Podcasts about Multimodal

This bonus episode of Founded & Funded is a follow-up to Madrona Partner Jon Turow's conversation with Douwe Kiela, CEO of Contextual AI and co-inventor of RAG. In this quick chat, they dive into: 1) Why storytelling—not just GTM—needs to be vertical2) How to build a platform by showing what's possible3) The tension between “doing one thing well” vs. building the whole stack 4) Multimodal content moderation at Meta & what it taught Douwe This 10-minute post-show chat is a must-listen for founders thinking deeply about where to plant your flag — and when to break the rules.

Dozens of AI updates.

In this episode of the Epigenetics Podcast, we talked with Boyan Bonev from the HelmholtzZetrum in Munich about his work on neuroepigenetics, focusing on gene regulation, chromatin architecture, and primate epigenome evolution, This Episode focuses on Dr. Bonev's recent research, particularly focusing on how chromatin architecture and gene regulation influence neural cell identity and function. He discusses his work investigating transcriptional activity in relation to chromatin insulation, highlighting a critical finding that induced expression of genes does not necessarily lead to chromatin insulation—a point that complicates prior assumptions about the relationship between gene expression and chromatin organization. This study aimed to determine the causal versus correlative aspects of chromatin architecture in brain development and links it to developmental processes and neurodevelopmental disorders. Building on his findings in gene regulation, Dr. Bonev elaborates on a significant study he conducted in his own lab, where he mapped the regulatory landscape of neural differentiation in the mouse neocortex. Here, he employed cutting-edge single-cell sequencing methodologies to analyze intricate gene and enhancer interactions, revealing that selective enhancer-promoter interactions are primarily cell-type specific. This nuanced understanding aids in deciphering the complexities associated with gene expression as it relates to neural stem cells and differentiated neurons, emphasizing the importance of single-cell analyses over bulk sequencing methods. Moreover, Dr. Bonev reveals a novel methodology developed in his lab that allows for the simultaneous assessment of spatial genome organization, chromatin accessibility, and DNA methylation at high resolution. This advancement not only reduces costs but also enhances the potential to correlate higher-dimensional genomic data with specific biological questions, fostering a more integrative approach to understanding genetic regulation. The discussion then shifts focus towards Dr. Bonev's recent project profiling primate epigenome evolution, where he investigated the 3D genome organization, chromatin accessibility, and gene expression among iPSCs and neural stem cells from various species, including humans, chimpanzees, gorillas, and macaques. In this research, he identifies trends related to transcription factor evolution and chromatin modifications across species. The insights gleaned from this work underscore the evolutionary significance of structural variations in the 3D genome, pointing to a possible link between chromatin dynamics and the evolutionary development of the primate brain.   References Bonev B, Mendelson Cohen N, Szabo Q, Fritsch L, Papadopoulos GL, Lubling Y, Xu X, Lv X, Hugnot JP, Tanay A, Cavalli G. Multiscale 3D Genome Rewiring during Mouse Neural Development. Cell. 2017 Oct 19;171(3):557-572.e24. doi: https://doi.org/10.1016/j.cell.2017.09.043. PMID: 29053968; PMCID: PMC5651218. Noack, F., Vangelisti, S., Raffl, G. et al. Multimodal profiling of the transcriptional regulatory landscape of the developing mouse cortex identifies Neurog2 as a key epigenome remodeler. Nat Neurosci 25, 154–167 (2022). https://doi.org/10.1038/s41593-021-01002-4 Noack F, Vangelisti S, Ditzer N, Chong F, Albert M, Bonev B. Joint epigenome profiling reveals cell-type-specific gene regulatory programmes in human cortical organoids. Nat Cell Biol. 2023 Dec;25(12):1873-1883. doi: 10.1038/s41556-023-01296-5. Epub 2023 Nov 23. PMID: 37996647; PMCID: PMC10709149.   Related Episodes Characterization of Epigenetic States in the Oligodendrocyte Lineage (Gonçalo Castelo-Branco) Polycomb Proteins, Gene Regulation, and Genome Organization in Drosophila (Giacomo Cavalli) The Effect of lncRNAs on Chromatin and Gene Regulation (John Rinn)   Contact Epigenetics Podcast on Mastodon Epigenetics Podcast on Bluesky Dr. Stefan Dillinger on LinkedIn Active Motif on LinkedIn Active Motif on Bluesky Email: podcast@activemotif.com

The world is completely different than it was before ChatGPT.

In this episode, Chang She, CEO and Co-founder of LanceDB, discusses the challenges of handling multimodal data and how LanceDB provides a cutting-edge solution. He shares his journey from contributing to Pandas to building a database optimized for images, video, vectors, and subtitles.Highlights include:- The limitations of traditional storage systems like Parquet for multimodal AI.- How LanceDB enables efficient querying and processing of diverse data types.- The growing importance of multimodal AI in enterprise applications.- Future trends in AI, including a shift from single models to holistic AI systems.- Predictions and "spicy takes" on AI advancements in 2025.

