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Daniel Toczala

@dtoczala

Customer Success Manager and Technical Leader

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Long article on the more recent history of AI - and why it seemed to explode after having been a "backwater" for so long. Why the deep learning boom caught almost everyone by surprise (bit.ly/4hHNgtS). Interesting to know the history...


This is a bit odd, Amazon’s CEO defends return-to-office policy (bit.ly/3Z7aaUx) and says they are defending the culture. Most of the "culture" I have heard from AWS staff is that it is a "sweat shop". I guess you can't overwork people remotely....

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MIT research finds that Despite its impressive output, generative AI doesn’t have a coherent understanding of the world (bit.ly/3NZpBrn). They don't really understand the world, but they do have a great way of articulating things. They have their uses.


I know, the author sounds like an IBM fanboy, but a lot of the content in here is thought provoking. IBM Granite 3.0 Models Point The Way To Enterprise AI At Scale (bit.ly/4f5eAk9). Granite is more cost efficient and makes business models for some approaches a reality.


The AI hype train is at full roar... but an old friend of mine just finished up a CIO Insourcing project. (ibm.co/3UCP5yk). Rosalind and her folks just moved IT workload into consolidated data centers and saved IBM millions of dollars of real money. No hype - results.

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Data Centers for AI are so hungry that they require their own nuclear power plants. There's a punchline in here somewhere... Meta nuke powered AI data center (bit.ly/3UDrPQJ) gets stopped by discovery of rare bee species. Interesting trade offs being made in this space.


I've never been a big user of "mind maps", I find that they often take my focus and put it on connecting the boxes rather than connecting the concepts. However, I may take Shay's advice here and try this new approach to building mind maps (bit.ly/40wwzvu).


More than you ever wanted to know about timezones and calculating the time where you live. Learn about how Australia/Lord_Howe is the weirdest timezone (bit.ly/3AAmkLQ), and be glad that someone else deals with this and figures it out for us.

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When I began in Software Development, it was a solitary discipline, that few people understood. Now I find that SW development is more of a team sport, as described On Good Software Engineers (bit.ly/4ftkLhF), where teamwork is essential.


When I read Get Me Out Of Data Hell (bit.ly/3UujyyM), I just took some deep breaths and remembered some of the horrors that I have witnessed. Tools like Cloud Pak for Data can help here, but tools alone don't fix the problem. You need a commitment to managing your data


I find myself slowly coming back to the fundamentals of SW development, when I work with AI. The Part of PostgreSQL We Hate the Most (bit.ly/4fnvISx). MVCC has been around for a long time... I'm thinking of all of the ClearCase installations that I deployed...

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Saw this guide to Grokking Algoritms (bit.ly/3YtVk8L) and immediately went back to my old high school days when I learned about sort complexity, quicksort, binary sorts, hashes, and all of the common tools in the developer toolkit. This is a cool little guide.


Introducing SimpleQA (bit.ly/3UuMC9c), a new AI benchmark for frontier models. The results are not pretty. Less than 50% accuracy for any model, most are far worse than that. Maybe we should ask these models what a "stochastic parrot" is...

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I don't agree with everything in this post, I’m Now Terrified of AI, And You Should Be Too (bit.ly/40jxuzg), but I do like the points about the costs of Generative AI when associated with its reliability, and AI's inability to support mission critical computing jobs.

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Some interesting observations from an old friend on the new watsonx Granite models (bit.ly/3AhhXW4). Always interesting to see what Ramesh is doing and thinking about.


Saw this post from Bill Higgins (bit.ly/48zTub9), and read the article that this pointed to (bit.ly/3Aahx3c). It's a pretty cool little example of an open source co-pilot that ANYONE can build and use.

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This is a bit of a "hot take" on social media and the relative safety of children online. Some of the observations are a bit jarring, but they do drive home the authors points. Thanks to Ryan Anderson for pointing me towards this article on Age Gating (bit.ly/4hj5mSH)

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An interesting viewpoint and history on the journey to becoming a technical leader. The Path from Senior Engineer to CTO (bit.ly/4f1fNZi) has some good tips for people who think that they are prepared, both in terms of emotion and personality, and in technical experience

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A lot of our software infrastructure is based on open source technologies. How do we fund open source? (bit.ly/3BMSBji). How do we make sure that open source is secure? It's not just about paying people, it's about removing temptation to act in ways you wouldn't want.


Microsoft Azure CTO: US data centers will soon hit size limits (bit.ly/4dVoAeA). I think that people would be shocked if they knew the amount of money and energy that is routinely consumed for AI and cryptocurrency. It has a definite impact - and a definite cost

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