Aggregated enterprise architecture wisdom
ChatGPT has acquired the functionality of recognising an arithmetic question and reacting to it with on-the-fly creating python code, executing it, and using it to generate the response. Gemini’s contains an interesting trick Google plays to improve be…
If we ask GPT to get us “that poem that compares the loved one to a summer’s day” we want it to produce the actual Shakespeare Sonnet 18, not some confabulation. And it does. It has memorised this part of the training data. This is both sought-after an…
I came across a 2 minute video where Ilya Sutskever — OpenAI’s chief scientist — explains why he thinks current ‘token-prediction’ large language models will be able to become superhuman intelligences. How? Just ask them to act like one.
Google’s Gemini has arrived. Google has produced videos, a blog, a technical background paper, and more. According to Google: “Gemini surpasses state-of-the-art performance on a range of benchmarks including text and coding.”
But hidden in the grand …
Should we be hopeful or scared about imminent machines that are as intelligent or more than humans? Surprisingly, this debate is even older than computers, and from the mathematician Ada Lovelace comes an interesting observation that is as valid now as…
After watching my talk that explains GPT in a non-technical way, someone asked GPT to write critically about its own lack of understanding. The result is illustrative, and useful. “Seeing is believing”, true, but “believing is seeing” as well.
How Does Enterprise Architecture Support Artificial Intelligence-Involved Digital Transformation in…
by Asif Qumer GillUniversity of Technology Sydney, Australia. Abstract The…
Unlocking the Synergy: How Artificial Intelligence and Enterprise Architecture Create…
We should stop labelling the wrong results of ChatGPT and friends (the ‘hallucinations’) as ‘errors’. Even Sam Altman — CEO of OpenAI — agrees, they are more ‘features’ than ‘bugs’ he has said. But why is that? And why should we not call them errors?
How to Architect and Deliver AI at Scale by Daniel…
On 10 October I gave an (enthusiastically received) explainer talk at the EABPM Conference Europe 2023, making clear what ChatGPT and friends actually do — addressing the technology in a non-technical but correct way — and what that means. That presentation fills the gap between the tech and the results. At the end you will understand what these models really do in a practical sense (so not the technical how) when they handle language, see not only how impressive they are, but also how the errors come to be (with a practical example), and what that means what we may expect from this technology in the future.