During our visit to Koç University, we had a productive discussion on game development. Levent Seçkin, our engineering director, provided useful tips to aspiring engineers.
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If you are in Houston later this week for the 2024 INFORMS Optimization Society Conference consider joining our session on Advanced Optimization Methods in Future Power and Energy Systems (3/23 at 4:30pm). We have a great lineup: Ján Drgoňa of PNNL will talk about "Neuromancer: Differentiable Programming Library for Data-driven Modeling and Control". Constance Crozier of Georgia Tech will talk about "Exploiting Observed Network Behavior for Accelerated Optimal Power Flow". Anna Scaglione of Cornell Tech will give a talk "On the coupling between the scheduling of electrified fleets of buses travel and charging and grid pricing". And I will talk about "Adaptive Prescriptions for Optimal Power Flow under Uncertainty". https://lnkd.in/g_8m3gTi
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Some numbers from the day: - 1.2 trillion tokens sent to the models - Over 300 hours of collective problem solving - Highest score was 75.6% - Avg. score was 61.3% - Cost and Quality were the metrics including (faithfulness, answer correctness, context relevancy, context recall, context precision, and cost efficiency) Measuring and benchmarking are critical for great systems engineer when incorporating LLMs and other new models!
Yesterday we hosted our annual hackathon during our Summer Summit. The goal for our 60 engineers was to create the most accurate RAG pipeline across a mass of documents, measured by a curated benchmark that took into account accuracy, cost, performance, etc. Any model was fair game, any RAG technique was fair game, any pipeline was fair game. Everyone had a great time and created great solutions with the real-time leader board constantly shifting. But despite the engineering prowess we have in-house and the use of the latest LLMs, no one achieved a perfect score on our benchmark. I was reminded that as various forms of machine learning and AI models mature we can't take our engineering hats off and pretend they're magic. They are wildly useful, nondeterministic, and sometimes make outlandish mistakes. Great systems engineering should include these models as part of many solutions. They are an incredible new tool in our toolbox, but until we achieve AGI they are only a tool, not the tool.
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"Lights, camera, action!" EMU's Amazon Prime Video's The College Tour episode is now live! Learn more about EMU through a firsthand glimpse into the dynamic experiences of 10 EMU students. #TruEMU To see the entire episode, visit https://true.mu/4c7SmM9.
Eastern Michigan University - TheCollegeTour.com
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Solving Puzzles in Production with Liora Friedberg: Liora Friedberg is a Production Engineer at Jane Street with a background in economics and computer science. In this episode, Liora and Ron discuss how production engineering blends high-stakes puzzle solving with thoughtful software engineering, as the people doing support build tools to make that support less necessary. They also discuss how Jane Street uses both tabletop simulation and hands-on exercises to train Production Engineers; what skills effective Production Engineers have in common; and how to create a culture where people aren’t blamed for making costly mistakes. You can find the transcript for this episode on our website. Some links to topics that came up in the discussion: * More about production engineering at Jane Street, including how to apply. * Notes on Site reliability engineering in the wider world. * Alarm fatigue and desensitization. * Jane Street’s 1950’s era serialization-format of choice, * Some games that Streeters have used for training people to respond to incidents.
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Annual Markov Chains Photo! 😊 Markov chains concluded last week with the in-class game of Chutes & Ladders (also known as Snakes & Ladders), where students collaborate (in teams) and compete (against other teams) to mathematically model this classic board game using Markovian analysis. The game is inspired by Thomas Sharkey’s lecture videos. On to the next chapter of ISE 540:338 (Probabilistic Models in Operations Research) at Rutgers University Industrial and Systems Engineering! 🚀
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About 3-4 decades ago the notion of having a 'mission' made its way into the world of schooling. Before that (and some of us are old enough to remember!), to be called a 'school' seemed to be enough for us to understand our purpose and, more or less, what to do each day. Today, as we have learned more and more about how learning happens, about how to maximize opportunities for learning, and understand better how we in schools must contribute to the many major global issues we as humanity face, a more precise mission has become essential. We at the GTC see 'mission' as a set of promises - promises we are making for today to our families, promises that we intend to keep. How do we know we are keeping them? We diligently measure our achievement of those promises. That is the most essential role of SCHOOL GOVERNANCE. Join us in practicing 'Measuring Your Mission. https://lnkd.in/giP7N2vE
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What do you think of this thesis, related to Cagan's feature versus product teams thinking: 1) in order to start a natural transition from a feature team to a product team the first thing that you should start doing is measuring impact of the changes you make in the most objective way possible. This will lead to a sequence of events that will - for the right reasons start a transition to a product team. Probably not a controversial statement - but, here's an interesting thought experiment: 2) could it also be that if you operate like a product team and start measuring properly a transition to a feature team follows - for the right reasons?
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It was an honour to be part of the judging panel for the Grid for Good university challenge. What tough competition! Chinemelum, Ikuni and Glory are deserving winners. The future is bright for these Generating Genius’. What is clear is that we need to champion all aspects of engineering careers. Without planning, procurement, commercial management, resource management, finance management, ICT and many more, the “nuts and bolts” wouldn’t make it off the design drawing. We also need to celebrate the many routes to engineering via diploma, apprenticeship, degree, masters, life experience. And where better to start than https://lnkd.in/eMqGRYVW? National Grid “You never know if you don’t try”.
📣 “You never know if you don’t try”, we couldn’t agree more! Here’s a few words from the winners of the Generating Genius University Engineering Challenge. These three bright sparks’ ideas were recognised with a ceremony at the House of Lords in February With access to work experience opportunities, we can’t wait to see what they’ll achieve next ⭐
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8moI wish to be there!