AI software agency founder | Helping businesses work smarter | EdTech veteran | 🤖❤️🤓

Dublin, Ireland
Joined January 2009
Ger O'Sullivan retweeted
AI closed 90% of your support tickets. you released 10 new features this month but barely have any usage metrics yet to validate them. what now? the bottleneck is now the organizational culture. most orgs are now sitting on an unexpected surplus of capacity, and don't know what to do with it yet. a lot of the software org culture is still based on "the old days", when work was slower, planning took weeks and development took months. so culture was optimized to do things as fast as possible, as close as possible to "right" on the first try. the immediate response from orgs to AI, in most cases, has been to keep the exact same approach and processes - just do the same thing, faster! the problem is planning can't catch up. work planned for the whole quarter is done by the first month, and planning for the next quarter is still half baked. a lot of people, myself included, have asked: "so... where is all the new software that AI is building?" I think this question is mostly answered by the fact that most organizations, so far, aren't producing much more software. they're just producing the same thing, faster. so the remaining time they are either wondering what's up, doing internal politics, or just cutting half the engineering team because it's "superfluous". the culture in software must adapt and switch mindsets. the edge is not anymore in producing the same with a smaller workforce. the edge is in leading the same workforce to produce MORE.
More interesting things happening in how AI is radically transforming things this month but now in tech hiring, very interesting
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Ger O'Sullivan retweeted
Almost 100% of the physical work that machines do wasn’t done by muscles before. It’ll be the same with mental work and AI.
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Google's NotebookLM deep dive on my open source app Learntime. Very impressive. It simplifies the complexity through an easy-to-understand back-and-forth between two (overly?) enthusiastic AI radio presenters. drive.google.com/file/d/1A5F…
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Ger O'Sullivan retweeted
Senior developers when prod goes down xitter.cf/O_Satisfying/status/17…
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Ger O'Sullivan retweeted
to tell if a maze is solvable, just hang it by its corners! The first maze stays in one piece, so there is no path from the entrance at the top to the exit at the bottom. The second maze splits apart along the solution.
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I've created Learntime, an app designed to transform students who struggle with study techniques into more effective learners. Leveraging scientifically proven methods, it enhances study habits and improves results. To ensure every student can benefit, I've made it open source.
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Ger O'Sullivan retweeted
We have come to learn a lot about how we learn, but students often rely on outdated study techniques. Here's the results of a large meta-analysis on learning. Skip highlighting, summarizing & rereading. Instead, practice, quiz & explain (AI can quiz you). journals.sagepub.com/stoken/…
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It's quite intriguing to see Anthropic joining the ranks of major Silicon Valley companies setting up shop in Ireland. Yet, it's surprising that despite such a notable presence, Claude still isn't accessible here. What is holding back its availability in our region?
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Ger O'Sullivan retweeted
Actions + generative UI is the next major evolution of AI apps. And Vercel just unlocked this for *everybody* with their AI SDK 3.0 update. We’re about to see an explosion of insane AI experiences. This AI stock bot shows where we’re headed.
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The "Ship of Theseus" article has been edited 1792 times since it was created in July of 2003. At present, 0% of the phrases in the original article (seen below) remain.
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Ger O'Sullivan retweeted
All roads lead to Rome A data visualization unveiling mobility patterns at a very large scale, created with routing algorithms on existing street infrastructure from the city to continent scale. These are 486,713 routes to Rome [Benedikt Groß: buff.ly/3ZIBSE2]
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Trump Newgrange golf course.
