Duncan AndersonExplainable AIWe need to understand why an AI has taken a decision, hence explainable AI. Do LLMs have it?11 min read·Feb 3, 2024--16--16
Duncan AndersoninBarnacle LabsUnlucky for some: 13 AI 🔮 predictions for 2024As we usher in 2024, I’m excited to share my Generative AI predictions for the year ahead. There’s 13 of them, so maybe I will be unlucky…12 min read·Dec 31, 2023--1--1
Duncan AndersoninBarnacle LabsWhy GPTs aren’t (yet) the new App StoreOpenAI just released GPTs, which are customised versions of ChatGPT.5 min read·Nov 13, 2023--4--4
Duncan AndersoninBarnacle LabsAn honest guide for innovators everywhereInnovation requires honesty and here I share some experiences and lessons from the trenches, slaying some big company myths in the process…10 min read·Oct 13, 2023--6--6
Duncan AndersoninBarnacle LabsNecessity is the mother of (GenAI) inventionA lot of innovation in the Generative AI space, especially with open source, is focused on making things smaller, cheaper, faster…6 min read·Aug 8, 2023----
Duncan AndersoninBarnacle LabsBeyond Data Hoovering: The Nuanced Reality of Training Large Language Models (LLMs)Training Large Language Models (LLMs) is an evolving science. In this post I set out to shed some light on what’s involved.20 min read·Jul 19, 2023--1--1
Duncan AndersoninBarnacle LabsHow green is your machine learning?There is much work to do in greening ML workloads, but many reasons to be optimistic about the ability to dramatically increase efficiency.9 min read·Jun 25, 2023----
Duncan AndersoninBarnacle LabsGPT-4 reasoningOne of the most impressive aspects of GPT-4 is its ability to reason. What does that mean for conversational systems and technology?9 min read·May 19, 2023----
Duncan AndersoninBarnacle LabsShould you be worried about information security in the age of7 min read·Apr 9, 2023----
Duncan AndersoninBarnacle LabsTraining a Large Language Model on your contentBy exploiting embeddings, vector stores and prompt templates, we can coerce models like ChatGPT to work on our own private content…10 min read·Mar 20, 2023--1--1