https://www.monosestocasticos.com/ 0:00 Estamos aprendiendo mucho de 'Un chino y medio' 5:01 Elon Musk hace negocios con Elon Musk 14:41 Los coches autónomos son tan predecibles que no lo son 18:47 La prueba de fuego para los coches sin conductor 22:54 Los modelos de H&M ahora tienen gemelos digitales 29:38 La IA multimodal no es un filtro de Studio Ghibli 45:09 El estilo de Miyazaki y las leyes japonesas 1:00:25 Hollywood hace caja con el arte de IA de los indios 1:05:51 Puerta grande o enfermería Le hemos pedido a una IA que resuma este episodio: En este fascinante episodio de "Monos Estocásticos," Matías S. Zavia y Antonio Ortiz nos llevan a una exploración ingeniosa y divertida sobre la intersección de la inteligencia artificial con la cultura contemporánea, abarcando desde memes virales hasta los últimos avances tecnológicos. Todo comienza con una anécdota sobre Elisa Mouliaá y su ingeniosa frase sobre la masonería y el club Bilderberg que inspiró a Matías a componerle una divertida canción, estableciendo el tono ligero pero incisivo de la conversación que les sigue. Antonio nos trae la reflexión sobre el impacto de influencias externas en sus propias rutinas, señalando el fenómeno viral que ha surgido gracias a "Un chino y medio," un podcast que, aunque reciente, ha captado la atención de muchos debido a su forma de enganchar a la audiencia. La comparación entre su estilo y el de los hosts de "Monos Estocásticos" provoca una discusión interesante sobre la retención de oyentes en el mundo del podcasting y cómo capturar la atención desde los primeros minutos de un episodio. Sin embargo, el núcleo del episodio gira en torno a la inteligencia artificial y su creciente influencia en la sociedad. Los presentadores se adentran en la reciente adquisición de Twitter por parte de la empresa de IA de Elon Musk, xAI. A través de un análisis crítico, Antonio desmenuza el acuerdo financiero, sugiriendo que el valor inflado de 33.000 millones de dólares puede estar manipulado para beneficiar a los inversores y al propio Musk. La conversación se enriquece con las implicaciones que este evento tiene sobre las dinámicas de poder dentro de la tecnología y la política contemporánea. A medida que avanzan, Matías y Antonio discuten la revolución que ha supuesto el modo de imagen de GPT-4o, haciendo hincapié en cómo esta nueva tecnología ha transformado la generación de imágenes digitales. Llenos de entusiasmo, comentan sobre las aplicaciones creativas, desde la generación de memes hasta la transformación digital de obras de arte, y se preguntan sobre el futuro de la memética en un mundo donde la IA puede generar contenido a una velocidad sin precedentes. Además, el episodio toca el tema de la ética en la inteligencia artificial, especialmente en el contexto del arte y las imágenes generadas en el estilo de Studio Ghibli. A través de un análisis profundo, abordan las reacciones tanto positivas como negativas del público a estos desarrollos, explorando la delgada línea que existe entre la inspiración y la apropiación cultural. Por último, Matías y Antonio finalizan con una nota más ligera, hablando sobre la llegada de robots camareros al sector de la hostelería en España, destacando la necesidad de que estos robots comprendan las particularidades culturales de los españoles. Con humor y chispa, discuten el potencial de estos robots para revolucionar la experiencia del cliente en bares y restaurantes, sugiriendo que, en un futuro cercano, los clientes podrían estar recibiendo su pedido de manos de un robot que entienda perfectamente su acento y costumbres. monos estocásticos es un podcast sobre inteligencia artificial presentado por Antonio Ortiz (@antonello) y Matías S. Zavia (@matiass). Sacamos un episodio nuevo cada jueves. Puedes seguirnos en YouTube, LinkedIn y X. Más enlaces en cuonda.com/monos-estocasticos/links

Wait. Gemini 2.5 can do whhhaaaaat?

We gotta talk about this

Peter Goetschi vom TCS (Touring Club Schweiz) spricht heute mit Andreas Herrmann im Mobility Pioneers Podcast über:> Die Ziele und Projekte des TCS> Welche Rolle hat der TCS in der Sensibilisierung der Allgemeinheit> Die Position des TCS rund um die MobilitätswendePeter Goetschi: https://www.linkedin.com/in/peter-goetschi-056a5871/Die Episode wurde am 19.03.2025 aufgezeichnet.

This compilation of news items from March 2024 2025 covers a range of significant advancements and strategic shifts within the field of artificial intelligence. It highlights Alibaba's cost-saving chip strategy and the release of their advanced multimodal AI model, alongside MIT's development of lifelike artificial muscles. The updates also include Dallas's ambition to become an AI-driven city and Microsoft's launch of its cybersecurity AI agents. Furthermore, the sources detail leadership changes at OpenAI and Alibaba's chairman's warning about a potential AI data centre bubble, while also noting the emergence of new powerful AI models for image generation and language processing, and China's push in humanoid robotics. Finally, the text reports on regulatory challenges faced by Meta in the EU and the introduction of a new benchmark to test AI reasoning.

