PinnedJonathan DavisinAI AdvancesHow to Choose a Foundation ModelAs the options for pre-trained models continually increase, there are key considerations that can dictate your choice6 min read·Nov 2, 2023--5--5
Jonathan DavisBoombox to GPU: The Power of PortableThe need for portability is advancing development of smaller state-of-the-art AI models3 min read·May 9, 2024----
Jonathan DavisUnderstanding Vector DatabasesThe growth of large language models has made vector databases a crucial part of the AI ecosystem6 min read·Feb 5, 2024--1--1
Jonathan DavisGoogle’s Gemini is competing with more than just ChatGPTGoogle’s timing in announcing their new AI model, Gemini, may be strategic marketing against the backdrop of OpenAI’s recent drama with Sam…2 min read·Dec 11, 2023----
Jonathan DavisUnderstanding Constitutional AIConstitutional AI provides a transparent method of reducing the toxicity and harmful behavior exhibited by generative language models7 min read·Nov 15, 2023----
Jonathan DavisUnderstanding Generative AI: A Leap to Language PredictionA conceptual understanding of Large Laguage Models, no maths or technical knowledge needed6 min read·Sep 2, 2023----
Jonathan DavisinGeek CultureAn AI’s Guide To UtilitarianismBenefitting humankind: A how-to guide for superintelligent AI10 min read·Jun 22, 2021----
Jonathan DavisinTowards Data ScienceUnderstanding Google’s Switch Transformer8 min read·Apr 30, 2021----
Jonathan DavisinTowards Data ScienceUnderstanding Mixed Precision TrainingMixed precision for training neural networks can reduce training time and memory requirements without affecting model performance.7 min read·Jan 28, 2021--3--3
Jonathan DavisinTowards Data ScienceStatistical Fallacies For Fighting PandemicsMisunderstood statistical concepts that can combat the spread of disease9 min read·Nov 19, 2020----