Podcasts about BM

Editor's note: CuspAI raised a $100m Series A in September and is rumored to have reached a unicorn valuation. They have all-star advisors from Geoff Hinton to Yann Lecun and team of deep domain experts to tackle this next frontier in AI applications.In this episode, Max Welling traces the thread connecting quantum gravity, equivariant neural networks, diffusion models, and climate-focused materials discovery (yes, there is one!!!).We begin with a provocative framing: experiments as computation. Welling describes the idea of a “physics processing unit”—a world in which digital models and physical experiments work together, with nature itself acting as a kind of processor. It's a grounded but ambitious vision of AI for science: not replacing chemists, but accelerating them.Along the way, we discuss:* Why symmetry and equivariance matter in deep learning* The tradeoff between scale and inductive bias* The deep mathematical links between diffusion models and stochastic thermodynamics* Why materials—not software—may be the real bottleneck for AI and the energy transition* What it actually takes to build an AI-driven materials platformMax reflects on moving from curiosity-driven theoretical physics (including work with Gerard ‘t Hooft) toward impact-driven research in climate and energy. The result is a conversation about convergence: physics and machine learning, digital models and laboratory experiments, long-term ambition and incremental progress.Full Video EpisodeTimestamps* 00:00:00 – The Physics Processing Unit (PPU): Nature as the Ultimate Computer* Max introduces the idea of a Physics Processing Unit — using real-world experiments as computation.* 00:00:44 – From Quantum Gravity to AI for Materials* Brandon frames Max's career arc: VAE pioneer → equivariant GNNs → materials startup founder.* 00:01:34 – Curiosity vs Impact: How His Motivation Evolved* Max explains the shift from pure theoretical curiosity to climate-driven impact.* 00:02:43 – Why CaspAI Exists: Technology as Climate Strategy* Politics struggles; technology scales. Why materials innovation became the focus.* 00:03:39 – The Thread: Physics → Symmetry → Machine Learning* How gauge symmetry, group theory, and relativity informed equivariant neural networks.* 00:06:52 – AI for Science Is Exploding (Not Emerging)* The funding surge and why AI-for-Science feels like a new industrial era.* 00:07:53 – Why Now? The Two Catalysts Behind AI for Science* Protein folding, ML force fields, and the tipping point moment.* 00:10:12 – How Engineers Can Enter AI for Science* Practical pathways: curriculum, workshops, cross-disciplinary training.* 00:11:28 – Why Materials Matter More Than Software* The argument that everything—LLMs included—rests on materials innovation.* 00:13:02 – Materials as a Search Engine* The vision: automated exploration of chemical space like querying Google.* 01:14:48 – Inside CuspAI: The Platform Architecture* Generative models + multi-scale digital twin + experiment loop.* 00:21:17 – Automating Chemistry: Human-in-the-Loop First* Start manual → modular tools → agents → increasing autonomy.* 00:25:04 – Moonshots vs Incremental Wins* Balancing lighthouse materials with paid partnerships.* 00:26:22 – Why Breakthroughs Will Still Require Humans* Automation is vertical-specific and iterative.* 00:29:01 – What Is Equivariance (In Plain English)?* Symmetry in neural networks explained with the bottle example.* 00:30:01 – Why Not Just Use Data Augmentation?* The optimization trade-off between inductive bias and data scale.* 00:31:55 – Generative AI Meets Stochastic Thermodynamics* His upcoming book and the unification of diffusion models and physics.* 00:33:44 – When the Book Drops (ICLR?)TranscriptMax: I want to think of it as what I would call a physics processing unit, like a PPU, right? Which is you have digital processing units and then you have physics processing units. So it's basically nature doing computations for you. It's the fastest computer known, as possible even. It's a bit hard to program because you have to do all these experiments. Those are quite bulky, it's like a very large thing you have to do. But in a way it is a computation and that's the way I want to see it. You can do computations in a data center and then you can ask nature to do some computations. Your interface with nature is a bit more complicated. But then these things will have to seamlessly work together to get to a new material that you're interested in.[01:00:44:14 - 01:01:34:08]Brandon: Yeah, it's a pleasure to have Max Woehling as a guest today. Max has done so much over his career that I've been so excited about. If you're in the deep learning community, you probably know Max for his work on variational autocoders, which has literally stood the test of prime or officially stood the test of prime. If you are a scientist, you probably know him for his like, binary work on graph neural networks on equivariance. And if you're a material science, you probably know him about his new startup, CASPAI. Max has a long history doing lots of cool problems. You started in quantum gravity, which is I think very different than all of these other things you worked on. The first question for AI engineers and for scientists, what is the thread in how you think about problems? What is the thread in the type of things which excite you? And how do you decide what is the next big thing you want to work on?[01:01:34:08 - 01:02:41:13]Max: So it has actually evolved a lot. In my young days, let's breathe, I would just follow what I would find super interesting. I have kind of this sensor. I think many people have, but maybe not really sort of use very much, which is like, you get this feeling about getting very excited about some problem. Like it could be, what's inside of a black hole or what's at the boundary of the universe or what are quantum mechanics actually all about. And so I follow that basically throughout my career. But I have to say that as you get older, this changes a little bit in the sense that there's a new dimension coming to it and there's this impact. Going in two-dimensional quantum gravity, you pretty much guaranteed there's going to be no impact on what you do relative, maybe a few papers, but not in this world, this energy scale. As I get closer to retirement, which is fortunately still 10 years away or so, I do want to kind of make a positive impact in the world. And I got pretty worried about climate change.[01:02:43:15 - 01:03:19:11]Max: I think politics seems to have a hard time solving it, especially these days. And so I thought better work on it from the technology side. And that's why we started CaspAI. But there's also a lot of really interesting science problems in material science. And so it's kind of combining both the impact you can make with it as well as the interesting science. So it's sort of these two dimensions, like working on things which you feel there's like, well, there's something very deep going on here. And on the other hand, trying to build tools that can actually make a real impact in the world.[01:03:19:11 - 01:03:39:23]RJ: So the thread that when I look back, look at the different things that you worked out, some of them seem pretty connected, like the physics to equivariance and, yeah, and, uh, gravitational networks, maybe. And that seems to be somewhat related to Casp. Do you have a thread through there?[01:03:39:23 - 01:06:52:16]Max: Yeah. So physics is the thread. So having done, you know, spent a lot of time in theoretical physics, I think there is first very fundamental and exciting questions, like things that haven't actually been figured out in quantum gravity. So that is really the frontier. There's also a lot of mathematical tools that you can use, right? In, for instance, in particle physics, but also in general relativity, sort of symmetry space to play an enormously important role. And this goes all the way to gauge symmetries as well. And so applying these kinds of symmetries to, uh, machine learning was actually, you know, I thought of it as a very deep and interesting mathematical problem. I did this with Taco Cohen and Taco was the main driver behind this, went all the way from just simple, like rotational symmetries all the way to gauge symmetries on spheres and stuff like that. So, and, uh, Maurice Weiler, who's also here, um, when he was a PhD student, he was a very good student with me, you know, he wrote an entire book, which I can really recommend about the role of symmetries in AI and machine learning. So I find this a very deep and interesting problem. So more recently, so I've taken a sort of different path, which is the relationship between diffusion models and that field called stochastic thermodynamics. This is basically the thermodynamics, which is a theory of equilibrium. So but then formulated for out of equilibrium systems. And it turns out that the mathematics that we use for diffusion models, but even for reinforcement learning for Schrodinger bridges for MCMC sampling has the same mathematics as this theoretical, this physical theory of non-equilibrium systems. And that got me very excited. And actually, uh, when I taught a course in, um, Mauschenberg, uh, it is South Africa, close to Cape Town at the African Institute for Mathematical Sciences Ames. And I turned that into a book site. Two years later, the book was finished. I've sent it to the publisher. And this is about the deep relationship between free energy, diffusion models, basically generative AI and stochastic thermodynamics. So it's always some kind of, I don't know, I find physics very deep. I also think a lot about quantum mechanics and it's, it's, it's a completely weird theory that actually nobody really understands. And there's a very interesting story, which is maybe good to tell to connect sort of my PZ back to where I'm now. So I did my PZ with a Nobel Laureate, Gerard the toft. He says the most brilliant man I've ever met. He was never wrong about anything as long as I've seen him. And now he says quantum mechanics is wrong and he has a new theory of quantum mechanics. Nobody understands what he's saying, even though what he's writing down is not mathematically very complex, but he's trying to address this understandability, let's say of quantum mechanics head on. And I find it very courageous and I'm completely fascinated by it. So I'm also trying to think about, okay, can I actually understand quantum mechanics in a more mundane way? So that, you know, without all the weird multiverses and collapses and stuff like that. So the physics is always been the threat and I'm trying to apply the physics to the machine learning to build better algorithms.[01:06:52:16 - 01:07:05:15]Brandon: You are still very involved in understanding and understanding physics and the worlds. Yeah. And just like applications to machine learning or introducing no formalisms. That's really cool.[01:07:05:15 - 01:07:18:02]Max: Yes, I would say I'm not contributing much to physics, but I'm contributing to the interface between physics and science. And that's called AI for science or science or AI is kind of a super, it's actually a new discipline that's emerging.[01:07:18:02 - 01:07:18:19]Speaker 5: Yeah.[01:07:18:19 - 01:07:45:14]Max: And it's not just emerging, it's exploding, I would say. That's the better term because I know you go from investments into like in the hundreds of millions now in the billions. So there's now actually a startup by Jeff Bezos that is at 6.2 billion sheep round. Right. Insane. I guess it's the largest startup ever, I think. And that's in this field, AI for science. It tells you something that we are creating a new bubble here.[01:07:46:15 - 01:07:53:28]Brandon: So why do you think it is? What has changed that has motivated people to start working on AI for science type problems?[01:07:53:28 - 01:08:49:17]Max: So there's two reasons actually. One is that people have been applying sort of the new tools from AI to the sciences, which is quite natural. And there's of course, I think there's two big examples, protein folding is a big one. And the other one is machine learning forest fields or something called machine learning inter-atomic potentials. Both of them have been actually very successful. Both also had something to do with symmetries, which is a little cool. And sort of people in the AI sciences saw an opportunity to apply the tools that they had developed beyond advertised placement, right, or multimedia applications into something that could actually make a very positive impact in society like health, drug development, materials for the energy transition, carbon capture. These are all really cool, impactful applications.[01:08:50:19 - 01:09:42:14]Max: Despite that, the science and the kind of the is also very interesting. I would say the fact that these sort of these two fields are coming together and that we're now at the point that we can actually model these things effectively and move the needle on some of these sort of science sort of methodologies is also a very unique moment, I would say. People recognize that, okay, now we're at the cusp of something new, where it results whether the company is called after. We're at the cusp of something new. And of course that always creates a lot of energy. It's like, okay, there's something, it's like sort of virgin field. It's like nobody's green field. Nobody's been there. I can rush in and I can sort of start harvesting there, right? And I think that's also what's causing a lot of sort of enthusiasm in the fields.[01:09:42:14 - 01:10:12:18]RJ: If you're an AI engineer, basically if the people that listen to this podcast will be in the field, then you maybe don't have a strong science background. How does, but are excited. Most I would say most AI practitioners, BM engineers or scientists would consider themselves scientists and they have some background, a little bit of physics, a little bit of industry college, maybe even graduate school that have been working or are starting out. How does somebody who is not a scientist on a day-to-day basis, how do they get involved?[01:10:12:18 - 01:10:14:28]Max: Well, they can read my book once it's out.[01:10:16:07 - 01:11:05:24]Max: This is basically saying that there is more, we should create curricula that are on this interface. So I'm not sure there is, also we already have some universities actual courses you can take, maybe online courses you can take. These workshops where we are now are actually very good as well. And we should probably have more tutorials before the workshop starts. Actually we've, I've kind of proposed this at some point. It's like maybe first have an hour of a tutorial so that people can get new into the field. There's a lot out there. Most of it is of course inaccessible, but I would say we will create much more books and other contents that is more accessible, including this podcast I would say. So I think it will come. And these days you can watch videos and things. There's a huge amount of content you can go and see.[01:11:05:24 - 01:11:28:28]Brandon: So maybe a follow-up to that. How do people learn and get involved? But why should they get involved? I mean, we have a lot of people who are of our audience will be interested in AI engineering, but they may be looking for bigger impacts in the world. What opportunities does AI for science provide them to make an impact to change the world? That working in this the world of pure bits would not.[01:11:28:28 - 01:11:40:06]Max: So my view is that underlying almost everything is immaterial. So we are focusing a lot on LLMs now, which is kind of the software layer.[01:11:41:06 - 01:11:56:05]Max: I would say if you think very hard, underlying everything is immaterial. So underlying an LLM is a GPU, and underlying a GPU is a wafer on which we will have to deposit materials. Do we want to wait a little bit?[01:12:02:25 - 01:12:11:06]Max: Underlying everything is immaterial. So I was saying, you know, there's the LLM underlying the LLM is a GPU on which it runs. In order to make that GPU,[01:12:12:08 - 01:12:43:20]Max: you have to put materials down on a wafer and sort of shine on it with sort of EUV light in order to etch kind of the structures in. But that's now an actual material problem, because more or less we've reached the limits of scaling things down. And now we are trying to improve further by new materials. So that's a fundamental materials problem. We need to get through the energy transition fast if we don't want to kind of mess up this world. And so there is, for instance, batteries. That's a complete materials problem. There's fuel cells.[01:12:44:23 - 01:13:01:16]Max: There is solar panels. So that they can now make solar panels with new perovskite layers on top of the silicon layers that can capture, you know, theoretically up to 50% of the light, where now we're at, I don't know, maybe 22 or something. So these are huge changes all by material innovation.[01:13:02:21 - 01:13:47:15]Max: And yeah, I think wherever you go, you know, I can probably dig deep enough and then tell you, well, actually, the very foundation of what you're doing is a material problem. And so I think it's just very nice to work on this very, very foundation. And also because I think this is maybe also something that's happening now is we can start to search through this material space. This has never been the case, right? It's like scientists, the normal way of working is you read papers and then you come up with no hypothesis. You do an experiment and you learn, et cetera. So that's a very slow process. Now we can treat this as a search engine. Like we search the internet, we now search the space of all possible molecules, not just the ones that people have made or that they're in the universe, but all of them.[01:13:48:21 - 01:14:42:01]Max: And we can make this kind of fully automated. That's the hope, right? We can just type, it becomes a tool where you type what you want and something starts spinning and some experiments get going. And then, you know, outcome list of materials and then you look at it and say, maybe not. And then you refine your query a little bit. And you kind of do research with this search engine where a huge amount of computation and experimentation is happening, you know, somewhere far away in some lab or some data center or something like this. I find this a very, very promising view of how we can sort of build a much better sort of materials layer underneath almost everything. And also more sustainable materials. Our plastics are polluting the planet. If you come up with a plastic that kind of destroys itself, you know, after, I don't a few weeks, right? And actually becomes a fertilizer. These are things that are not impossible at all. These things can be done, right? And we should do it.[01:14:42:01 - 01:14:47:23]RJ: Can you tell us a little bit just generally about CUSBI and then I have a ton of questions.[01:14:47:23 - 01:14:48:15]Speaker 5: Yeah.