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Duncan Anderson

Explainable AI

We need to understand why an AI has taken a decision, hence explainable AI. Do LLMs have it?

Feb 3

Explainable AI

Feb 3

Published in
Barnacle Labs

Unlucky for some: 13 AI 🔮 predictions for 2024

As 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…

Dec 31, 2023

Unlucky for some: 13 AI 🔮 predictions for 2024

Dec 31, 2023

Published in
Barnacle Labs

Why GPTs aren’t (yet) the new App Store

OpenAI just released GPTs, which are customised versions of ChatGPT.

Nov 13, 2023

Why GPTs aren’t (yet) the new App Store

Nov 13, 2023

Published in
Barnacle Labs

An honest guide for innovators everywhere

Innovation requires honesty and here I share some experiences and lessons from the trenches, slaying some big company myths in the process…

Oct 13, 2023

An honest guide for innovators everywhere

Oct 13, 2023

Published in
Barnacle Labs

Necessity is the mother of (GenAI) invention

A lot of innovation in the Generative AI space, especially with open source, is focused on making things smaller, cheaper, faster…

Aug 8, 2023

Necessity is the mother of (GenAI) invention

Aug 8, 2023

Published in
Barnacle Labs

Beyond 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.

Jul 19, 2023

Image generated by Stable Diffusion

Jul 19, 2023

Published in
Barnacle Labs

How 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.

Jun 25, 2023

How green is your machine learning?

Jun 25, 2023

Published in
Barnacle Labs

GPT-4 reasoning

One of the most impressive aspects of GPT-4 is its ability to reason. What does that mean for conversational systems and technology?

May 19, 2023

GPT-4 reasoning

May 19, 2023

Published in
Barnacle Labs

Should you be worried about information security in the age of

Apr 9, 2023

Should you be worried about information security in the age of

Apr 9, 2023

Published in
Barnacle Labs

Training a Large Language Model on your content

By exploiting embeddings, vector stores and prompt templates, we can coerce models like ChatGPT to work on our own private content…

Mar 20, 2023

Training a Large Language Model on your content

Mar 20, 2023

Duncan Anderson

Duncan Anderson

Eclectic tastes, amateur at most things. Learning how to build a new startup. Former CTO for IBM Watson Europe.

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