Hello Human Intelligence, meet Complexity Crunch
R&A IT Strategy & Architecture
by gctwnl
3w ago
Just an announcement that the video of the 'fundamentals' part of my recent talks on essential insights on technology and psychology in relation to the digital revolution is now online on my YouTube channel ..read more
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Mastering ArchiMate 3.2 has been released (PDF version)
R&A IT Strategy & Architecture
by gctwnl
1M ago
Mastering ArchiMate 3.2 has been released. Finally. This post contains release information, and a link to the book's page where you can order the free excerpt (with the entire language description as well as a short BPMN primer) or the entire book (both PDF ..read more
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Can we break through the inertia that plagues IT-change?
R&A IT Strategy & Architecture
by gctwnl
2M ago
You’re on the Titanic. The engineers are shouting: “The bulkheads are too low! The rudder is too small! There aren’t enough life boats!”. The sailors mumble: “It has been cold, there will be many more icebergs than usual and further south”. The owners are pressing the captain: “You should be in New York in six days, we desperately need a record!”. And the captain thinks: “I have execution power. I can break through. I will be successful.” and orders: “Northerly course and full steam ahead!”.  Move fast and break things ..read more
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Like we don’t see air, we don’t see the Digital Revolution
R&A IT Strategy & Architecture
by gctwnl
2M ago
Fundamental properties of digital IT have set ons on a road not to a Singularity Point, but towards Complexity Crunch. That has consequences for our strategic (IT) choices and landscapes. A ‘long read’ (sorry) about lessons we can learn by now after half a century of Digital Revolution so far. Written as I have been giving talks about the subject this pas half year ..read more
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Generative AI doesn’t copy art, it ‘clones’ the artisans — cheaply
R&A IT Strategy & Architecture
by gctwnl
4M ago
The early machines at the beginning of the Industrial Revolution produced 'cheap' (in both meanings) products and it was the introduction of that 'cheap' category that was actually disruptive. In the same way, where 'cheap' is acceptable (and no: that isn't coding), GenAI may disrupt today. But there is a difference. Early machines were separate inventions creating a comparable product. GenAI is trained on the output of humans, their skill is 'cloned' and it is this 'cloned skill' that produces the 'comparable product'. GenAI is not 'copying art', it is 'cloning the artisan'. And our intellect ..read more
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No-IT. Really. No. I. T.
R&A IT Strategy & Architecture
by gctwnl
5M ago
What happens when your organisation suddenly loses all of its IT? There are enough realistic ways for that to happen. Think: a really successful ransomware attack. As it turns out, first turning ourselves into 'digital organisations', and then requiring a speedy recovery from 'digital armageddon' creates a weapons grade challenge. A story about 'Out-of-Systems', 'Out-of-Sync', and your 'Minimal Viable Organisation' (MVO), and a 'fix' that may only make matters worse ..read more
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When ChatGPT summarises, it actually does nothing of the kind.
R&A IT Strategy & Architecture
by gctwnl
6M ago
One of the use cases I thought was reasonable to expect from ChatGPT and Friends (LLMs) was summarising. It turns out I was wrong. What ChatGPT isn't summarising at all, it only looks like it. What it does is something else and that something else only becomes summarising in very specific circumstances ..read more
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Microsoft lays the limitations of ChatGPT and friends bare
R&A IT Strategy & Architecture
by gctwnl
8M ago
Microsoft researchers published a very informative paper on their pretty smart way to let GenAI do 'bad' things (i.e. 'jailbreaking'). They actually set two aspects of the fundamental operation of these models against each other ..read more
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Don’t forget all the things that a core team performs to a tee, but that you never see
R&A IT Strategy & Architecture
by gctwnl
8M ago
The third 'fragmentation wave' of the IT-revolution is upon us, it seems. Fragmentation is a repeated pattern in the IT-revolution, that has given us object oriented programming and agile/DevOps as solutions to managing complexity. Now, it is the organisation's turn to fragment. How strong is your mission, your 'why'? You might soon find out, thanks to IT ..read more
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Ain’t No Lie — The unsolvable(?) prejudice problem in ChatGPT and friends
R&A IT Strategy & Architecture
by gctwnl
9M ago
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 of LLMs may often only hide harmful behaviour, not remove it ..read more
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