[01:14:48:15 - 01:17:49:10]Max: So CUSBI started about 20 months ago and it was because I was worried about I'm still worried about climate change. And so I realized that in order to get, you know, to stay within two degrees, let's say, we would not only have to reduce our emissions to zero by 2050, but then, you know, another half century or even a century of removing carbon dioxide from the atmosphere, not by reducing your emissions, but actually removing it at a rate that's about half the rate that we now emit it. And that is a unsolved problem. But if we don't solve it, two degrees is not going to happen, right? It's going to be much more. And I don't think people quite understand how bad that can be, like four degrees, like very bad. So this technology needs to be developed. And so this was my and my co-founder, Chet Edwards, motivation to start this startup. And also because, you know, we saw the technology was ready, which is also very good. So if you're, you know, the time is right to do it. And yeah, so we now in the meanwhile, we've grown to about 40 people. We've kind of collected 130 million investment into the company, which is for a European company is quite a lot. I would say it's interesting that right after that, you know, other startups got even more. So that's kind of tells you how fast this is growing. But yeah, we are we are now at the we've built the platform, of course, but it's for a series of material classes and it needs to be constantly expanded to new material classes. And it can be more automated because, you know, we know putting LLMs in as the whole thing gets more and more automated. And now we're moving to sort of high throughput experimentation. So connecting the actual platform, which is computational, to the experiments so that you can get also get fast feedback from experiments. And I kind of think of experiments as something you do at the end, although that's what we've been doing so far. I want to think of it as what I would call a sort of a physics processing unit, like a PPU, right, which is you have digital processing units and then you have physics processing units. So it's basically nature doing computations for you. It's the fastest computer known as possible, even. It's a bit hard to program because you have to do all these experiments. Those are quite, quite bulky. It's like a very large thing you have to do. But in a way, it is a computation. And that's the way I want to see it. So I want to you can do computations in a data center and then you can ask nature to do some computations. Your interface with nature is a bit more complicated. But then these things will have to seamlessly work together to get to a new material that you're interested in. And that's the vision we have. We don't say super intelligence because I don't quite know what it means and I don't want to oversell it. But I do want to automate this process and give a very powerful tool in the hands of the chemists and the material scientists.[01:17:49:10 - 01:18:01:02]Brandon: That actually brings up a question I wanted to ask you. First of all, can you talk about your platform to like whatever degree, like explain kind of how it works and like what you your thought processes was in developing it?[01:18:01:02 - 01:20:47:22]Max: Yeah, I think it's been surprisingly, it's not rocket science, I would say. It's not rocket science in the sense of the design and basically the design that, you know, I wrote down at the very beginning. It's still more or less the design, although you add things like I wasn't thinking very much about multi-scale models and as the common are rated that actually multi-scale is very important. And the beginning, I wasn't thinking very much about self-driving labs. But now I think, you know, we are now at the stage we should be adding that. And so there is sort of bits and details that we're adding. But more or less, it's what you see in the slide decks here as well, which is there is a generative component that you have to train to generate candidates. And then there is a digital twin, multi-scale, multi-fidelity digital twin, which you walk through the steps of the ladder, you know, they do the cheap things first, you weed out everything that's obviously unuseful, and then you go to more and more expensive things later. And so you narrow things down to a small number. Those go into an experiment, you know, do the experiment, get feedback, etc. Now, things that also have been more recently added is sort of more agentic sort of parts. You know, we have agents that search the literature and come up with, you know, actually the chemical literature and come up with, you know, chemical suggestions for doing experiments. We have agents which sort of autonomously orchestrate all of the computations and the experiments that need to be done. You know, they're in various stages of maturity and they can be continuously improved, I would say. And so that's basically I don't think that part. There's rocket science, but, you know, the design of that thing is not like surprising. What is it's surprising hard to actually build it. Right. So that's that's the thing that is where the moat is in the data that you can get your hands on and the and actually building the platform. And I would say there's two people in particular I want to call out, which is Felix Hunker, who is actually, you know, building the scientific part of the platform and Sandra de Maria, who is building the sort of the skate that is kind of this the MLOps part of the platform. Yeah. And so and recently we also added sort of Aaron Walsh to our team, who is a very accomplished scientist from Imperial College. We're very happy about that. He's going to be a chief science officer. And we also have a partnerships team that sort of seeks out all the customers because I think this is one thing I find very important. In print, it's so complex to do to actually bring a material to the real world that you must do this, you know, in collaboration with sort of the domain experts, which are the companies typically. So we always we only start to invest in the direction if we find a good industrial partner to go on that journey with us.[01:20:47:22 - 01:20:55:12]Brandon: Makes a lot of sense. Over the evolution of the platform, did you find that you that human intervention, human,[01:20:56:18 - 01:21:17:01]Brandon: I guess you could start out with a pure, you could imagine two directions when you start up making everything purely automatic, automated, agentic, so on. And then later on, you like find that you need to have more human input and feedback different steps. Or maybe did you start out with having human feedback? You have lots of steps and then like kind of, yeah, figure out ways to remove, you know,[01:21:17:01 - 01:22:39:18]Max: that is the second one. So you build tools for you. So it's much more modular than you think. But it's like, we need these tools for this application. We need these tools. So you build all these tools, and then you go through a workflow actually in the beginning just manually. So you put them in a first this tool, then run this to them or this with sithery. So you put them in a workflow and then you figure out, oh, actually, you know, this this porous material that we are trying to make actually collapses if you shake it a bit. Okay, then you add a new tool that says test for stability. Right. Yeah. And so there's more and more tools. And then you build the agent, which could be a Bayesian optimizer, or it could be an actual other them, you know, maybe trained to be a good chemist that will then start to use all these tools in the right way in the right order. Yeah. Right. But in the beginning, it's like you as a chemist are putting the workflow together. And then you think about, okay, how am I going to automate this? Right. For one very easy question you can ask yourself is, you know, every time somebody who is not a super expert in DFT, yeah, and he wants to do a calculation has to go to somebody who knows DFT. And so could you start to automate that away, which is like, okay, make it so user friendly, so that you actually do the right DFT for the right problem and for the right length of time, and you can actually assess whether it's a good outcome, etc. So you start to automate smaller small pieces and bigger pieces, etc. And in the end, the whole thing is automated.[01:22:39:18 - 01:22:53:25]Brandon: So your philosophy is you want to provide a set of specific tools that make it so that the scientists making decisions are better informed and less so trying to create an automated process.[01:22:53:25 - 01:23:22:01]Max: I think it's this is sort of the same where you're saying because, yes, we want to automate, yeah, but we don't see something very soon where the chemists and the domain expert is out of the loop. Yeah, but it but it's a retreat, right? It's like, okay, so first, you need an expert to tell you precisely how to set the parameters of the DFT calculation. Okay, maybe we can take that out. We can maybe automate that, right? And so increasingly, more of these things are going to be removed.[01:23:22:01 - 01:23:22:19]Speaker 5: Yeah.[01:23:22:19 - 01:24:33:25]Max: In the end, the vision is it will be a search engine where you where somebody, a chemist will type things and we'll get candidates, but the chemist will still decide what is a good material and what is not a good material out of that list, right? And so the vision of a completely dark lab, where you can close the door and you just say, just, you know, find something interesting and then it will it will just figure out what's interesting and we'll figure out, you know, it's like, oh, I found this new material to blah, blah, blah, blah, right? That's not the vision I have. He's not for, you know, a long time. So for me, it's really empowering the domain experts that are sitting in the companies and in universities to be much faster in developing their materials. And I should say, it's also good to be a little humble at times, because it is very complicated, you know, to bring it to make it and to bring it into the real world. And there are people that are doing this for the entire lives. Yeah. Right. And it's like, I wonder if they scratch their head and say, well, you know, how are you going to completely automate that away, like in the next five years? I don't think that's going to happen at all.[01:24:35:01 - 01:24:39:24]Max: Yeah. So to me, it's an increasingly powerful tool in the hands of the chemists.[01:24:39:24 - 01:25:04:02]RJ: I have a question. You've talked before about getting people interested based on having, you know, sort of a big breakthrough in materials, incremental change. I'm curious what you think about the platform you have now in are sort of stepping towards and how are you chasing the big change or is this like incremental or is there they're not mutually exclusive, obviously, but what do you think about that?[01:25:04:02 - 01:26:04:27]Max: We follow a mixed strategy. So we are definitely going after a big material. Again, we do this with a partner. I'm not going to disclose precisely what it is, but we have our own kind of long term goal. You could call it lighthouse or, you know, sort of moonshot or whatever, but it is going to be a really impactful material that we want to develop as a proof point that it can be done and that it will make it into the into the real world and that AI was essential in actually making it happen. At the same time, we also are quite happy to work with companies that have more modest goals. Like I would say one is a very deep partnership where you go on a journey with a company and that's a long term commitment together. And the other one is like somebody says, I knew I need a force field. Can you help me train this force field and then maybe analyze this particular problem for me? And I'll pay you a bunch of money for that. And then maybe after that we'll see. And that's fine too. Right. But we prefer, you know, the deep partnerships where we can really change something for the good.[01:26:04:27 - 01:26:22:02]RJ: Yeah. And do you feel like from a platform standpoint you're ready for that or what are the things that and again, not asking you to disclose proprietary secret sauce, but what are the things generally speaking that need to happen from where we are to where to get those big breakthroughs?[01:26:22:02 - 01:28:40:01]Max: What I find interesting about this field is that every time you build something, it's actually immediately useful. Right. And so unlike quantum computing, which or nuclear fusion, so you work for 20, 30, 40 years and nothing, nothing, nothing, nothing. And then it has to happen. Right. And when it happens, it's huge. So it's quite different here because every time you introduce, so you go to a customer and you say, so what do you need? Right. So we work, let's say, on a problem like a water filtration. We want to remove PFAS from water. Right. So we do this with a company, Camira. So they are a deep partner for us. Right. So we on a journey together. I think that the breakthrough will happen with a lot of human in the loop because there is the chemists who have a whole lot more knowledge of their field and it's us who will help them with training, having a new message. And in that kind of interface, these interactions, something beautiful will happen and that will have to happen first before this field will really take off, I think. And so in the sense that it's not a bubble, let's put it that way. So that's people see that as actual real what's happening. So in the beginning, it will be very, you know, with a lot of humans in the loop, I would say, and I would I would hope we will have this new sort of breakthrough material before, you know, everything is completely automated because that will take a while. And also it is very vertical specific. So it's like completely automating something for problem A, you know, you can probably achieve it, but then you'll sort of have to start over again for problem B because, you know, your experimental setup looks very different in the machines that you characterize your materials look very different. Even the models in your platform will have to be retrained and fine tuned to the new class. So every time, you know, you have a lot of learnings to transfer, but also, you know, the problems are actually different. And so, yes, I would want that breakthrough material before it's completely automated, which I think is kind of a long term vision. And I would say every time you move to something new, you'll have to start retraining and humans will have to come in again and say, okay, so what does this problem look like? And now sort of, you know, point the the machine again, you know, in the new direction and then and then use it again.[01:28:40:01 - 01:28:47:17]RJ: For the non-scientists among us, me included a bit of a scientist. There's a lot of terminology. You mentioned DFT,[01:28:49:00 - 01:29:01:11]RJ: you equivariance we've talked about. Can you sort of explain in engineering terms or the level of sophistication and engineering? Well, how what is equivariance?[01:29:01:11 - 01:29:55:01]Max: So equivariance is the infusion of symmetry in neural networks. So if I build a neural network, let's say that needs to recognize this bottle, right, and then I rotate the bottle, it will then actually have to completely start again because it has no idea that the rotated bottle. Well, actually, the input that represents a rotated bottle is actually rotated bottle. It just doesn't understand that. Right. If you build equivariance in basically once you've trained it in one orientation, it will understand it in any other orientation. So that means you need a lot less data to train these models. And these are constraints on the weights of the model. So so basically you have to constrain the way such data to understand it. And you can build it in, you can hard code it in. And yeah, this the symmetry groups can be, you know, translations, rotations, but also permutations. I can graph neural network, their permutations and then physics, of course, as many more of these groups.[01:29:55:01 - 01:30:01:08]RJ: To pray devil's advocate, why not just use data augmentation by your bottle is in all the different orientations?[01:30:01:08 - 01:30:58:23]Max: As an option, it's just not exact. It's like, why would you go through the work of doing all that? Where you would really need an infinite number of augmentations to get it completely right. Where you can also hard code it in. Now, I have to say sometimes actually data augmentation works even better than hard coding the equivariance in. And this is something to do with the fact that if you constrain the optimization, the weights before the optimization starts, the optimization surface or objective becomes more complicated. And so it's harder to find good minima. So there is also a complicated interplay, I think, between the optimization process and these constraints you put in your network. And so, yeah, you'll hear kind of contradicting claims in this field. Like some people and for certain applications, it works just better than not doing it. And sometimes you hear other people, if you have a lot of data and you can do data augmentation, then actually it's easier to optimize them and it actually works better than putting the equivariance in.[01:30:58:23 - 01:31:07:16]Brandon: Do you think there's kind of a bitter lesson for mathematically founded models and strategies for doing deep learning?[01:31:07:16 - 01:31:46:06]Max: Yeah, ultimately it's a trade-off between data and inductive bias. So if your inductive bias is not perfectly correct, you have to be careful because you put a ceiling to what you can do. But if you know the symmetry is there, it's hard to imagine there isn't a way to actually leverage it. But yeah, so there is a bitter lesson. And one of the bitter lessons is you should always make sure your architecture is scale, unless you have a tiny data set, in which case it doesn't matter. But if you, you know, the same bitter lessons or lessons that you can draw in LLM space are eventually going to be true in this space as well, I think.[01:31:47:10 - 01:31:55:01]RJ: Can you talk a little bit about your upcoming book and tell the listeners, like, what's exciting about it? Yeah, I should read it.[01:31:55:01 - 01:33:42:20]Max: So this book is about, it's called Generative AI and Stochastic Thermodynamics. It basically lays bare the fact that the mathematics that goes into both generative AI, which is the technology to generate images and videos, and this field of non-equilibrium statistical mechanics, which are systems of molecules that are just moving around and relaxing to the ground state, or that you can control to have certain, you know, be in a certain state, the mathematics of these two is actually identical. And so that's fascinating. And in fact, what's interesting is that Jeff Hinton and Radford Neal already wrote down the variational free energy for machine learning a long time ago. And there's also Carl Friston's work on free energy principle and active entrance. But now we've related it to this very new field in physics, which is called stochastic thermodynamics or non-equilibrium thermodynamics, which has its own very interesting theorems, like fluctuation theorems, which we don't typically talk about, but we can learn a lot from. And I think it's just it can sort of now start to cross fertilize. When we see that these things are actually the same, we can, like we did for symmetries, we can now look at this new theory that's out there, developed by these very smart physicists, and say, okay, what can we take from here that will make our algorithms better? At the same time, we can use our models to now help the scientists do better science. And so it becomes a beautiful cross-fertilization between these two fields. The book is rather technical, I would say. And it takes all sorts of things that have been done as stochastic thermodynamics, and all sorts of models that have been done in the machine learning literature, and it basically equates them to each other. And I think hopefully that sense of unification will be revealing to people.[01:33:42:20 - 01:33:44:05]RJ: Wait, and when is it out?[01:33:44:05 - 01:33:56:09]Max: Well, it depends on the publisher now. But I hope in April, I'm going to give a keynote at ICLR. And it would be very nice if they have this book in my hand. But you know, it's hard to control these kind of timelines.[01:33:56:09 - 01:33:58:19]RJ: Yeah, I'm looking forward to it. Great.[01:33:58:19 - 01:33:59:25]Max: Thank you very much. This is a public episode. If you'd like to discuss this with other subscribers or get access to bonus episodes, visit www.latent.space/subscribe