Your competitors are already using AI. Don't get left behind. Weekly strategies used by PE Backed and Publicly Traded Companies →https://hi.switchy.io/U6H7In this episode, Ryan Staley interviews Aytekin Tank, the founder and CEO of JotForm, about the launch and development of their AI agents. They discuss the journey of creating AI agents, the success of the launch, and the features that set JotForm's AI agents apart. Aytekin shares insights on user engagement, customization options, and the importance of training AI agents effectively. The conversation also covers various use cases for AI agents, particularly in customer service and event management, highlighting the value they bring to businesses.Chapters00:00 Introduction to AI Agents and JotForm01:27 The Journey of Developing AI Agents05:39 Launch Success and User Engagement10:01 Demonstrating the AI Agent Features15:07 Customization and Integration Options20:16 Training AI Agents Effectively25:54 Use Cases and Trends in AI Agents32:45 Conclusion and Future Directions

Dr. Cathery Yeh, Supporting Neurodiverse Students in Elementary Mathematics Classrooms ROUNDING UP: SEASON 3 | EPISODE 14 What meaning does the term neurodiverse convey and how might it impact a student's learning experience?  And how can educators think about the work of designing environments and experiences that support neurodiverse students learning mathematics?  In this episode, we discuss these questions with Dr. Cathery Yeh, a professor in STEM education from the University of Texas at Austin.  BIOGRAPHY Dr. Cathery Yeh is an assistant professor in STEM education and a core faculty member in the Center for Asian American Studies from the University of Texas at Austin. Her research examines the intersections of race, language, and disability to provide a nuanced analysis of the constructions of ability in mathematics classrooms and education systems. TRANSCRIPT Mike Wallus: What meaning does the term neurodiverse convey and how might that language impact a student's learning experience? In this episode, we'll explore those questions. And we'll think about ways that educators can design learning environments that support all of their students. Joining us for this conversation is Dr. Cathery Yeh, a professor in STEM education from the University of Texas at Austin.  Welcome to the podcast, Cathery. It's really exciting to have you with us today. Cathery Yeh: Thank you, Mike. Honored to be invited. Mike: So, I wonder if we can start by offering listeners a common understanding of language that we'll use from time to time throughout the episode. How do you think about the meaning of neurodiversity? Cathery: Thank you for this thoughtful question. Language matters a lot. For me, neurodiversity refers to the natural variation in our human brains and our neurocognition, challenging this idea that there's a normal brain. I always think of… In Texas, we just had a snow day two days ago. And I think of, just as, there's no two snowflakes that are the same, there's no two brains that are exactly the same, too. I also think of its meaning from a personal perspective. I am not a special educator. I was a bilingual teacher and taught in inclusive settings. And my first exposure to the meaning of neurodiversity came from my own child, who—she openly blogs about it—as a Chinese-American girl, it was actually really hard for her to be diagnosed. Asian Americans, 1 out of 10 are diagnosed—that's the lowest of any ethnic racial group. And I'll often think about when… She's proud of her disabled identity. It is who she is. But what she noticed that when she tells people about her disabled identity, what do you think is the first thing people say when she says, “I'm neurodivergent. I have ADHD. I have autism.” What do you think folks usually say to her? The most common response? Mike: I'm going to guess that they express some level of surprise, and it might be associated with her ethnic background or racial identity. Cathery: She doesn't get that as much. The first thing people say is, they apologize to her. They say, “I'm sorry.” Mike: Wow. Cathery: And that happens quite a lot. And I say that because–and then I connected back to the term neurodiversity—because I think it's important to know its origins. It came about by Judy Singer. She's a sociologist. And about 30 years ago, she coined the term neurodiversity as an opposition to the medical model of understanding people and human difference as deficits. And her understanding is that difference is beautiful. All of us think and learn and process differently, and that's part of human diversity. So that original definition of neurodiversity was tied to the autism rights movement. But now, when we think about the term, it's expanded to include folks with ADHD, dyslexia, dyscalculia, mental health, conditions like depression, anxiety, and other neuro minorities like Tourette syndrome, and even memory loss. I wanted to name out all these things because sometimes we're looking for a really clean definition, and definitions are messy. There's a personal one. There's a societal one of how we position neurodiversity as something that's deficit, that needs to be fixed. But it's part of who one is. But it's also socially constructed. Because how do you decide when a difference becomes a difference that counts where you qualify as being neurodiverse, right? So, I think there's a lot to consider around that. Mike: You know, the answer that you shared is really a good segue because the question I was going to ask you involves something that I suspect you hear quite often is people asking you, “What are the best ways that I can support my neurodiverse students?” And it occurs to me that part of the challenge of that question is it assumes that there's this narrow range of things that you do for this narrow range of students who are different. The way that you just talked about the meaning of neurodiversity probably means that you have a different kind of answer to that question when people ask it. Cathery: I do get this question quite a lot. People email it to me, or they'll ask me. That's usually the first thing people ask. I think my response kind of matches my pink hair question. When they ask me the question, I often ask a question back. And I go, “How would you best educate Chinese children in math?” And they're like, “Why would you ask that?” The underlining assumption is that all Chinese children are the same, and they learn the same ways, they have the same needs, and also that their needs are different than the research-based equity math practices we know and have done 50–60 years of research that we've highlighted our effective teaching practices for all children. We've been part of NCTM for 20 years. We know that tasks that promote reasoning and problem solving have been effectively shown to be good for all. Using a connecting math representation—across math representations in a lesson—is good for all. Multimodal math discourse, not just verbal, written, but embodied in part who we are and, in building on student thinking, and all those things we know. And those are often the recommendations we should ask. But I think an important question is how often are our questions connecting to that instead? How often are we seeing that we assume that certain students cannot engage in these practices? And I think that's something we should prioritize more. I'm not saying that there are not specific struggles or difficulties that the neurodiversity umbrella includes, which includes ADHD, dyslexia, autism, bipolar disorder, on and on, so many things. I'm not saying that they don't experience difficulties in our school environment, but it's also understanding that if you know one neurodiverse student—you know me or my child—you only know one. That's all you know. And by assuming we're all the same, it ignores the other social identities and lived experiences that students have that impact their learning.  So, I'm going to ask you a question. Mike: Fire away. Cathery: OK. What comes to your mind when you hear the term “neurodiverse student”? What does that student look like, sound like, appear like to you? Mike: I think that's a really great question. There's a version of me not long ago that would have thought of that student as someone who's been categorized as special education, receiving special education services, perhaps a student that has ADHD. I might've used language like “students who have sensory needs or processing.” And I think as I hear myself say some of those things that I would've previously said, what jumps out is two things: One is I'm painting with a really broad brush as opposed to looking at the individual student and the things that they need. And two is the extent to which painting with a broad brush or trying to find a bucket of strategies that's for a particular group of students, that that really limits my thinking around what they can do or all the brilliance that they may have inside them. Cathery: Thank you for sharing that because that's a reflection I often do. I think about when I learned about my child, I learned about myself. How I automatically went to a deficit lens of like, “Oh, no, how are we going to function in the world? How's she going to function in the world?” But I also do this prompt quite a lot with teachers and others, and I ask them to draw it. When you draw someone, what do you see? And I'll be honest, kind of like drawing a scientist, we often draw Albert Einstein. When I ask folks to draw what a neurodiverse student looks like, they're predominantly white boys, to be honest with you. And I want to name that out. It's because students of color, especially black, brown, native students—they're disproportionately over- and under-identified as disabled in our schooling. Like we think about this idea that when most of us associate autism or ADHD mainly as part of the neurodiversity branch and as entirely within as white boys, which often happens with many of the teachers that I talk to and parents. We see them as needing services, but in contrast, when we think about, particularly our students of color and our boys—these young men—there's often a contrast of criminalization in being deprived of services for them. And this is not even what I'm saying. It's been 50 years of documented research from the Department of Ed from annual civil rights that repeatedly shows for 50 years now extreme disproportionality for disabled black and Latinx boys, in particular from suspension, expulsion, and in-school arrests. I think one of the most surprising statistics for me that I had learned recently was African-American youth are five times more likely to be misdiagnosed with conduct disorder before receiving the proper diagnosis of autism spectrum disorder. And I appreciate going back to that term of neurodiversity because I think it's really important for us to realize that neurodiversity is an asset-based perspective that makes us shift from looking at it as the student that needs to be fixed, that neurodiversity is the norm, but for us to look at the environment. And I really believe that we cannot have conversations about disability without fully having conversations about race, language, and the need to question what needs to be fixed, particularly not just our teaching, but our assessment practices. For example, we talk about neurodiversities around what we consider normal or abnormal, which is based on how we make expectations around what society thinks. One of the things that showed up in our own household—when we think about neurodiversity or assessments for autism—is this idea of maintaining eye contact. That's one of the widely considered autistic traits. In the Chinese and in the Asian household, and also in African communities, making eye contact to an adult or somebody with authority? It is considered rude. But we consider that as one of the characteristics when we engage in diagnostic tools. This is where I think there needs to be more deep reflection around how one is diagnosed, how a conversation of disability is not separate from our understanding of students and their language practices, their cultural practices. What do we consider normative? Because normative is highly situated in culture and context. Mike: I would love to stay on this theme because one of the things that stands out in that last portion of our conversation was this notion that rather than thinking about, “We need to change the child.” Part of what we really want to think about is, “What is the work that we might do to change the learning environment?” And I wonder if you could talk a bit about how educators go about that and what, maybe, some of the tools could be in their toolbox if they were trying to think in that way. Cathery: I love that question of, “What can we as teachers do? What's some actionable things?” I really appreciate Universal Design for Learning framework, particularly their revised updated version, or 3.0 version, that just came out, I think it was June or July of this year. Let me give you a little bit of background about universal design. And I'm sure you probably already know. I've been reading a lot around its origins. It came about [in the] 1980s, we know from cast.org. But I want to go further back, and it really builds from universal design and the work of architecture. So universal design was coined by a disabled architect. His name was Ronald Mace. And as I was reading his words, it really helped me better understand what UDL is. We know that UDL— Universal Design for Learning and universal design—is about access. Everybody should have access to curriculum. And that sounds great, but I've also seen classrooms where access to curriculum meant doing a different worksheet while everybody else is engaging in small group, whole group problem-based learning.  