Aggregated enterprise architecture wisdom
Technology and data leaders are at a pivotal moment, being pressed to chart a path that capitalizes on new and emerging technology to drive meaningful business results. Learn how Forrester’s annual Technology and Innovation Summit North America can hel…
by Kimberley Hagerty Introduction In the fast-paced world of supply…
Thanks to Gary Marcus, I found out about this research paper. And boy, is this is both a clear illustration of a fundamental flaw at the heart of Generative AI, as well as uncovering a doubly problematic and potentially unsolvable problem: fine-tuning …
Sam Altman wants $7 trillion for AI chip manufacturing. Some call it an audacious ‘moonshot’. Grady Booch has remarked that such scaling requirements show that your architecture is wrong. Can we already say something about how large we have to scale cu…
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Generative AI (genAI) has become a boardroom topic, but the market has focused almost exclusively on large language models. The future of genAI is much bigger than question-and-answer-style chat. Architects must get involved, helping their organization…
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…
It is this time of year where I usually like to try and make seasonal specialties from other parts of the world. I’ve been exchanging recipes with my colleague George Lawrie. I’m not sure how anyone can really eat the mince pies he tells me are delicio…
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.
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 present…
The advent of generative AI brings immense potential for the technology to aid in areas of environmental sustainability efforts. This incudes measurement and reporting, research and revolution, and design and manufacturing, among others. Find out the d…