New Partner LESSON WITH YOU We're excited to announce our partnership with Lesson With You, a trusted global music education provider offering live, one-to-one online lessons in 24 instruments and voice for students of all ages. Their 60+ expert instructors hold advanced degrees from top music schools, are fully background-checked, and teach only their primary instrument. To celebrate, we're offering all our followers/listeners a free 30-minute online lesson with a professional instructor—perfect for jump-starting progress, refreshing technique, or exploring a new instrument from home. Try your free, no-obligation lesson today!ABOUT THIS EPISODEOpera is a dramatic reflection of love and relationships.Valentine's Day can be celebrated in various ways, including self-love.Toxic relationships in opera mirror real-life dynamics.Carmen and Don Jose's relationship highlights obsession disguised as love.Tosca and Cavaradossi's love is complicated by political turmoil.Butterfly and Pinkerton's relationship showcases colonial delusion.Self-love is crucial for artists and individuals alike.Recognizing and celebrating small wins is important.Buying your own flowers is a form of self-care.Opera tells the truth about love and relationships loudly.   Host Bri Cooper Shop Harbour for the Arts™ NEW SPONSOR ALERT! Bonheur Jewelry Thanks to our partners at THRIVE MARKET! Join today and get 30% off your first order as well as a gift up to $60. Visit www.thrivemarket.com/bricoopermezzo What's up! https://linktr.ee/harbourforthearts Email: Harbourforthearts@gmail.com Instagram Harbour for the Arts Instagram Bri Cooper, Mezzo Soprano, MBA, BM (@bricooper.mezzosoprano) • Instagram photos and videos Spotify Playlists Harbour for the Arts Tik Tok Bri Cooper Mezzo Soprano SHOPPING Shop my merch!Harbour for the Arts™ Need a part-time job! Try Reflex app for retail assignments; use my referral code bcooper621 https://workreflex.com/?code=BCOOPER621 Use my Rakuten Code

Sean McDaniel is currently the drummer for Chess on Broadway.  He also played Smash, Cabaret, Some Like It Hot, Frozen, The Book Of Mormon, Spamalot, Violet, La Cage Aux Folles, and Nine To Five on Broadway.  Off-Broadway he originated Hamilton. Sean can be seen and heard in Lin-Manuel Miranda's Tick Tick Boom.  He has played all over the country with American Idol Runner-Up Clay Aiken.  Other performances include Sutton Foster, Barry Manilow, Audra McDonald, Jennifer Hudson, Sting, Dolly Parton, Idina Menzel, Tituss Burgess, Jane Lynch, and the Tony Awards. Sean earned his BM at University of North Texas and his MFA at New York University. He is endorsed by DW, Evans, Vic Firth, and Sabian.  In this episode, Sean talks about: Not just playing to serve the song, but playing to serve the drama The importance of getting some live playing experience you can then bring into a musical theatre show  The huge variety of playing experience he got at North Texas The common thread among great Broadway drummers/drumming Playing for the Tony Awards Finding ways to love the process, not just the product ⁠⁠⁠Here's our Patreon⁠⁠⁠ ⁠⁠⁠Here's our Youtube⁠⁠⁠ ⁠⁠⁠Here's our Homepage

ABD Başkanlarından, NATO Genel Sekreterine, BM yetkililerine, kraliyet ailesi mensuplarıyla güç çevreleriyle aynı anda temas kurabilecek güçte olan Jeffrey Epstien kim ve kurduğu ilişkiler ne anlama geliyor? Yozlaşmış, korkunç suçlar işlemiş pedofil bir finansçı mı, kurduğu ağın siyasi boyutları var mı? ABD Adalet Bakanlığı'nın yayınladığı 3 milyon sayfalık Epstein belgesi yeniden yargılamanın yolunu açar mı? Bu belgeler Trump'ın azledilmesine kapı aralar mı? Açık Oturum'da Yunus Emre Erdölen, Can Ertuna ve Çağla Üren, Göksel Göksu'nun sorularını yanıtlıyor. Learn more about your ad choices. Visit megaphone.fm/adchoices

How does a regional retailer scale to 86 stores in 7 years? We go on-site at BM's La Finca flagship in Madrid with Regional Director José to uncover the "Anti-Commodity" playbook that is redefining grocery retail in Spain.In this episode, we explore:The 4 Pillars of BM: Why Fresh, Assortment, Service, and CX are non-negotiable.The 10,000 SKU Secret: How to offer "Full Basket" convenience in a proximity format.Fresh as a Driver: Why fresh food accounts for $50%$ of sales and how they scale craft.Local Sourcing KPIs: Moving beyond marketing to create real impact for producers.Retail Tech: The virtual wine recommender and digital assist tools that actually work.About the Guest:José is the Regional Director (Madrid) and Executive Committee member at BM. With a 10-year background at Lidl, he brings a unique perspective on blending discount efficiency with premium service levels.

A nuanced discussion on Black History Month: celebrating identity year-roundMarian Anderson's historic concert and its ongoing legacy of racial segregationThe love-hate relationship with Porgy and Bess among Black singersThe disparities in how Black performers are treated and typecast in operaPersonal stories of navigating privilege, entitlement, and representationThe significance of Black composers and diversifying opera programmingReflections on roles, racial stereotypes, and expanding narratives in performanceSupportive messages on community, connection, and small acts of kindness Host Bri Cooper Shop Harbour for the Arts™ NEW SPONSOR ALERT! Bonheur Jewelry Thanks to our partners at THRIVE MARKET! Join today and get 30% off your first order as well as a gift up to $60. Visit www.thrivemarket.com/bricoopermezzo What's up! https://linktr.ee/harbourforthearts Email: Harbourforthearts@gmail.com Instagram Harbour for the Arts Instagram Bri Cooper, Mezzo Soprano, MBA, BM (@bricooper.mezzosoprano) • Instagram photos and videos Spotify Playlists Harbour for the Arts Tik Tok Bri Cooper Mezzo Soprano SHOPPING Shop my merch!Harbour for the Arts™ Need a part-time job! Try Reflex app for retail assignments; use my referral code bcooper621 https://workreflex.com/?code=BCOOPER621 Use my Rakuten Code

Haftalık programında Fatma İnce ve Mert Büyükkarabacak geçtiğimiz haftanın politik gelişmelerini değerlendiriyor:→ Laik Türkler Colani'yi neden seviyor?→ Çin'de askeri kademede değişikler → İran'da savaş kapıda mı?→ Suriye'de anlaşmayı nasıl okumalı?→ İBB için seçim olur mu?→ Açlık sınırı 31 bin tl, asgari ücret 28 bin!→ Migros ve BİM'de direniş→ Enflasyonun sorumlusu berberler mi?