Access might mean your desk is in the front of the room where you're self-isolated—where you're really close to the front of the board so you can see it really well—but you can't talk to your peers. Or that access might mean you're in a whole different classroom, doing the same set of worksheets or problems, but you're not with your grade-level peers.  And when Ronald Mace talks about access, he explained that access in architecture had already been a focus in the late 1900s, around 1998, I think. But he said that universal design is really about the longing. And I think that really shifted the framing. And his argument was that we need to design a place, an environment where folks across a range of bodies and minds feel a sense of belonging there. That we don't need to adapt—the space was already designed for you. And that has been such a transformative perspective: That it shouldn't be going a different route or doing something different, because by doing that, you don't feel like you belong. But if the space is one where you can take part equally and access across the ways you may engage, then you feel a sense of belonging. Mike: The piece of what you said that I'm really contemplating right now is this notion of belonging. What occurs to me is that approaching design principles for a learning environment or a learning experience with belonging in mind is a really profound shift. Like asking the question, “What would it mean to feel a sense of belonging in this classroom or during this activity that's happening?” That really changes the kinds of things that an educator might consider going through a planning process. I'm wondering if you think you might be able to share an example or two of how you've seen educators apply universal design principles in their classrooms in ways that remove barriers in the environment and support students' mathematical learning. Cathery: Oh gosh, I feel so blessed. I spend… Tomorrow I'm going to be at a school site all day doing this. UDL is about being responsive to our students and knowing that the best teaching requires us to listen deeply to who they are, honor their mathematical brilliance, and their agency. It's about honoring who they are. I think where UDL ups it to another level, is it asks us to consider who makes the decision. If we are making all the decisions of what is best for that student, that's not fully aligned with UDL. The heart of UDL, it's around multiple ways for me to engage, to represent and express, and then students are given choice. So, one of the things that's an important part of UDL is honoring students' agency, so we do something called “access needs.” At the start of a lesson, we might go, “What do you need to be able to fully participate in math today?” And kids from kindergarten to high school or even my college students will just write out what they need. And usually, it's pretty stereotypical: “I want to talk to someone when I'm learning.” “I would like to see it and not just hear it.” And then you continually go back and you ask, “What are your access needs? What do you need to fully participate?”  So students are reflecting on their own what they need to be fully present and what they believe is helpful to create a successful learning environment. So that's a very strong UDL principle—that instead of us coming up with a set of norms for our students, we co-develop that. But we're co-developing it based on students reflecting on their experience in their environment. In kindergarten, we have children draw pictures. As they get older, they can draw, they can write. But it's this idea that it's an ongoing process for me to name out what I need to be fully present. And oftentimes, they're going to say things that are pretty critical. It's almost always critical, to be honest with you, but that's a… I would say that's a core component of UDL. We're allowing students to reflect on what they need so they can name it for themselves, and then we can then design that space together. And along the way, we have kids that name, “You know what? I need the manipulatives to be closer.” That would not come about at the start of me asking about access needs. But if we did a lesson, and it was not close by, they'll tell me. So it's really around designing an environment where they can fully participate and be their full selves and feel a sense of belonging. So, that's one example.  Another one that we've been doing is teachers and kids who have traditionally not participated the most in our classrooms or have even engaged in pullout intervention. And we'll have them walk around school, telling us about their day. “Will you walk me through your day and tell me how you feel in each of these spaces, and what are your experiences like?” And again, we're allowing the students to name out what they need. And then they're naming out… Oftentimes, with the students that we're at, where I'm working in mostly multilingual spaces, they'll say, “Oh, I love this teacher because she allows us to speak in Spanish in the room. It's OK.” So that's going back to ideas of action, expression, engagement, where students are allowed a trans language. That's one of the language principles.  But we're allowing students and providing spaces and really paying close attention to: “How do we decide how to maximize participation for our students with these set of UDL guidelines? How we are able to listen and make certain decisions on how we can strengthen their participation, their sense of belonging in our classrooms.” Mike: I think what's lovely about both of those examples—asking them to write or draw what they need or the description of, “Let's walk through the day. Let's walk through the different spaces that you learn in or the humans that you learn with”—is one, it really is listening to them and trying to make meaning of that and using that as your starting point. I think the other piece is that it makes me think that it's something that happens over time. It might shift, you might gain more clarity around the things that students need or they might gain more clarity around the things that they need over time. And those might shift a little bit, or it might come into greater focus. Like, “I thought I needed this” or “I think I needed this, but what I really meant was this.” There's this opportunity for kids to refine their needs and for educators to think about that in the designs that they create. Cathery: I really appreciate you naming that because it's all of that. It's an ongoing process where we're building a relationship with our students for us to co-design what effective teaching looks like—that it's not a one size fits all. It's disrupting this idea that what works for one works for all. It's around supporting our students to name out what they need. Now, I'm almost 50. I struggle to name out what I need sometimes, so it's not going to happen in, like, one time. It's an ongoing process. And what we need is linked to context, so it has to be ongoing. But there's also in the moments as well. And it's the heart of good teaching in math, when you allow students to solve problems in the ways that make sense to them, that's UDL by design. That's honoring the ideas of multiplicity in action, expression. When you might give a context-based problem and you take the numbers away and you give a set of number choices that students get to choose from. That is also this idea of UDL because there's multiple ways for them to engage. So there are also little things that we do that… note how they're just effective teaching. But we're honoring this idea that children should have agency. All children can engage in doing mathematics. And part of learning mathematics is also supporting our students to see the brilliance in themselves and to leverage that in their own teaching and learning. Mike: Yeah. Something else that really occurred to me as we've been talking is the difference between the way we've been talking about centering students' needs and asking them to help us understand them and the process that that kind of kicks off. I think what strikes me is that it's actually opening up the possibilities of what might happen or the ways that a student could be successful as opposed to this notion that “You're neurodiverse, you fit in this bucket. There's a set of strategies that I'm going to do just for you,” and those strategies might actually limit or constrict the options you have. For example, in terms of mathematics, what I remember happening very often when I was teaching is, I would create an open space for students to think about ways that they could solve problems. And at the time, often what would happen is kids who were characterized as neurodiverse wouldn't get access to those same strategies. It would be kind of the idea that “This is the way we should show them how to do it.” It just strikes me how different that experience is. I suspect that that was done with the best of intentions, but I think the impact unfortunately probably really didn't match the intent. Cathery: I love how you're being honest. I did the same thing when I was teaching, too, because we were often instructed to engage in whole-group instruction and probably do a small-group pullout. That was how I was taught. And when the same kids are repeatedly pulled out because we're saying that they're not able to engage in the instruction. I think that part of UDL is UDL is a process, realizing that if students are not engaging fully in the ways that we had hoped, instead of trying to fix the child, we look at the environment and think about what changes we need to make in tier one. So whole-group instruction, whole-group participation first to see how we can maximize their participation. And it's not one strategy, because it depends; it really depends. I think of, for example, with a group of teachers in California and Texas now, we've been looking at how we can track participation in whole-group settings. And we look at them across social demographics, and then we started to notice that when we promote multimodal whole-group participation, like kids have access to manipulatives even during whole-group share out. Or they have visuals that they can point to, their participation and who gets to participate drastically increase. So there's many ways in which, by nature, we engage in some narrow practices because, too, oftentimes whole group discussion is almost completely verbal and, at times, written, and usually the teacher's writing. So it's going back to the idea of, “Can we look at what we want our students to do at that moment? So starting on the math concept and practices, but then looking at our students and when they're not participating fully, it's not them. What are the UDL principles and things that I know and strategies that I have with my colleagues that I can make some small shifts?” Mike: You know, one of the things that I enjoy most about the podcast is that we really can take a deep dive into some big ideas, and the limitation is we have 20 minutes to perhaps a half hour. And I suspect there are a lot of people who are trying to make meaning of what we're talking about and thinking about, “How might I follow up? How might I take action on some of the ideas?” So I want to turn just for a little while to resources, and I'm wondering if there are resources that you would suggest for a listener who wants to continue learning about universal design in a mathematics classroom? Cathery: Oh, my goodness, that's such a hard question because there's so many. Some good ones overall: I would definitely encourage folks to dive into the UDL guidelines—the 3.0 updates. They're amazing. They're so joyful and transformative that they even have, one of the principles is centering joy in play, and for us to imagine that, right? Mike: Yes! Cathery: What does that mean to do that in a math classroom? We can name out 50 different ways. So how often do we get to see that? So, I would highly encourage folks to download that, engage in deep discussion because it was a 2.2 version for, I think, quite a few years. I would also lean into a resource that I'm glad to email later on so it's more easily accessible. I talked about access needs, this idea of asking students, asking community members, asking folks to give this opportunity to name out what they need. It's written by a colleague, Dr. Daniel Reinholz and Dr. Samantha Ridgway. It's a lovely reading, and it focuses specifically in STEM but I think it's a great place to read. I would say that Dr. Rachel Lambert's new book on UDL math is an excellent read. It's a great joyful read to think about. I'm going to give one shout out to the book called the Year of the Tiger: An Activist's Life. It's by Alice Wong. I encourage that because how often do we put the word activism next to disability? And Alice Wong is one of the most amazing humans in the world, and it's a graphic novel. So it's just joyful. It's words with poetry and graphic novel mixed together to see the life of what it means to be a disabled activist and how activism and disability goes hand in hand. Because when you are disabled and multi-marginalized, you are often advocating for yourself and others. It's amazing. So I'll stop there. There's endless amounts. Mike: So for listeners, we'll link the resources that Cathery was talking about in our show notes. I could keep going, but I think this is probably a great place to stop. I want to thank you so much for joining us. It's really been a pleasure talking with you. Cathery: Thank you. Thank you. Mike: This podcast is brought to you by The Math Learning Center and the Maier Math Foundation, dedicated to inspiring and enabling all individuals to discover and develop their mathematical confidence and ability. © 2025 The Math Learning Center | www.mathlearningcenter.org

