics, Artificial Intelligence, Data and Information, Decision Support
Image by authorThe 80/20 problem of generative AI — a UX research insightWhen an LLM solves a task 80% correctly, that often only amounts to 20% of the user value.The Pareto principle says if you solve a problem 20% through, you get 80% of the value. The opposite...
by | Dec 21, 2024 | Analytics, Artificial Intelligence, Data and Information, Decision Support
Strategies from traditional index seek to AI based semantic search that every software engineer should know!Continue reading on Towards Data Science » Strategies from traditional index seek to AI based semantic search that every software engineer should know!Continue...
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...