! Turn On - Choon In - Zig Zag ! - ! What's Past - Is Prologue ! ! !   Callin'  ALL  The  Boom Booms  &  The Zoom Zooms   ! ! . . .   GROUND  DOWN  TO  THE  REAL UNDERGROUND   . . . * * *  GROOVIN'  BLUE   26 - 01 * * * Groovin' Blue is dedicated to Sunny "Sweet Daddy Fonk" Wong.  1.  (4:33)  WAGRadio GB 26 - 01 Intro - Produced by WAGRadio Vinyl Librarian William "Fats Is Back" Reiter (formerly CKLG-FM 96.9 Boss Jock - 'Bill Reiter - The All-Niter') 2.  (6:43)  "I Shall Not Be Moved (DJZigZag EdiT of the DJSpen & Gary Hudgins Stand Still Remix)" - UNDERGROUND MINISTRIES, KENNY BOBIEN, DJ SPEN, GARY HUDGINS [Quantize Recordings] 2020 3.  (2:52)  "I Dey For You (DJZigZag EdiT)" - KOFI BLACK [The Feature Presentation Studios] 4.  (4:03)  "Goin Higher (DJZigZag Get Up Off EdiT)" - VAY [Steller Beats] 5.  (  :18)  DJZigZag Sheet Id 6.  (4:29)  "Fly Rob Fly (DJZigZag Re-Dress EdiT)" - TONY DISCO [Discoweey] 7.  (7:00)  "Games" - BOBBY WOMACK [Beverly Glen Music Lp No. BG 10000 "The Poet"]1981 Prod./Arr. Bobby Womack Exec. Prod. Otis Smith - James Gadson (dm), Bobby Womack, David T. Walker (gtr), Dorothy Ashby (hrp), Dale Ramsey, Patrick Moten (kybds), Eddie Bongo Brown, Paulinho De Costa (perc), David Shields, Nathan East (bs) 8.  (3:17)  "Black Latin (DJZigZag EdiT of the Kev Cee Latin Vamp Mix)" -SHINO BLACKK, KEVIN O, COREY HOLMES [New Generation] 9.  (2:27)  "Watermelon Man" - MONGO SANTAMARIA [Battle Lp No. BM 6120] 1963 10.(  :18)  "He's Got Vinyl In His Room" Segue 11.(2:52)  "But Officer" - SONNY KNIGHT [Aladdin Records 45rpm No. 45-3357] 1957 12.(  :15)  WAGRadio Uni Fit Sex 2016 Music Id 13.(3:35)  "L'Amour A La Plage" - TARA MISU [Djbuzz] France 14.(5:08)  "Distant Planet (DJZigZag EdiT)" - FAM Disco [Groove Culture] 15.(3:36)  "Help Me Find My Drawls" - TONIO ARMANI [Death Row] 16.(3:11)  No More Doggin'" - ROSCOE GORDON [Vee Jay Records 45 rpm No. VJ316] 1959 17.(  :23)  WAGRadio 2015 Music Segue 12A 18.(4:48)  "Deh Yeh (DJZigZag Kum Ko Rek Bunny Air Snipped EdiT)" - GYPTIAN, COLLIE BUDDZ, RICKY BLAZE [Incoming Promos] 2020 19.(  :42)  WAGRadio 2015 Ratchet Co. Id 5 20.(3:25)  "Take Over Town" - BUNJI GARLIN [Trinidad Tobago Carnival] 2015 Trinidad Tobago 21.(5:16)  "I Wanna Know (DJZigZag EdiT of the Kaida Tatham Remix)" - ALEX ATTIAS, GEORGIA ANNE MULDROW, KID K. [Visions] 22.(4:18)  "Those Funky Visions (DJZigZag EdiT of The Streaming Mix)" - VITOLINO BELLISARIO [Irma Records] 23.(7:28)  "Momma Groove (Jimpsters Hip Replacement Mix)" - OSUNLADE [Freerange] 24.(  :07)  GB Nu End      

ABD'nin Venezuela Devlet Başkanı Maduro'yu karmaşık ilişki ağları zemininde ülkesinden kaçırıp tutuklamasından sonra uluslararası ilişkilerde kurallara dayalı sistemin çöktüğü yönündeki ifadeleri daha çok duymaya başladık. Kurallara dayalı sistem ile İkinci Dünya Savaşı'ndan sonra kurulan Avrupa ve ABD eksenli yapı kastediliyor. Başta BM olmak üzere uluslararası kurumlar kurallara dayalı sistemin unsurlarıydı. Gazze'ye yönelik tarihte eşi benzeri görülmemiş saldırılardan sonra adlarını çokça duyduğumuz Uluslararası Adalet Divanı ve Uluslararası Ceza Mahkemesi gibi kurumlar da kurallara dayalı sistemin unsurlarıdır. Bu sistem kuruluş ayarlarından dolayı Avrupa ve ABD merkezli olarak işliyordu fakat ilk defa Siyonistlerin bütün insanlığı dehşete düşüren soykırım suçlarından sonra Avrupa ülkeleri açısından sistemin işlemez hâle geldiği anlaşıldı.

Émission du 28 janvier 2026Une histoire des musiques électroniques en région lyonnaise dans les années 1990.A l'origine de ce documentaire radiophonique, une exposition organisée en 2025 à la bibliothèque de la Part-Dieu à Lyon : "Entre rave et réalité, les musiques électroniques à Lyon dans les années 90". Une exposition où il est donc beaucoup question de musiques et de fêtes, une idée que l'on a voulu transposer à la radio.On vous propose donc un peu plus d'une heure d'émission avec deux des commissaires de l'exposition mais aussi avec beaucoup de voix qui ont contribué dans les années 90 à faire de Lyon une place forte des musiques électroniques en même temps que le laboratoire répressif qui les visait.Il est donc question de Techno, de House, de raves, de disquaires, de flics, de drogues, de flyers et évidemment comme souvent, de radio.Avec les voix de Cyrille Michaud et Juliet Abric, commissaire de l'expo de la BM de la Part-Dieu, DJ Sillah, Dalton le disquaire, Christophe Lyard, Marc Twins et Patrice Moore organisateurs de rave et DJ, Anthony Beauchet pour la réduction des risques, Yann Sibile grand raveurz de l'époque. Avec plus particulièrement et plus longuement, Denis Chobelet bricoleur de flyers et photographe, Chuck organisateur pirate endetté, et Olivier, DJ, disquaire et animateur radio du shop Unité Centrale. Bande son :Cybotron - Clear -1983MTC - Check your sound - 1991Jaydee Plastic Dreams -1992Lhassa - The Attic - 1990Bruno Sanchioni and Giuseppe Cherchia - The Age of love - 1990Underground resistance - Interstellar Fugitives - Chameleon '' Zero Is My Country - 1995Digital Boy - Ok Alright - 1990Robert Hood - Nighttime world - 1995Laurent Garnier - Shapes under water - 1994Jeff Mills - Wrath of the punisher - 1994Green Velvet - Flash - 1995Daft Punk - Teachers - 1997Laurent Garnier - Crispy bacon - 1997T. Raumschmiere feat Miss Kittin - The game is not over - 2003Une émission réalisée par LuigiImage : Affiche réalisée pour l'exposition "entre rave et réalité" à la BM de la Part-Dieu (du 2 avril au 31 octobre 2025)

 Opera is not dying; it's just gated and exclusive.Setting personal goals is essential for growth and success.Opera should be accessible to everyone, not just the elite.Community engagement is vital for the survival of the arts.Fashion and storytelling play a significant role in the opera experience.Breaking down barriers can make opera more inviting.The arts provide a space for reflection and detachment from reality.Inclusivity in opera can lead to a thriving cultural scene.Artists are shifting the culture by bringing opera to new spaces.Opera is evolving and waiting for the right energy and audience.   Host Bri Cooper Shop Harbour for the Arts™ NEW SPONSOR ALERT! Bonheur Jewelry Thanks to our partners at THRIVE MARKET! Join today and get 30% off your first order as well as a gift up to $60. Visit www.thrivemarket.com/bricoopermezzo What's up! https://linktr.ee/harbourforthearts Email: Harbourforthearts@gmail.com Instagram Harbour for the Arts Instagram Bri Cooper, Mezzo Soprano, MBA, BM (@bricooper.mezzosoprano) • Instagram photos and videos Spotify Playlists Harbour for the Arts Tik Tok Bri Cooper Mezzo Soprano SHOPPING Shop my merch!Harbour for the Arts™ Need a part-time job! Try Reflex app for retail assignments; use my referral code bcooper621 https://workreflex.com/?code=BCOOPER621 Use my Rakuten Code

BÄM! Bill und Tom Kaulitz moderieren Ende 2026 „Wetten, dass..?“ im ZDF. Eine Besetzung, die sicher niemand auf der Bingokarte für das neue Jahr hatte – auch Körber und Hammes nicht. Ist dies ein echter Neustart für das Format oder hat man hier auf die falschen Personen gesetzt? Wie könnte das Flaggschiff der ehemaligen Samstagabendunterhaltung neu daher kommen? Und was wurde bei dieser News nur zwischen den Zeilen gesagt? Es wird fleißig diskutiert und spekuliert zwischen den beiden Rinderhälften. Außerdem: RTL hat Neuerungen für das Dschungelcamp angekündigt, die uns schon vor zehn Jahren als Neuerung verkauft, von den Fans aber eiskalt abgestraft wurden … FERNSEHEN 00:03:27 | „Wetten, dass..?“-Comeback mit den Kaulitz-Zwillingen 00:32:09 | Schöneberger und Brugger im Dienste des ESC 00:34:56 | Schöneberger und Raab wissen wie wann was war 00:38:09 | RTL schickt Raab in die Dschungelcamp-Verlängerung-Verlängerung 00:42:52 | Neuerungen im Dschungelcamp 2026 00:48:43 | Reality-Stars backen in SAT.1 00:50:13 | Kurz-Überblick Grimme-Preis-Nominierungen 2026 WEIDENGEFLÜSTER 00:57:07 | Viehdback zu Folge 515 01:35:43 | Danke für Euren Support und Hinweis Affiliate FILM 01:39:00 | Hammes sah: „Smalltown Girl“ 01:41:46 | Kurz-Rückblick Oscars-Nominierungen 2026 01:46:33 | Verwirrung entwirrt: Oscars auf YouTube ab wann? 01:49:36 | Kino-Charts & -Starts 01:53:54 | „Star Wars”-News der Woche 01:58:23 | Heimkino QUOTENTIPP 02:00:08 | Letztes Mal: „Handball-EM: Deutschland – Spanien, Vorrunde, 3. Spieltag“ (Montag, 19. Januar 2026, 20:15 Uhr, ZDF) 02:03:01 | Dieses Mal: „Ich bin ein Star – holt mich hier raus!“ (Mittwoch, 28. Januar 2026, 20:15 Uhr, RTL) Alle Wortbeiträge dieser Folge sind eigene Meinungen – teils satirisch – oder Kommentare.

BÄM! Wie ein feuriger Laberkomet trifft die neue Folge eures Lieblingspodcasts auf die zarten Kurviöhrchen, um dort nach der Detonation für Heiterkeit und/oder Verwirrung zu sorgen…deeenn…Es geht wieder um Fußball bei uns! Okay, eigentlich bloß um den FC-Kader, der einem gründlichen Check unterzogen wird seitens eurer beiden Lieblingssandburgenarchitekten. Außerdem lernt ihr, was George Clooney so alles kompensieren muss, wieso es Menschen nicht schaffen vernünftig einzukaufen und wie sich Putin nach ner Kiste Radeberger benimmt. Eschis geiler Lifehack für Schiffi (O-Ton: „Einfach nicht so viel nachdenken!“) gilt natürlich auch für euch, liebe Kurvis. Und nun fahrt schön auf der mittleren Spur mit 90 km/h ins Wochenende. FÜHLT EUCH MIT NEM GARMIN-NAVI BEWORFEN!! Eure Brüllaffen aus der Gästekurve ❤️ Learn more about your ad choices. Visit podcastchoices.com/adchoices

Bir dönemin sonu: ABD'den "SDG'nin miadı doldu" açıklamasıTürk-Amerikan ilişkilerine SDG 'reset'i mi?Gazze'siz Gazze Barış Kurulu, BM'ye alternatif mi?Kanada Başbakanı'ndan Davos'ta soğuk duşBuse Söğütlü ve Prof. Evren Balta yorumladı.