This AI-generated episode of RAPM Focus discusses the May 2024 publication of “Single-bolus Injection of Local Anesthetic, With or Without Continuous Infusion, for Interscalene Brachial Plexus Block in the Setting of Multimodal Analgesia: A Randomized Controlled Unblinded Trial” by Dr. Patrick Rhyner et al.” For anyone facing shoulder surgery, pain management after the procedure is crucial. In this paper, Rhyner et al. question whether or not a continuous infusion of pain medication through a catheter is better than giving a patient a single injection after having shoulder surgery. The paper discusses a multimodal approach of pain management—dethamexazone, magnesium, acetaminophen, and ketorolac. In this study, patients undergoing two common shoulder surgeries—shoulder arthroplasty or arthroscopic rotator cuff repair—were divided into two groups, in which one group received a continuous infusion of medication via catheters, or a single dose of pain relief. Results were measured by how much morphine patients needed through a patient-controlled analgesia pump during the first 24 hours after surgery. *The purpose of this podcast is to educate and to inform. The content of this podcast does not constitute medical advice, and it is not intended to function as a substitute for a healthcare practitioner's judgement, patient care, or treatment. The views expressed by contributors are those of the speakers. BMJ does not endorse any views or recommendations discussed or expressed on this podcast. Listeners should also be aware that professionals in the field may have different opinions. By listening to this podcast, listeners agree not to use its content as the basis for their own medical treatment or for the medical treatment of others. Podcast and music produced by Dan Langa. Find us on X @RAPMOnline, LinkedIn @ Regional Anesthesia & Pain Medicine, Facebook @Regional Anesthesia & Pain Medicine, and Instagram @RAPM_Online.