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Ger O'Sullivan retweeted
Red pill I've swallowed recently: Thinking Cost When I'm thinking about something -- there's trillions of other thoughts I could've had instead. The Human Brain Paradox: 1. Your brain is a supercomputer 2. Your brain can only have 1 thought at a time Every thought has Opportunity Cost. This is why toxic and dramatic people are dangerous. They hijack your supercomputers RAM with 1x thought loops. In the shower. On a walk. Lay in bed. Working out. With your kids. The cortisol thought gets admin access to the supercomputer. 1. This is terrible for your health 2. The biggest cost is the other thoughts you could be having instead When your supercomputer is busy with these nonsense 1x thoughts -- it can't run 10x thoughts like these: • "How long do I have left with my parents?" • "What career would make me happy?" • "Should I get that weird mole checked by a doctor?" • "Do I have a skill set that will be useful 5 years from now?" ----- The thinking cost problem is clear. The solutions are less clear. Some ideas I've found useful: 1. Design Environment The goal should be to design environment and social circles that prevent drama. Negative thought loops are downstream from dramatic people and events. Build firewalls. "Relentlessly prune bullshit" - Paul Graham "The 1st rule of handling conflict is don't hang around with people who are constantly engaging in conflict." - Naval 2. Close Loops When a Waiter is processing an order from a table, they have a super human ability to remember everything. As soon as the order is submitted to the kitchen, they struggle to recall it. This is the importance of closing loops. If drama has got past environmental design, the worst thing I've found is to leave the loop open. You're like the waiter repeating the order back to himself for days. Living life on a cliffhanger. The brain keeps replaying all the potential future outcomes. It's so boring -- and such a waste of critical mental oxygen. Get the order to the kitchen ASAP: Open a doc. Write out all thoughts. Design the strategy maze. Turn on Blitzkrieg mode until the problem is resolved. 3. Judo Throw In Judo, you use the other person's momentum against them. Whenever you catch yourself in a bullshit thought loop, use the momentum against itself. Ask: "What is the 10x thought loop I'm missing out on right now?" The beauty of the Judo Throw is you've turned Shit into Sugar. You use 1x thought loops momentum to create 10x thought loops. Whenever you catch yourself in a 1x thought loop -- you then immediately start pondering: "What is the 10x thought I'm missing out on right now?" ---- TLDR: The first rule of thinking cost is being aware of thinking cost as a concept. The second rule is realising your supercomputer is easy to hack with cortisol thought loops. The third rule is designing firewalls to prevent viruses from getting in. The fourth rule is to action all viruses as soon as they come in. Close the loop. The fifth rule is to use the viruses momentum against itself. When you notice the thought, use it as an alarm clock reminder to open up new 10x tabs.
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Just secured an apartment at the exclusive Cliffs of Moher development.
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Ger O'Sullivan retweeted
With many 🧩 dropping recently, a more complete picture is emerging of LLMs not as a chatbot, but the kernel process of a new Operating System. E.g. today it orchestrates: - Input & Output across modalities (text, audio, vision) - Code interpreter, ability to write & run programs - Browser / internet access - Embeddings database for files and internal memory storage & retrieval A lot of computing concepts carry over. Currently we have single-threaded execution running at ~10Hz (tok/s) and enjoy looking at the assembly-level execution traces stream by. Concepts from computer security carry over, with attacks, defenses and emerging vulnerabilities. I also like the nearest neighbor analogy of "Operating System" because the industry is starting to shape up similar: Windows, OS X, and Linux <-> GPT, PaLM, Claude, and Llama/Mistral(?:)). An OS comes with default apps but has an app store. Most apps can be adapted to multiple platforms. TLDR looking at LLMs as chatbots is the same as looking at early computers as calculators. We're seeing an emergence of a whole new computing paradigm, and it is very early.
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Did OpenAI take a cue from Scarlett Johansson in 'Her' when choosing the voice for Juniper? Sounds eerily familiar! 🤖🎙️ #OpenAI #JuniperVoice openai.com/blog/chatgpt-can-…
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Discovered the power of science-backed study techniques!🔬 If you're in #EdTech or know someone who could benefit, check out my articles. 📚 Don't miss insights on AI's role in learning—subscribe to my newsletter! 🤖 #AIinEducation #StudySmarterNotHarder articles.gerosullivan.com/p/…
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How to jump a car.
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“We cannot solve problems with the same thinking we used to create them.” – Albert Einstein
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Finished mural at Crowne Plaza Dundalk
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