Confira no Morning Show desta sexta-feira (16): O ex-presidente Jair Bolsonaro passou a primeira noite na chamada Papudinha, área do Complexo Penitenciário da Papuda administrada pela Polícia Militar do Distrito Federal, onde cumprirá pena de 27 anos por tentativa de golpe. A transferência foi autorizada pelo ministro Alexandre de Moraes após reclamações da defesa e da família sobre as condições da cela na Polícia Federal, incluindo barulho constante do ar-condicionado. Na nova unidade, Bolsonaro ficará sozinho em um espaço de 64 metros quadrados, com quarto, sala, banheiro, cozinha, lavanderia e área externa, além de acompanhamento médico, televisão, geladeira, alimentação especial, fisioterapia, assistência religiosa, banho de sol, cinco refeições diárias e possibilidade de redução da pena por leitura, além de visitas autorizadas de Michelle e dos filhos. O comandante-geral da Brigada Militar do Rio Grande do Sul, coronel Cláudio Feoli, afirmou que a morte do produtor rural Marcos Nornberg, de 48 anos, durante uma operação policial em Pelotas, foi resultado de um “grande mal-entendido com desfecho trágico”. Segundo a BM, a ação foi realizada após informações repassadas pela Polícia Militar do Paraná, que recebeu a informação de dois presos de que a propriedade era um possível depósito de armas e veículos roubados. Durante a abordagem, houve uma colisão de percepções: o agricultor acreditou estar sendo vítima de um roubo, enquanto os policiais entenderam que estavam sob ameaça de criminosos, o que resultou no confronto fatal. O caso envolvendo o Banco Master deixou de ser apenas uma apuração policial e passou a ocupar o centro de um embate institucional entre órgãos do Estado. Decisões judiciais, críticas à atuação do Banco Central e a retirada da Polícia Federal de etapas da investigação ampliaram a crise e transformaram um banco de médio porte em um problema político e jurídico de grandes proporções. Para falar sobre o assunto, o Morning Show entrevista Cláudio Frischtak, ex-economista do Banco Mundial. O ex-presidente do Partido Novo, João Amoêdo, cobrou publicamente explicações do governador de São Paulo, Tarcísio de Freitas, sobre sua relação com o empresário Fabiano Campos Zettel, preso temporariamente na segunda fase da Operação Compliance Zero. A investigação apura irregularidades envolvendo o Banco Master. A cientista política Gloria Álvarez concedeu entrevista ao Morning Show e falou sobre a prisão de Nicolás Maduro pelos Estados Unidos, que na opinião dela não garante uma mudança no rumo da Venezuela, especialmente se o poder for exercido por figuras ligadas ao mesmo grupo político, como é o caso, já que o país foi assumido pela vice de Maduro, Delcy Rodríguez. O Ministério Público do Paraná apontou indícios de omissão de socorro no caso de Roberto Farias Tomaz, de 19 anos, que ficou cinco dias desaparecido após se perder na trilha de retorno do Pico Paraná, no início do ano. O entendimento da 2ª Promotoria de Justiça de Campina Grande do Sul contraria a conclusão da Polícia Civil, que havia arquivado o inquérito por não identificar crime. Roberto desapareceu em 1º de janeiro, caminhou cerca de 20 quilômetros seguindo o rio Cacatu e só conseguiu ajuda ao chegar a uma fazenda em Antonina, onde avisou a família que estava vivo. Agora, o caso pode ganhar novos desdobramentos jurídicos. A delegada da Polícia Civil de São Paulo, Layla Lima Ayub, foi presa nesta sexta-feira (16) por suposto envolvimento com o PCC, o Primeiro Comando da Capital. Ela foi alvo da Operação Serpens, realizada pelos Ministérios Públicos de São Paulo e do Pará e pela Corregedoria-Geral da Polícia Civil paulista. Segundo a investigação, a delegada recém-empossada mantinha vínculo pessoal e profissional com integrantes da facção criminosa. A Secretaria de Segurança Pública de São Paulo concedeu uma coletiva de imprensa para falar sobre o assunto. Essas e outras notícias você confere no Morning Show.

Join Liz Cruz M.D. and Tina Nunziato, Certified Holistic Nutrition Consultant, as they discuss the benefits of using a Squatty Potty.  If you don't know what a Squatty Potty is and you suffer from chronic constipation or just want to learn how to have a smoother BM this podcast is for you.  Learn about the Squatty Potty and how it can help you have better #2's.  Mid-podcast commercial was on the Pleasant Probiotics.  Please check out this link for more information: https://drlizcruz.com/collections/supplements/products/dr-liz-cruz-pleasant-probiotics Watch us on YouTube: https://youtu.be/4dFWTvgA10Y Dr. Cruz is a Board Certified Gastroenterologist who practices in Phoenix, AZ. Along with her wife Tina Nunziato, a Certified Holistic Nutritionist, they have helped tens of thousands of individuals get well from a more holistic standpoint. They focus on issues such as constipation, diarrhea, acid reflux, heartburn, gas, bloating, food sensitivities, IBS, Crohn's disease, and diverticulitis in addition to a person's general overall health. They do this by teaching about real food, water, digestive enzymes, probiotics, detox, greens, electrolytes, food sensitivity testing, and so much more. If you're struggling with finding the answers to your issues, tired of not feeling well, and sick of taking over the counter and prescription medicines, schedule a FREE 30 minute phone consult at www.drlizcruz.com.For more information visit www.digestthispodcast.com or www.drlizcruz.com. Enjoy the show! Dr. Liz Cruz and Tina Nunziato, CHNC

O Banco Central retirou os embargos de declaração no TCU sobre a necessidade de inspeção na autoridade monetária envolvendo o Banco Master. Na prática, a iniciativa evita que o recurso do BC seja levado ao plenário da Corte. Madeleine Lacsko, Duda Teixeira, Ricardo Kertzman e Felipe Nascimento, analista de economia e apresentador da BM&C News, comentam:Papo Antagonista é o programa que explica e debate os principais acontecimentos do   dia com análises críticas e aprofundadas sobre a política brasileira e seus bastidores.     Apresentado por Madeleine Lacsko, o programa traz contexto e opinião sobre os temas mais quentes da atualidade.     Com foco em jornalismo, eleições e debate, é um espaço essencial para quem busca informação de qualidade.     Ao vivo de segunda a sexta-feira às 18h.    Apoie o jornalismo Vigilante: 10% de desconto para audiência do Papo Antagonista  https://bit.ly/papoantagonista  Siga O Antagonista no X:  https://x.com/o_antagonista   Acompanhe O Antagonista no canal do WhatsApp. Boletins diários, conteúdos exclusivos em vídeo e muito mais.  https://whatsapp.com/channel/0029Va2SurQHLHQbI5yJN344  Leia mais em www.oantagonista.com.br | www.crusoe.com.br  

A queda de braço entre Donald Trump e Jerome Powell, presidente do Federal Reserve (FED), o Banco Central americano, ganhou novos capítulos nesta terça-feira, 13.Mais cedo, bancos centrais de todo o mundo divulgaram  uma mensagem de solidariedade a Powell, que tem sido pressionado por Trump a reduzir os juros.Madeleine Lacsko, Duda Teixeira, Ricardo Kertzman e Felipe Nascimento, analista de economia e apresentador da BM&C News, comentam:Papo Antagonista é o programa que explica e debate os principais acontecimentos do   dia com análises críticas e aprofundadas sobre a política brasileira e seus bastidores.     Apresentado por Madeleine Lacsko, o programa traz contexto e opinião sobre os temas mais quentes da atualidade.     Com foco em jornalismo, eleições e debate, é um espaço essencial para quem busca informação de qualidade.     Ao vivo de segunda a sexta-feira às 18h.    Apoie o jornalismo Vigilante: 10% de desconto para audiência do Papo Antagonista  https://bit.ly/papoantagonista  Siga O Antagonista no X:  https://x.com/o_antagonista   Acompanhe O Antagonista no canal do WhatsApp. Boletins diários, conteúdos exclusivos em vídeo e muito mais.  https://whatsapp.com/channel/0029Va2SurQHLHQbI5yJN344  Leia mais em www.oantagonista.com.br | www.crusoe.com.br  

Welcome back to the best podcast on the Internet, Bubbles Mushrooms! Meet our friend Adam... or Ryan... what IS this dude's name? Ryne is a photographer who hates moms and grandmas, loves crappy metalcore music, jamming sticks into his mouth, using fake names and The Cubs. Seriously though, Ryne and his wife are pro photographers at Larsh Collective and will take pictures of your wedding, oranges, bodies or skittles anytime. Katie flew down to Florida for a quick celebrity yoga sesh and showed everyone her bottom, there was a tragic loss in the BM family and Edward is excited about our viewer emails (from Brian and Nate). This weeks game is deciphering heavy metal lyrics from (popular?) songs! With Ryne being such a metalcore fan, he will obviously have the metal edge in this game... or will he? That's right - find out just who Tony is excited to meet. Will Chuckles the the clown get his nose inflated? Are you best friends with jackals or would you rather have the best damn tacos on the earth? Who likes juice?! Follow the show on Instagram @bubbmush and email us at bubbmush@gmail.com - did you like this episode, ask a friend to check it out! Thanks for listening :)

BM is back and we're starting 2026 together!

Discover the world's earliest known system of astrology• Explores ancient Mesopotamian astrology, which originated with those who created Göbekli Tepe, and details the system's eighteen zodiac signs• Shares the author's decades-long research to decipher the meanings and characteristics behind each of the original eighteen signs• Shows how the original zodiac can enrich and expand our understanding of astrology, personal relationships, and our sense of self and destinyToday the zodiac is divided into twelve signs through which the sun appears to travel in a year. A person's sign can influence their personality, physical characteristics, and fate. However, in ancient Mesopotamia, the first zodiac was divided into eighteen signs—different from the Western and Vedic systems in use today. The Original Zodiac reveals, for the first time in more than 4,000 years, this earliest known system of astrology.The original Mesopotamian zodiac offered very different birth signs, including the Serpent, Swan, Crane, Horse, Wolf, and Eagle. This zodiac was recorded on a clay tablet that is now housed in the British Museum, cataloged as BM 86378, but there is no written record of how these signs were interpreted. Now, after decades of intensive research, Graham Phillips reveals the meanings of these mysterious signs and their relevance for our times.To determine what traits might be shared by those born in each sign of the original zodiac, Phillips comprehensively surveyed hundreds of volunteers from diverse backgrounds. He measured each participant's likes, dislikes, hobbies, habits, employment, health information, and other pertinent aspects of their lives and identities. Not intended to replace or challenge our traditional understanding of astrology, his findings offer an original system to enrich our current knowledge of the personality, character, and destiny of those born in each of its enigmatic signs.Graham Phillips is one of Britain's bestselling nonfiction authors. A former radio journalist and broadcaster for the BBC, and founder of Strange Phenomena magazine, he is a historical investigator of unsolved mysteries. The author of many books, including The Templars and the Ark of the Covenant, The Lost Tomb of King Arthur, The End of Eden, and Atlantis and the Ten Plagues of Egypt, he lives in the Midlands of England.https://www.grahamphillips.net/Become a supporter of this podcast: https://www.spreaker.com/podcast/earth-ancients--2790919/support.

Birleşmiş Milletler, ABD'nin hafta sonu Venezuela'da gerçekleştirdiği saldırıları BM sözleşmesinin doğrudan ihlali olarak niteleyerek kınadı. Venezuela eski Devlet Başkanı Nicolás Maduro New York'ta bir sonraki mahkeme tarihini beklerken, Venezüella Başsavcısı Maduro'nun uluslararası hukuk kapsamında dokunulmazlığının tanınması çağrısında bulundu.