Is your organization just jumping on the AI bandwagon, or do you have a solution that will support your company's needs in the short and long term? Welcome to this episode, brought to you by Reka, a developer of industry-leading, multimodal, AI models that enable individuals and organizations to deploy generative AI applications. Today we're going to talk about the power of multimodal AI in the enterprise and why it is important for businesses to incorporate AI that is able to utilize multiple input sources, multiple languages, and flexible contexts to provide more intelligent insights. To help me discuss this topic, I'd like to welcome Dani Yogatama, CEO of Reka. RESOURCES Reka: https://www.reka.ai Don't Miss MAICON 2025, October 14-16 in Cleveland - the event bringing together the brightest minds and leading voices in AI. Use Code AGILE150 for $150 off registration. Go here to register: https://bit.ly/agile150 Connect with Greg on LinkedIn: https://www.linkedin.com/in/gregkihlstrom Don't miss a thing: get the latest episodes, sign up for our newsletter and more: https://www.theagilebrand.show Check out The Agile Brand Guide website with articles, insights, and Martechipedia, the wiki for marketing technology: https://www.agilebrandguide.com The Agile Brand podcast is brought to you by TEKsystems. Learn more here: https://www.teksystems.com/versionnextnow The Agile Brand is produced by Missing Link—a Latina-owned strategy-driven, creatively fueled production co-op. From ideation to creation, they craft human connections through intelligent, engaging and informative content. https://www.missinglink.company

