I'm unsatisfied with the world I live in, so I engineer like I'm running out of time. 42.

A Quiet Place.
Joined December 2014
MSc. in Chemical Engineering, University of Michigan. #GoBlue #MGoGrad
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WOHOO!!! We're back again #FCA2026!! 🚀 Call for Speakers: FlaskCon Africa 2026 is OPEN! 🎤 🐍Built something cool with Flask? Learned valuable technical lessons the hard way? Show us at flaskcon africa this year !!! Apply here: tally.so/r/9qkPRE
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Colab is now part of Google AI plans! Subscribers get priority access to faster accelerators and more powerful machines, Ultra users also get access to longer running background execution and Premium GPU access. Learn more here: developers.googleblog.com/co…
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Fresh perspective on building and scaling with Flask. Issue #3 of NewsFlask is out now. Dive into this month's breakdown 👇 flaskconafrica.substack.com/…
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📍 Passo Giau, Italy 🇮🇹
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We've been getting a lot of questions lately about how the Internet Archive digitizes books. The short answer: page by page, by hand. You may remember our viral 2021 video of Eliza Zhang scanning a book. That's still how we do it. Meet Eliza, and learn how we scan books: blog.archive.org/2021/02/09/…
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Join the FlaskCon Africa 2026 Crew We need volunteers for: 🎙️ Event coordination 📸 Media & documentation 🤝 Speaker & attendee support 📱 Social media coverage 🛠️ Technical support 📍 Lagos  |  Saturday, 21 November 2026 Click link to join our crew 👇 tally.so/r/wvW1NQ
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Richard Feynman (my father) divided perpetual motion machines into Perpetual Motion Machines of the First Kind, which violate the first law of thermodynamics (AKA conservation of energy), Perpetual Motion Machines of the Second Kind, which violate the second law of thermodynamics (entropy must increase), and Those Other Perpetual Motion Machines, which purport to get their energy from other laws of physics.    The Second Kind is rarer; the only example I'm familiar with is one that my dad showed me the plans for. Once in a while, someone would come to him with a perpetual motion machine prospectus and ask if it was a good investment. One of these was a machine that claimed to extract heat energy from the air and run a generator with it. They had built half the machine, which worked as far as they could test it, and were looking for gullible investors to pay for finishing it. By carefully going over the immensely complex plans, my father and I found a "heat exchanger" that was supposed to take warm freon and cool air, and produce hot freon and cold air. Naturally, this heat exchanger was in the as-yet unbuilt portion.  Those Other Perpetual Motion Machines get their energy from heretofore unknown physics, like cold fusion, vacuum fluctuations, or secret new physical laws that will be disclosed only on the payment of $1,000,000. These are worthy of much more serious physical investigation, since it is entirely concievable that someone will discover a new easy way of making energy.  Back around 1970, my father went to a public demonstration of one of Those Other Perpetual Motion Machines. He discovered an electric cord running out of the back of the machine, plugged into the wall. When he unplugged the machine and pointed out to the inventor that a perpetual motion machine that had to be plugged in wasn't really perpetual, the inventor pushed a button on the control panel and the machine exploded. Several spectators were severely injured; I believe one man lost an arm. The inventor sued my father on the grounds that he had caused the explosion; my father suspected that the explosion was deliberate. The trial ended up with my father not having to pay. Epistemic status: Childhood recollections, untainted by fact-checking. Originally an email from 1997.
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友人の子ども(15)から質問 子「サハラ砂漠って何も無いんだから、ソーラーパネルにすればよくない?」 私「それ検討した人いるよ」 子「マジで?どうなったの?」 私「世界のエネルギー需要の18倍を発電できる計算になった。でも、同時に恐ろしいことも分かったんだ」 子「なに?」 私「それはね…
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The harness has a very strong symbolic claim, when compared to other search algorithms as it aims to improve the models "search" result. That is @fchollet's argument. It would be unfair to just call it a tool or to focus on tool calling, while ignoring the rest of the harness.
I thought when a neural network (NN) is strongly coupled to a symbolic algorithm like tree search (TS) ie Monte Carlo (MC) TS, then it's neurosymbolic. However, if a NN extends it's capability by use of external tools, the tool isn't really part of it.
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Fortune is a PhD candidate at the University of Michigan's Allman Lab, pursuing a joint doctorate in Chemical Engineering and Scientific Computing. He's building methods to solve complex optimisation problems using constrained optimisation, network theory, and ML.