It's Tuesday afternoon, and there's a fresh episode of Oilersnation Radio set, which means the boys were back in the studio to recap the week that was. On today's episode, the guys discussed the Oilers' struggling bottom six, Kasperi Kapanen's return, Trent Frederic and Andrew Mangiapane being healthy scratched, and much more.We kicked off the Tuesday episode of ONR with a delicious debate about what the Oilers can do to get more production out of their bottom six. Given that players like Mangiapane, Frederic, and Henrique haven't scored nearly as much as we'd hope, the question was how the team can get more out of them without just trading someone away. Whether it's giving these guys a defined role or keeping them as healthy scratches, the boys tried their best to figure out a problem the coaches have struggled with all season. Changing gears, we looked at Kasperi Kapanen's return to the lineup and how having him back in the mix gives Kris Knoblauch more line combo options to play with. Given that Kapanen has missed the bulk of the season, it's going to be interesting to see how long he lasts beside Leon Draisaitl, since it's probably going to take a minute for him to get going. The guys also spent some time looking at Andrew Mangiapane and Trent Frederic as healthy scratches and what the decision means for both players moving forward. Finally, we wrapped up the episode of ONR with a round of Dan's Game. Seeing as the boys are trying to keep things fresh, Dan wanted to whip something up for the boys to give the first show of the week a little bit of a different flavour. We can't have the quizmaster on call all the time, you know? Did Dan's game work? Will it replace BM's Trivia? You'll have to listen to find out for sure.SHOUTOUT TO OUR SPONSORS!!Powered by @bet365. Whatever the moment, it's Never Ordinary at bet365. Download the App today and use promo code: NATION. http://www.bet365.ca/ Swiss Donair: https://swissdonair.com/ Hosted on Acast. See acast.com/privacy for more information.

“Burnout is when you reach a point where there is no mystery in the music making anymore and you're just redoing what you've always done. You're reheating it. Self-exploration should be the goal of every musician. The idea of staying connected to sound through listening and really fantasizing is essential. You have to believe there's magic in the room, and then magic happens. What a gift it is to share music with other people in that room at that time.”GRAMMY-nominated conductor James Jordan is recognized and praised throughout the musical world as one of America's pre-eminent conductors, writers and innovators in choral music. He was described as a “visionary” by The Choral Journal, which cited his book Evoking Sound as a “must read.” His more than 60 books explore both the philosophical and spiritual basis of musicianship, as well as aspects of choral rehearsal teaching and learning. His latest book, The Conductor's Triangle, will be released in January 2026. He served as director of the Westminster Conducting Institute for 12 years and is Director of the Choral Institute at Oxford to be held this summer at Worcester College Oxford. He is also Conductor and Artistic Director of The Same Stream Choir and conductor of The Nexus Choral Artists.  He is founder of The Choral Academy, an online resource offering courses in Pedagogy, Conducting and Private Conducting Study. He has also created The Evoking Sound Virtual Classroom that houses his lectures and teaching as a resource, with contributions by Simon Carrington, Weston Noble and others.James Jordan holds a BM from Susquehanna University, a MM in choral conducting and a Ph.D in the Psychology of Music from Temple University where he was a student of Edwin Gordon. He is a conducting student of the legendary teacher Elaine Brown. He holds several conducting certificates from Chorstudio Wilhelm Ehman earned in St. Moritz, Switzerland. He has attended the Laban Institute of Movement Studies in New York. He was a finalist in the Stokowski Conducting Competition sponsored by The Philadelphia Orchestra.James Jordan's research beginning in 1980 regarding applications of Laban to rhythm pedagogy and conducting are pioneering. His books regarding the Application of Music Learning Theory to the Choral rehearsal have revolutionized choral teaching and Learning. His most recent book on this subject, Intonational Solfege (GIA) presents an approach for teaching Intonation skills to choirs. Dr. Jordan is exclusively published by GIA Publications.  James Jordan has been the major author regarding the application of vocal technique to the choral rehearsal. He was a student of Frauke Haasemann and has continued and advanced her work. He explores connections into voice science in the book, The Anatomy of Tone and most recently in the extensive text, Essentials of the Choral Warm-Up (GIA).Dr. Jordan has recorded over 20 CDs with the Westminster Williamson Voices, The Same Stream, and The Westminster Choir. James Jordan is also one of the hosts of the nationally syndicated radio program Sounds Choral on WWFM.org.Dr. Jordan's career and publications have been devoted to innovative educational changes in the choral art which have been embraced around the world. His residencies, master classes and guest conducting have taken him throughout the United States, Canada, Europe, Australia and China. To get in touch with Jim, you can visit thechoralacademy.com, email him at jevoke@mac.com, or find him on Instagram (@wckonductor) or X (@jevoke).Email choirfampodcast@gmail.com to contact our hosts.Podcast music from Podcast.coPhoto in episode artwork by Trace Hudson

Falamos que só voltaríamos aqui para outro episódio do Curadoria em 2025 caso algo fora da curva acontecesse. E aconteceu. Senta aí que a coisa é mais bizarra do que parece! FONTES QUE EMBASAM O EPISÓDIO: O Globo: O valor milionário do contrato da mulher de Alexandre de Moraes com o enrolado Banco Master - https://oglobo.globo.com/blogs/malu-gaspar/post/2025/12/o-valor-milionario-do-contrato-da-mulher-de-alexandre-de-moraes-com-o-enrolado-banco-master.ghtml  G1: Toffoli rejeita recurso e mantém acareação entre diretor do BC, ex-presidente do BRB e dono do Banco Master - https://g1.globo.com/politica/noticia/2025/12/27/toffoli-rejeita-recurso-do-bc-e-mantem-acareacao-entre-ex-presidente-do-brb-e-vorcaro.ghtml UOL: Ministros do STF não descartam que Toffoli anule liquidação do Master - https://noticias.uol.com.br/colunas/carla-araujo/2025/12/29/ministros-do-stf-nao-descartam-que-toffoli-anule-liquidacao-do-master.htm  YouTube, canal CNN Brasil: Caso Master: sigilo alimenta especulação entre envolvidos, diz cientista político - https://youtu.be/rGp6bG_PDO8?si=hHxvpR0gUkDl-g95  YouTube, canal CNN Brasil: Caso Master: Bancos e economistas criticam acareação e veem BC coagido - https://youtu.be/VaY-s4SKLGg?si=P1HlSxbULJ1cnU8j   YouTube, canal BM&C News: STF no Caso Master: quem protege o Banco Central? - https://youtu.be/WhbvMwwh1iE?si=b_SYGVGDM-406YVS  YouTube, canal Arvro: O VERDADEIRO PODER DO TRAMBIQUEIRO DO BANCO MASTER - https://youtu.be/J7cuNxo4Tyo?si=IZzGjsScpPf-g0VK YouTube, canal UOL: Banco Central pede a Toffoli esclarecimento sobre acareação no caso Master - https://youtu.be/bZHTLgeBOsY?si=LzaoH9JJtFp0vYs5  Rádio Senado: Senadores descartam restringir autonomia do Banco Central - https://www12.senado.leg.br/radio/1/noticia/2025/09/05/senadores-descartam-votacao-de-projeto-que-acaba-com-a-autonomia-do-banco-central 

Mexicana de Aviación cumple dos años de vuelo Metro refuerza seguridad en Línea BMéxico apoya a Perú rumbo a elecciones 2026Más información en nuestro podcast

KAZA MI, SUİKAST MI?

It's Tuesday afternoon, and there's a fresh episode of Oilersnation Radio set, which means the boys were back in the studio to recap the week that was. On today's episode, the guys discussed the Oilers' Tuesday's matchup vs. the Flames, Connor Ingram's first win of the season, Baggedmilk's Trivia, and much more.We kicked off the Tuesday episode of ONR with a delicious debate about what has been the most surprising storyline of the NHL season so far. Whether it's the lack of success in Edmonton for Andrew Mangiapane or Trent Frederic for the Oilers, the Leafs struggling as mightily as they are, or how a team like the Ducks are fighting well above their weight class, there are plenty of stories to choose from. Changing gears, we looked at the latest injury updates from the Oilers. Given that Edmonton hasn't had a single game with a full, healthy lineup, the boys discussed the latest round of updates and whether the team will ever be able to ice a full roster. The guys also spent a few minutes talking about Trent Frederic being healthy scratched, and also what he needs to do to get back in the team's good graces. Finally, we wrapped up the episode of ONR with another round of Baggedmilk's Trivia, including some Oilers vs. Flames-specific questions ahead of Tuesday's Battle of Alberta. If you've heard any of the previous editions of BM's trivia, you'll know that Baggedmilk has been way off on some of the questions, which keeps Liam in the role of trivia marshal and auditor. Did Baggedmilk get his questions right? You'll have to listen to find out for sure.SHOUTOUT TO OUR SPONSORS!!Powered by @bet365. Whatever the moment, it's Never Ordinary at bet365. Download the App today and use promo code: NATION. http://www.bet365.ca/ Swiss Donair: https://swissdonair.com/ Hosted on Acast. See acast.com/privacy for more information.

It's Tuesday afternoon, and there's a fresh episode of Oilersnation Radio set, which means the boys were back in the studio to recap the week that was. On today's episode, the guys discussed the Oilers' Tuesday's matchup vs. the Penguins, Tristan Jarry vs. Stuart Skinner, Baggedmilk's Trivia, and much more.We kicked off the Tuesday episode of ONR with a delicious debate about whether everyone is making too big a deal about the Oilers taking on the Penguins for the first time after the Skinner/Jarry trade. Given the magnitude of Friday's trade and the fact that the two teams are playing so quickly, it's easy to understand why the media and fans are so interested, even if we're only talking about a regular season game in mid-December. Changing gears, we looked at Tristan Jarry's Oilers debut against the Maple Leafs and how he was more than adequate despite arriving with the team just over 24 hours earlier. We also walked through some of Stuart Skinner's quotes from this morning after practice, and how it definitely seems like a trade was needed for both sides. Not to be left out, the fellas also spent a few minutes giving Brett Kulak his flowers after being a fantastic Oiler for the four years he was here. Regardless of the situation, Brett Kulak was a wonderful player for the organization and everyone on the podcast was sad to see him go. Finally, we wrapped up the episode of ONR with another round of Baggedmilk's Trivia, including some Oilers vs. Penguins-specific questions ahead of Tuesday's game. If you listened to previous editions of BM's trivia, you'll know that Baggedmilk has been way off on some of the questions, which keeps Liam in the role of trivia marshal and auditor. Did Baggedmilk get his questions right? You'll have to listen to find out for sure.SHOUTOUT TO OUR SPONSORS!!Powered by @bet365. Whatever the moment, it's Never Ordinary at bet365. Download the App today and use promo code: NATION. http://www.bet365.ca/ Swiss Donair: https://swissdonair.com/ Hosted on Acast. See acast.com/privacy for more information.

Stell dir vor, du sitzt mitten im Dschungel von Thailand, barfuß, verschwitzt, voller Fragen – und ein Mönch sagt dir plötzlich:

"THAT'S MY BABY!" Brandon, B-Marsh, BM... is here as a huge fan of the show to ask, "Hey, wait, who's that?" He tells us about his best quarterback, reveals that he once played a game high on painkillers, and serves as the traffic director for the show's staff. Learn more about your ad choices. Visit podcastchoices.com/adchoices

It's Tuesday afternoon, and there's a fresh episode of Oilersnation Radio set, which means the boys were back in the studio to recap the week that was. On today's episode, the guys discussed the Oilers' Tuesday's matchup vs. the Penguins, Tristan Jarry vs. Stuart Skinner, Baggedmilk's Trivia, and much more.We kicked off the Tuesday episode of ONR with a delicious debate about whether everyone is making too big a deal about the Oilers taking on the Penguins for the first time after the Skinner/Jarry trade. Given the magnitude of Friday's trade and the fact that the two teams are playing so quickly, it's easy to understand why the media and fans are so interested, even if we're only talking about a regular season game in mid-December. Changing gears, we looked at Tristan Jarry's Oilers debut against the Maple Leafs and how he was more than adequate despite arriving with the team just over 24 hours earlier. We also walked through some of Stuart Skinner's quotes from this morning after practice, and how it definitely seems like a trade was needed for both sides. Not to be left out, the fellas also spent a few minutes giving Brett Kulak his flowers after being a fantastic Oiler for the four years he was here. Regardless of the situation, Brett Kulak was a wonderful player for the organization and everyone on the podcast was sad to see him go. Finally, we wrapped up the episode of ONR with another round of Baggedmilk's Trivia, including some Oilers vs. Penguins-specific questions ahead of Tuesday's game. If you listened to previous editions of BM's trivia, you'll know that Baggedmilk has been way off on some of the questions, which keeps Liam in the role of trivia marshal and auditor. Did Baggedmilk get his questions right? You'll have to listen to find out for sure.SHOUTOUT TO OUR SPONSORS!!Powered by @bet365. Whatever the moment, it's Never Ordinary at bet365. Download the App today and use promo code: NATION. http://www.bet365.ca/ Swiss Donair: https://swissdonair.com/ Hosted on Acast. See acast.com/privacy for more information.