Is your organization just jumping on the AI bandwagon, or do you have a solution that will support your company's needs in the short and long term? Welcome to this episode, brought to you by Reka, a developer of industry-leading, multimodal, AI models that enable individuals and organizations to deploy generative AI applications. Today we're going to talk about the power of multimodal AI in the enterprise and why it is important for businesses to incorporate AI that is able to utilize multiple input sources, multiple languages, and flexible contexts to provide more intelligent insights. To help me discuss this topic, I'd like to welcome Dani Yogatama, CEO of Reka. RESOURCES Reka: https://www.reka.ai Don't Miss MAICON 2025, October 14-16 in Cleveland - the event bringing together the brightest minds and leading voices in AI. Use Code AGILE150 for $150 off registration. Go here to register: https://bit.ly/agile150 Connect with Greg on LinkedIn: https://www.linkedin.com/in/gregkihlstrom Don't miss a thing: get the latest episodes, sign up for our newsletter and more: https://www.theagilebrand.show Check out The Agile Brand Guide website with articles, insights, and Martechipedia, the wiki for marketing technology: https://www.agilebrandguide.com The Agile Brand podcast is brought to you by TEKsystems. Learn more here: https://www.teksystems.com/versionnextnow The Agile Brand is produced by Missing Link—a Latina-owned strategy-driven, creatively fueled production co-op. From ideation to creation, they craft human connections through intelligent, engaging and informative content. https://www.missinglink.company

Send Everyday AI and Jordan a text messageOpenAI and Google are essentially asking the federal government to skip the whole copyright law.

This conversation delves into the latest developments in AI, particularly focusing on Google's Gemma models and their capabilities. The discussion covers the differences between various types of language models, the significance of multimodal inputs, and the training techniques employed in AI models. The hosts also explore the implications of open-source versus proprietary models, the hardware requirements for running these models, and the limitations of benchmarks in evaluating AI performance. Additionally, they touch on the future of robotics and the cultural differences in AI adoption, particularly between Japan and the United States. takeaways Open source models are pushing the boundaries of AI. Gemma models are capable of multimodal inputs. Different types of LLMs serve different purposes. Benchmarks can be misleading and should be approached with caution. Training techniques like RLHF are crucial for model performance. The hardware requirements for AI models vary significantly. Cultural differences affect the adoption of robotics and AI. Robots are increasingly filling labor gaps in societies with declining populations. AI benchmarks should be tailored to specific use cases. The future of robotics and AI feels imminent and exciting. Chapters  00:00 Introduction to the Week's AI Developments 00:50 Exploring Google's Gemma Models 03:21 Understanding Different Types of LLMs 05:32 Gemma's Multimodal and Multilingual Capabilities 08:45 Training Techniques Behind Gemma 15:48 Open Source Models and Their Impact 20:34 Benchmarking AI Models 28:30 Gaming Benchmarks in AI 34:10 The Ethics of Benchmarking in AI 44:56 Language Learning and AI Models 49:12 The Importance of Benchmarks 52:35 Vibe Checks and User Preferences 01:01:09 Top AI Models and Their Performance 01:13:35 Robotics and the Future of AI 01:27:20 Cultural Perspectives on Automation

We're switching things up in 2025 with a slightly different format. You'll still get all the great conversations with inspiring people across the veterinary profession, but we're also introducing shorter, standalone clinical segments to focus on key topics.   This week, we're tackling a common clinical question: Should I use prazosin in my blocked cats?   To help us break it down, Dr. Sam Taylor, RCVS Recognized Specialist in Feline Medicine and Veterinary Specialist Lead at International Cat Care, joins us to discuss the latest evidence and best practices when managing feline lower urinary tract diseases.   Key Takeaways: Does prazosin prevent re-obstruction? We look at the latest studies and real-world clinical outcomes. Multimodal management strategies—what else should be part of your blocked cat protocol? If you've ever debated whether prazosin is a must-have for blocked cats, this episode is for you!   Resources Mentioned in This Episode:   International Cat Care Guidelines on Feline Lower Urinary Tract Disease (FLUTD): https://journals.sagepub.com/doi/10.1177/1098612X241309176   Cat Carer Guide on Environmental Needs and MEMO: https://icatcare.org/resources/cat-carer-guide-urinary-tract-diseases.pdf   For more high-quality CPD, check out www.vtx-cpd.com.