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Week 10 of Cohort 10 is here and our instructor has spent his career solving some of the hardest optimisation problems in engineering. Meet Fortune Adekogbe @fortsadek
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15 years ago, as a rabid atheist, I met a Greek Orthodox Christian at a function and we started to talk about religion (I have never met this person again). I told him that you had to be really stupid to hold any religious belief. I was a rational man, and couldn't come to believe in made up fairy tales. Religion was not falsifiable. It was all untestable claims about the universe with no value. To my surprise, he didn't argue, he didn't seem moved. He stated: "I agree". And upon gazing over my confused face for a second, he continued. "All religions are unfalsifiable, but one: Christianity" He then quoted the letter of St. Paul to the Romans, where St. Paul states that if Jesus didn't rise from the dead, we are worse than fools. And explained that the central claim of Christianity rests on a historical claim, not a metaphysical one. Amidst people over the centuries trying to distill Christianity to a moral set of teachings, a way of life, a philosophy, Christians keep insisting: well sure, you can do all of that. But we gather here because Christ rose from the dead. And if He didn't, we are worse than fools. I replied that I had to concede on his premise: this was a falsifiable claim. But it was also a false claim, obviously so. So we agreed on one more thing: they were all fools! Almost a decade later, I spent a long time - more than a year, looking deeply into the evidence for Christ's resurrection, I was convinced that by far, the hypothesis that best explained the totality of the facts was that The Word became flesh, and after his death by crucifixion, rose from the dead. It wasn't an easy psychological process because so much of my identity rested on being the smart rational guy that was above all the superstitious nonsense. And because it wasn't easy for me, I know it is not easy for most. Even for most of that year in which I looked at the evidence, it still all felt obviously false. The two things that flipped me the most were: 1) My realization that I was in a sense guilty of the circularity that I accused many religious people of: I *knew* a priori that the resurrection was impossible because well, it is impossible. By already assuming this explanation was out, every other was immediately better. But once I opened myself to the possibility that it could be true, however unlikely, it changed things completely for me 2) My realization that I had to look at the totality of evidence instead of expecting that each piece of evidence on its own would explain the whole thing. Funny enough I didn't apply this standard to anything else, but applied to the claim of the resurrection. It was a confusing time for me but I then decided that if that was true, I couldn't just sit idly and had to do something about it. This all happened around 6 years ago. And I am here to tell you that after 2,000 years, this crazy claim survives for a reason: it is true. And if it isn't, I am worse than a fool. Which you likely think I am, like I thought of that unnamed person whom I never met again. I don't talk about it often and as a rule of thumb don't argue about it woth anyone, because as I learned with my own experience going through it, the frame of mind matters. Something has to click (this is true for all big mental shifts, not just this one) Perhaps you are a recent follower of mine, and lost all respect for me now - as I would have done back then. But I pray to the Lord that at least for some of you, I can be the small crack that opens the dam of the truth for you. Know that Jesus Christ, God made flesh, loves you. And he offered himself in sacrifice for you.
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Africa’s AI community comes together again. 💚 🌾 Ìmọ̀ Wa – Our Shared Knowledge 🌾 Welcome to Deep Learning Indaba 2026 in Lagos, Nigeria. Delegates from across Africa and beyond are arriving, collecting their badges, reconnecting with old friends, and meeting new collaborators. Researchers, students, practitioners, entrepreneurs, policymakers, and innovators are gathering for a week of learning, collaboration, and shared purpose. Together, we’ll exchange ideas, build meaningful connections, and continue advancing AI for Africa. Welcome to Lagos. Welcome to Deep Learning Indaba 2026. #DLI2026 #indaba2026 #ÌmọWa #sovereignintelligence
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isn’t it a bit unethical ?
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Week 7 of TRI AI Saturdays Cohort 10 is a break week. And we think that's a milestone worth marking. We’re six weeks into the cohort. Halfway through. And what a first half it has been. Here's what the first half looked like:
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This is what it looks like when one of Africa's best Python minds @lazy_kcee takes the stage. FlaskCon Africa 2025 gave us talks that actually mattered. We're bringing that same energy this year!
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Remember when Minister Umahi dismissed journalist Laila Salami’s request for the environmental impact assessment for Coastal highway? Lagos is a sinking city & weak environmental governance accelerates this reality. When your government is led by an O-
Lagos is sinking and fast. Suffering severe floods, weakened infrastructure, and risky urban projects, the city could be underwater by 2100 if urgent action isn’t taken. Is Lagos doomed? Science says yes.
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The best way to understand a complex system is via edge cases and failure modes, because they define the contour of the system.
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Hi, everybody. I’m pleased to let you know that we’re going to release a lecture a week from my extensive tour archive, beginning this Sunday and then repeating every Sunday after that. This allows me to do something interesting and useful while I’m otherwise incapacitated. My health is such at the moment that I can’t really return to podcasting or public lecturing. But we recorded these with the express intention of preparing them for release, and we’ve all determined that this is a very good time to do that. So that’s what’s going to happen. I hope you find them useful and compelling. They’ll be particularly attractive to those of you who liked my early YouTube work that was very lecture focused. It’s a return to my roots, I suppose, in some ways. And I’m as happy as I can be under the current circumstances, given my ill health, to be participating in this process and to have these lectures prepared for release. Thanks a lot for your continued attention and support. - Dr. Jordan B. Peterson
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