Our guest for this episode of The Horn Call Podcast is the ebullient Heidi Oros!  Heidi professional freelance hornist in the Finger Lakes area and is a former second hornist with La Orquesta Sinfónica del Estado de México. Heidi is a founding member (2006) of the woodwind ensemble, “i venti dementi,” and has been the hornist with the Swamp College Brass Quintet since 2007. Most recently, she joined the Lake Effect Winds, a woodwind quintet situated in Ithaca. Heidi earned her BM and MM at Ithaca College. She teaches private horn lessons in Trumansburg. Episode Highlights Personal journey on the horn, important teachers/inspirations along the way Keys to Transposition Book: https://www.keystotransposition.com/ Performing in Mexico Organizing performances of Lionheart's Call by James Naigus to honor healthcare workers: jamesnaigus.com Taking time off and coming back to the horn High Range Magic: https://marsgelfo.com/hrm-overview/ Zoom Meetings with Jack Covert/Memorial Concert Importance of the IHS, symposiums, community, etc.

BM joins us this week to discuss how to have THE glow-up you all need after that breakup, how to make subtle mindset shifts, and what it really means to find your inner confidence again!

What you say has impact. *Note for those wanting to jam with the live song - the chords are C#, F#, Ab, with a Bbm, F#, C# turn around, (Not D, G, A, Bm, G, A as I said on the episode).Share your thoughts on this episode in the ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠Write Songs You Love Facebook Community⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠ group.To join the Write Songs You Love Member calls, visit ⁠⁠⁠https://writesongsyoulove.substack.com/⁠⁠⁠ to expand and nurture your creativity!

MIKEY said working 12-hour shifts will make people crash out at homeAlways be proud of yourself for your hustle and how far you have come! The Grind don't stopMikey said favorite thing to do is unfollow people on their birthday if they don't follow me backI get Diddy took everybody girl, but can we talk about how EVERY GIRL was a goer for a lame dude because he got some money?Netflix has confirmed it has entered into a definitive agreement to buy Warner Bros. including its film and television studios, HBO Max and HBO, in a deal worth $82.7 billion.Netflix didn't kill the movie theatre industry $25 small popcorn, $12 water bottles and people with no etiquette did.Mikey give his fight review of Pitbull vs Roach JrThe Cheesecake Factory on Wisconsin Ave NW.... closing the doors at the end of January after over 3 decades!!My lorddd they said 30,000 people applied for the housing voucher program in PG county!!Health department data shows there are more than 8,600 people living with HIV in Prince George's County — a disproportionately high number — and those between 20 and 39 years old have the highest rate of new cases.Southwest Airlines * Just Announced That Its Mandatory Policy to Require Plus-Size Passengers to Buy 2 Seats Will Go into Effect on January 27th, 2026！YouTuber Trap Lore Ross responds to backlash over his documentary on NBA YoungBoy's 19 alleged bodies, and fans calling him a fedSouth Carolina rapper Blacc Zacc could reportedly face the death penalty after being charged in a murder-for-hire plot and a RICO conspiracySummer Walker reveals she wanted to remove a rib after getting 4 breast surgeries and lipo.50 Cent's new documentary Sean Combs: The Reckoning debuted on Netflix on Tuesday (Dec. 2). The four-part series features several jaw-dropping claims about the disgraced media mogul.Lil Baby's "THE LEAKS" took over Times Square billboards last nightMelo was WEAK watching Kiyan on the mic after Syracuse's win over Tennessee Angel Reese and Paige Bueckers are teaming up for a Reese's x Oreo collaboration.Ray J had a few things to get off his chest about Jay-Z & Beyoncé. He hopped on IG to call out the couple for never showing love to Brandy when they visit “The Boy Is Mine Tour.”Cinnabon employee (Crystal Wilsey) who was reportedly fired for harassing a Somali couple and calling them the N-word & more has garnered significant online support, raising almost $20,000 alreadyRapper Toosii Commits to Syracuse as Part Of 2026 Football Signing ClassProsecutors want Kay Flock sentenced to 50 years. Sentencing set for Dec. 16FBG Casino, Future's brother, out on $100K bond amid fentanyl case. Russell Westbrook SURPASSES Allen Iverson for 14th ALL-TIME in stealsJAMES HARDEN HAS MOVED INTO THE TOP 10 SCORERS OF ALL-TIME20 years ago today, Lil Wayne dropped ‘Tha Carter II'Maino says he stopped going to strip clubs after realizing how dancers 'manipulate' men for money and then don't leave with them!!Man Goes Viral After Reacting to BM's Request to Let Her New Boyfriend Around Their Child — “Yes Please… Tell Him to Help”

It's Tuesday afternoon, and there's a fresh episode of Oilersnation Radio set, which means the boys were back in the studio to recap the week that was. On today's episode, the guys discussed the Oilers' recent turnaround, Tuesday's matchup vs. the Sabres, the third jersey swagger, Baggedmilk's Trivia, and much more.We kicked off the Tuesday episode of ONR with a delicious debate about whether or not the Oilers are actually back after this recent run of strong performances. For everyone on the podcast, it's clear that this turnaround has been coming for a while now, even though the results haven't shown up yet. Starting on their road trip, the Oilers looked like they were playing a more engaged brand of hockey, and now that the results are matching up, the question is whether the tough days are behind us. Changing gears, we looked at the Oilers' two most recent wins and whether the alternate jerseys have some kind of sneaky voodoo that's powering them to these blowouts. The guys also discussed the latest goalie rumblings and how the noise as calmed down a touch after some improved results for Stuart Skinner and Calvin Pickard has resulted in a few crucial wins. We also ran through the latest injury news and offered a few updates on some players who haven't been around for a while. Finally, we wrapped up the episode of ONR with another round of Baggedmilk's Trivia, including some Oilers vs. Buffalo-specific questions ahead of Tuesday's game. If you listened to previous editions of BM's trivia, you'll know that BM has been way off on some of the questions, which prompted Liam to take on the role of trivia marshal and auditor. Did Baggedmilk get his questions right? You'll have to listen to find out for sure.SHOUTOUT TO OUR SPONSORS!!Powered by @bet365. Whatever the moment, it's Never Ordinary at bet365. Download the App today and use promo code: NATION. http://www.bet365.ca/ Swiss Donair: https://swissdonair.com/ Hosted on Acast. See acast.com/privacy for more information.

It's hard to get the Bm to support us!

It's Tuesday afternoon, and there's a fresh episode of Oilersnation Radio set, which means the boys were back in the studio to recap the week that was. On today's episode, the guys discussed the Oilers' upcoming home stand, Ryan Nugent-Hopkins' return, Connor Clattenburg sticking with the big club, and much more.We kicked off the Tuesday episode of ONR with a delicious debate about what everyone needs to see from their five-game home stand. With some home games on the schedule for the next week and change, the guys walk through their expectations for this run and whether they can use it to turn the corner. Even if it's not a specific win total, everyone on the podcast just wants the boys to play at a level they're capable of. Changing gears, we looked at Saturday's win over the Seattle Kraken and how the Oilers' big dogs made all the difference. Starting with Ryan Nugent-Hopkins' impactful return, the Oilers' longest tenured player was all over the place, and he made an immediate impact with the GWG and an assist while also playing in all situations. We also looked at Edmonton's big four, all getting a goal and an assist in what was one of their most complete wins of the season. Finally, we wrapped up the Tuesday episode of ONR with another round of Baggedmilk's Trivia, including some Oilers vs. Minnesota-specific questions ahead of tonight's game. If you listened to the last three editions of BM's trivia, you'll know that BM was way off on one of the questions, which prompted Liam to take on the role of trivia marshal and auditor. Did Baggedmilk get his questions right? You'll have to listen to find out for surSHOUTOUT TO OUR SPONSORS!!Powered by @bet365. Whatever the moment, it's Never Ordinary at bet365. Download the App today and use promo code: NATION. http://www.bet365.ca/ Swiss Donair: https://swissdonair.com/ Hosted on Acast. See acast.com/privacy for more information.

Mon, Dec 1 6:52 PM → 7:10 PM Shoplifting at Giant in Vienna VA by BM in Stolen White Honda Pilot with MD tags. Radio Systems: - Fairfax County Project 25

Monday means a new episode of the podcast you like - Bubbles' Mushrooms. This week Brian joins us to guest host, we start off trying out some new drops and get into a discussion about the best technique to gain more muscle. Katie was sick and we haven't recorded in a while, Jaclyn and Luke had a weekend where all of their plans fell through, Brian has a new butt wrinkle in his toy creation endeavor, Edward and Katie's weird cat had to have surgery instead of going to live on the golf course, Luke had a fun interaction at work with some drunk kids, we have some fun looking up medicine with AI and then we get into game time this week! Jaclyn has gathered some Amazon reviews from many different products across the Bezos-sphere. The twist is that we have all contributed our own silly reviews of the same products and its gonna be a guessing game to see which one is real! Find out all about ridiculous swiss army knives, scented candles and pens for women this week only on BM! Follow the show on Instagram and all the other socials @bubbmush and drop us a line at bubbmush@gmail.com - Thanks for checking us out!

It's Tuesday afternoon, and there's a fresh episode of Oilersnation Radio set, which means the boys were back in the studio to recap the week that was. On today's episode, the guys discussed the Oilers' inability to play complete games, the lack of offence, the wear and tear from the consistent losses, and much more.We kicked off the Tuesday episode of ONR with a delicious debate about Nick Kypreos' first trade board of the season, which included the Oilers looking at Jordan Binnington as a trade target. Given that everyone knows Edmonton is looking for a goalie, it makes sense that people are trying to figure out the puzzle, but the question everyone on the podcast had was whether he's even better than Stu right now. Changing gears, we looked at the Oilers' win over the Florida Panthers on Saturday and how our boys played with plenty of passion despite being in the final game of their two-week road trip. Starting with AJ Greer, who started scrums but was unwilling to do anything about it, it was hard not to make fun of the guy for writing cheques he wouldn't physically cash. Even so, beating the Panthers they way they did was very encouraging, the boys on the podcast hope it can be the turning point. Finally, we wrapped up the Tuesday episode of ONR with another round of Baggedmilk's Trivia, including some Oilers vs. Utah-specific questions ahead of tonight's game. If you listened to the last three editions of BM's trivia, you'll know that BM was way off on one of the questions, which prompted Liam to take on the role of trivia marshal and auditor. Did Baggedmilk get his questions right? You'll have to listen to find out for sure.SHOUTOUT TO OUR SPONSORS!!Powered by @bet365. Whatever the moment, it's Never Ordinary at bet365. Download the App today and use promo code: NATION. http://www.bet365.ca/ Swiss Donair: https://swissdonair.com/ Hosted on Acast. See acast.com/privacy for more information.

It's Tuesday afternoon, and there's a fresh episode of Oilersnation Radio set, which means the boys were back in the studio to recap the week that was. On today's episode, the guys discussed the Oilers' inability to play complete games, the lack of offence, the wear and tear from the consistent losses, and much more.We kicked off the Tuesday episode of ONR with a delicious debate about which loss felt worse as a fan of the Oilers: The 9-1 loss to Colorado or the 5-1 loss to the Buffalo Sabres. Given that both nights were dreadful to watch, figuring out which of those two stinkers was worse proved to be difficult. As a bonus secondary debate, the guys also tried to figure out how many of the Oilers' 21 games were actually well played. Is the number three good games? Four? Either way, the trend is incredibly troubling.Changing gears, we looked at Ryan Nugent-Hopkins' absence from the lineup and the timeline for his return, which could be until December. Given that he was only supposed to be out for a week, having him miss the bulk of November is certainly a blow for a team that is struggling mightily to score goals. The fellas also looked at other players like Trent Frederic and Andrew Mangiapane, who are expected to fill that void, but they are struggling mightily night in and night out.Finally, we wrapped up the Tuesday episode of ONR with another round of Baggedmilk's Trivia, including some Oilers vs. Utah-specific questions ahead of tonight's game. If you listened to the last three editions of BM's trivia, you'll know that BM was way off on one of the questions, which prompted Liam to take on the role of trivia marshal and auditor. Did Baggedmilk get his questions right? You'll have to listen to find out for sure. SHOUTOUT TO OUR SPONSORS!!Powered by @bet365. Whatever the moment, it's Never Ordinary at bet365. Download the App today and use promo code: NATION. http://www.bet365.ca/ Odd Company Brewing: https://www.oddcompany.ca/Swiss Donair: https://swissdonair.com/ Hosted on Acast. See acast.com/privacy for more information.

The right song doesn't just fill a room—it changes the air. We lined up five October releases that transform a quiet evening into a moving story, from a sidewalk chant to a late‑night sway and a runway‑sharp finale. It's a ride through J‑pop, K‑pop, R&B, and house where every track owns its moment and then hands the energy to the next.We kick off with BananaLemon's We Outside!, a clean, synth‑bright anthem designed to get you out the door and into the crowd. Then BM's Freak featuring B.I. turns the lights down without losing the heat: whistles, rim hits, and a slow dancehall lean build a sultry pulse while BM's grit and B.I.'s lift play off each other like sparks meeting fuel. Psychic Fever's SWISH DAT barrels in with bass and swagger, lacing hip‑hop power with flute textures that nod to its Mask Ninja Akagage theme—proof you can blend traditional color with a modern stomp and make it sound inevitable.When it's time to breathe, REIKO's Maybe slides in—chill house with R&B phrasing, minimalist drums, and an intimate vocal that feels close enough to touch. The lyric tilt toward “live now, worry later” lands softly but sticks. And to close, Hearts2Hearts' Focus hits that retro‑house piano riff you swear you've heard on a catwalk somewhere, lined with disco strings and a heartbeat bass. The hook rides on confidence, not sugar, with harmonies that snap the whole mix into a glossy, high‑fashion stride.We also talk sequencing—how these five songs create a seamless night‑out arc—and why headphones reveal the hidden layers. Queue it up, move with it, and then tell us what grabbed you first.BananaLemon: Instagram X YouTube We Outside!BM: Instagram X Youtube Freak (feat B.I.)PSYCHIC FEVER: Instagram X YouTube SWISH DATREIKO: Instagram X YouTube maybeHearts2Hearts: Instagram X YouTube FOCUSSupport the showPlease help Music Elixir by rating, reviewing, and sharing the episode. We appreciate your support!Follow us on:TwitterInstagram BlueskyIf have questions, comments, or requests click on our form:Music Elixir FormDJ Panic Blog:OK ASIA

-I finally saw Weapons, and it wasn't as good as people hyped it up to be Check out IT: Welcome to Derry on HBO Max and Aileen: Queen of the Serial K**lers on Netflix, they are both ways better then WeaponsStefon Diggs got “Kiki do you love me are you riding” pregnantEveryone tweeting about FanDuel being downKayla Nicole being Toni Braxton for Halloween and doing the “He Wasn't Man Enough for Me” video was all time greatest diss to Taylor SwiftNBA star Dejounte Murray cries out on IG after his girlfriend and baby mama, Jania Meshell (who is also NBA YoungBoy's BM) went out to clubs in Houston after flying out for “work” despite promising him she would never go to clubs when they got togetherTommy's takin' this city for a ride--one last time. Final season of #PowerForce premieres 11/7 MTV has canceled Ridiculousness after 14 years and over 900 episodes. Rob was making $32.5 million a year as a hostAlicia Andrews has been found guilty on manslaughter charges in connection to the murder of Julio Foolio.Megan Thee Stallion and Klay Thompson have seemingly bought their first home togetherPastor Jamal Bryant urges people to bring food to church, rather than money, to support families in need after SNAP benefits end on November 1.Disney pulls ABC, ESPN channels from YouTube TV after contract disputeOffset throws Jabs at Cardi B and Stefon Diggs on his new track. (No Sweat) “how you married but still giving birth?”A 44-year-old Takoma Park, Maryland, man was arrested Oct. 29, 2025, after police said he disguised himself as a woman to record women inside gym bathrooms in Montgomery CountyJaylen Brown really called LeBron for advice on hairline treatment in Turkey-The San Antonio Spurs Are 5-0 For the First Time Ever in Franchise HistoryLatto dressed up as Lil' Kim for Halloween-How soon are you willing to long in one of your streaming services from someone you dating TV?This new Wale x Odeal ‘City on Fire' is some HEAT When Wale gets in his R&B bag, sht is scary. And Odeal bodied that hook, this one gonna be on repeatKeith Lee has hundreds of big and small businesses lined up in his comments after he created a challenge for them to help families in need during the holiday season, with SNAP benefits being cutComedian Druski faces backlash for his “obsession with studs.” A woman called him out, saying he's weird for it and claiming he uses his power to get the studs on his platform while they are visibly uncomfortableCleveland Cavaliers' dance team recreated Kendrick Lamar's Super Bowl performance during their Halloween game vs. the Toronto RaptorsNo rap songs appear in the top 40 on the Hot 100 for the first time since February 1990. Ending a streak of 35 yearsThe viral “Brick Lady” was found guilty today for lying about a brick attack—she was the aggressor—and sentenced to 90 days in jail, treatment, $42K restitution, 10-year probation, and a 10-year social media ban (10 years prison if violated).UPS to cut 48,000 jobs to restructure the company.Amazon plans to cut 30,000 jobs today, aiming to reduce expenses and tackle overhiring during the pandemicAmerican tourist goes off on Jamaican resort staff after getting pastries instead of the usual luxurious breakfast-just hours after Melissa, the worst hurricane (Melissa) in Jamaica's history.50 Cent trolls Lil Meech following the news of BMF being cancelledNBA Youngboy brought out Monaleo at his show in Houston last night and she announced the “Putting Ya Dine” the remix featuring Youngboy is dropping this Friday

It's Tuesday afternoon, and there's a fresh episode of Oilersnation Radio set, which means the boys were back in the studio to recap the week that was. On today's episode, the guys discussed the Oilers' inability to close games, Connor McDavid's 1100th NHL point, Evan Bouchard's struggles, and much more.We kicked off the Friday episode of ONR with a delicious debate over what has caused the Oilers' inconsistencies through the first 14 games of the year. Whether it's a lack of killer instinct, the inability to put in a full 60 minutes, or a lack of physicality, it's incredibly frustrating that a team this talented struggles to live up to the level everyone expects of them. Regardless of what frustrates you, there are plenty of issues happening with the Oilers right now that are completely fixable. Changing gears, we kept the breakdown going of Tuesday's loss against the St. Louis Blues. Starting with the defence making life more difficult than it needs to be with their lack of physicality in front of the net. Are the Oilers' defenders too soft when players are in their goalie's face? Changing gears, we looked at Jack Roslovic starting to settle into his role in the top-six, which prompted a conversation about whether the Oilers should look at an extension. Finally, we wrapped up the Tuesday episode of ONR with another round of Baggedmilk's Trivia, including some Oilers vs. Utah-specific questions ahead of tonight's game. If you listened to the last two weeks, you'll know that BM was way off on one of the questions, which prompted Liam to take on the role of trivia marshal and auditor. Did Baggedmilk get his questions right? You'll have to listen to find out for sure.SHOUTOUT TO OUR SPONSORS!!Powered by @bet365. Whatever the moment, it's Never Ordinary at bet365. Download the App today and use promo code: NATION. http://www.bet365.ca/ Odd Company Brewing: https://www.oddcompany.ca/Swiss Donair: https://swissdonair.com/ Hosted on Acast. See acast.com/privacy for more information.

Thursday afternoon means a fresh episode of Real Life was recorded, edited, and is ready to help you wrap up the week. On today's podcast, the guys discussed the Toronto Blue Jays being a win away from the World Series, the Nation Vacation to Vancouver, beefs of the week, Halloween candy, and much more.The guys kicked off the Thursday episode of Real Life with a look at the Toronto Blue Jays' chances at closing out the World Series on Friday night at the Rogers Centre. Given that the Jays are only one game away from clinching their third World Series title, it's hard not to get completely wrapped up in this run. Even if you're not a hardcore Blue Jays fan who watches every game in the regular season, the hype is taking over the country in a very real way.Changing gears, the guys dove a little bit into the Nation Vacation, and started with the rally popcorn Baggedmilk bought at the Oilers game in Vancouver. While the rally popcorn was trying to do its thing, Jay noted that Tyler had the job completed before Edmonton actually completed the comeback. From there, Tyler and BM spent the next few minutes thanking the amazing Nation Citizens who joined us on this trip out west. Finally, the guys wrapped up the podcast with Thursday episode of Real Life with a random collection of topics, including a look at the NFL schedule having some horrible prime time matchups, Halloween candy tactics during the World Series, and how shrinkflation is ruining everyone's ability to eat appropriate amounts of candy. Talking about candy led to the guys workshopping some ideas for Chalmers' Halloween party that some folks on the show weren't invited to. Hosted on Acast. See acast.com/privacy for more information.

It's Tuesday afternoon, and there's a fresh episode of Oilersnation Radio set, which means the boys were back in the studio to recap the week that was. On today's episode, the guys discussed the Oilers' back-to-back losses, Connor McDavid's scoring woes, goaltending, and much more. We kicked off the Friday episode of ONR with a delicious debate over whether the Oilers have an identity problem. Given how sloppy they've been through the first 10 games, it's fair to wonder why this team cannot figure out how to start a season off on the right foot. Regardless of where you sit with the question, no one on the podcast is particularly concerned, even though the results haven't gone our way. Frustrating? Yes. Worrying? Not yet. Changing gears, we looked back at the two losses from this past weekend and how the same damned mistakes keep preventing any forward progress. The guys also discussed Connor McDavid's only goal this season and dissected his shot totals from previous years, when he was much more active. While no one on the show thinks this trend will continue, the message from everyone's standpoint was that the captain needs to shoot more. He's too good not to be. Finally, we wrapped up the Tuesday episode of ONR with another round of Baggedmilk's Trivia, including some Oilers vs. Utah-specific questions ahead of tonight's game. If you listened to last week's episode, you'll know that BM was way off on one of the questions, which prompted Liam to take on the role of trivia marshall and auditor. Did Baggedmilk get his questions right? You'll have to listen to find out for sure. SHOUTOUT TO OUR SPONSORS!!Powered by @bet365. Whatever the moment, it's Never Ordinary at bet365. Download the App today and use promo code: NATION. http://www.bet365.ca/ Odd Company Brewing: https://www.oddcompany.ca/Swiss Donair: https://swissdonair.com/ Hosted on Acast. See acast.com/privacy for more information.

In this episode of Coaster Radio, Mike and EB both mourn and laud the end of the Vekoma Flying Dutchman era....the final one left standing just closed at Six Flags America. They also have news about Universal's new theme park in the UK, and a rumored B&M dive coaster coming to Texas. They also explore the potential re-theme of Verbolten at Busch Gardens and the extended licensing agreement for Peanuts characters in Six Flags parks. Then, it's time for Round 4 of our interactive game show - THE ULTIMATE!

What Is Something That Can Instantly Ruin Your Day? Welcome to VOLUME 182 of The Bracket. Kenjac is host alongside Tommy Smokes, Nick, KB, Ebo and Blutman Follow The Bracket ►TWITTER - https://twitter.com/BracketPod ►INSTAGRAM - https://www.instagram.com/thebracket/ Follow Kenjac ►TWITTER - https://twitter.com/JackKennedy ►INSTAGRAM - https://www.instagram.com/jackennedy/ ►TIKTOK - https://www.tiktok.com/@ken_jac Intro - (0:00) No Charge vs Headache - (2:43) Bag Break v Mouth Break - (8:35) Sticky vs spill on shirt - (15:440 Cheah-In - (19:55) Cheah-In winner v Bike Delivery - (30:42) Bad Coworker v Wet Socks - (39:46) Car issues vs shower BM - (44:29) Forgot headphones v loud music on transit - (50:33) Cheah in - (55:31) Cheah in winner v BM Pants - (1:04:33) Playoffs - (1:09:31) Finals - (1:21:07) Download the Gametime app today and use code BRACKET for $20 off your first purchase Get your first month of BlueChew FREE Just use promo code BRACKET at checkout and pay five bucks for shipping. https://BlueChew.com See Oh, Hi! starring Molly Gordon & Logan Lerman, only in theaters on July 25! Tickets are on sale now at https://ohhimovie.com #RuinedDay #BarstoolSportsYou can find every episode of this show on Apple Podcasts, Spotify or YouTube. Prime Members can listen ad-free on Amazon Music. For more, visit barstool.link/lightscamerabarstool