Code is content. Writers build apps. App builders write newsletters. This is  Every CEO & Founder Dan Shipper's vision for the modern media company. Michael Mignano, Partner at Lightspeed, sits down with Dan to talk about building the first multimodal media company, developing viral software like Cora, and cultivating an audience and talent at Every. Check out our episode with Nathan Baschez, Every cofounder and Lex CEOEpisode Chapters(00:00) Introduction(02:54) Dan's Journey into Coding(03:47) Cofounding Firefly(06:53) The Evolution of Every(15:40) Vibe Coding(24:37) The Creation of Cora(30:12) Every's Product Ecosystem(34:47) AI&I Podcast(35:37) Innovative Uses of AI Tools(37:46) Deep Background and Research Tools(41:07) Exploring AI Models and Their Capabilities(49:14) Voice as the Future Interface(57:04) The Future of AI and Startups(01:03:26) Final ThoughtsStay in touch:www.lsvp.comX: https://twitter.com/lightspeedvpLinkedIn: https://www.linkedin.com/company/lightspeed-venture-partners/Instagram: https://www.instagram.com/lightspeedventurepartners/Subscribe on your favorite podcast app: generativenow.coEmail: generativenow@lsvp.comThe content here does not constitute tax, legal, business or investment advice or an offer to provide such advice, should not be construed as advocating the purchase or sale of any security or investment or a recommendation of any company, and is not an offer, or solicitation of an offer, for the purchase or sale of any security or investment product. For more details please see lsvp.com/legal.

On this episode of The Cybersecurity Defenders Podcast we speak with Philippe Humeau, CEO of CrowdSec, about Multimodal Offensive Artificial Intelligence (MOAI).Philippe is a cybersecurity expert and seasoned entrepreneur with a deep passion for enhancing global internet security. He is the founder and CEO of CrowdSec, an innovative open-source platform that harnesses the power of community-driven threat intelligence to protect systems worldwide. Philippe's work focuses on collaborative approaches to cybersecurity, ensuring that organizations can stay ahead of evolving threats by pooling collective knowledge and resources. With years of experience building solutions that address complex security challenges, Philippe has made a significant impact on the field.Before founding CrowdSec, Philippe successfully launched and led several companies within the cybersecurity space, further cementing his reputation as a thought leader and innovator. His journey reflects a commitment to addressing the most pressing challenges in the digital age, from fostering safer internet ecosystems to empowering businesses with the tools they need to defend against cyberattacks. Philippe is also an advocate for open-source technology and community-driven solutions, underscoring his belief that collaboration is key to combating global threats.

Currently serving as a strategic advisor, my expertise in transportation, land use, and the environment guides public, private, and not-for-profit organizations towards innovative and sustainable solutions. With a vision anchored in economic vitality, environmental stewardship, and access to opportunity, my efforts are modeled on successes like the Innovative DOT initiative, the National Complete Streets Coalition, the Portland Streetcar and the Glenwood Springs to Aspen Bus Rapid Transit system, setting benchmarks for mobility nationwide.As the Secretary of Transportation at the Washington State Department of Transportation from 2016 to 2025, my leadership was defined by a commitment to resilience, sustainability, and teamwork, overseeing a $5 billion annual budget and a team of 7,600. What you'll learn:The importance of maintenance over expansion – Investing in existing infrastructure ensures reliability and public trustThe hidden costs of congestion vs. crashes – While congestion is a well-known problem, crashes cost the economy significantly more, yet receive less funding and attention.Multimodal planning and transit-oriented development – Cities benefit from shifting away from car-centric development toward integrated land-use and transportation strategies that prioritise active travel modesData-driven decision-making in transport – Effective advocacy requires facts that resonate with decision-makers and the public.

Today, we're joined by Chengzu Li, PhD student at the University of Cambridge to discuss his recent paper, “Imagine while Reasoning in Space: Multimodal Visualization-of-Thought.” We explore the motivations behind MVoT, its connection to prior work like TopViewRS, and its relation to cognitive science principles such as dual coding theory. We dig into the MVoT framework along with its various task environments—maze, mini-behavior, and frozen lake. We explore token discrepancy loss, a technique designed to align language and visual embeddings, ensuring accurate and meaningful visual representations. Additionally, we cover the data collection and training process, reasoning over relative spatial relations between different entities, and dynamic spatial reasoning. Lastly, Chengzu shares insights from experiments with MVoT, focusing on the lessons learned and the potential for applying these models in real-world scenarios like robotics and architectural design. The complete show notes for this episode can be found at https://twimlai.com/go/722.

In 1950, the Texas A&M Board of Directors charged the Texas Transportation Institute (now the Texas A&M Transportation Institute, or TTI) to enlist the broad resources of the college across the spectrum of transportation research to benefit Texas, while also providing unique educational opportunities for students to study and work in the field. This agreement solidified the Cooperative Research Program between the then-Texas Highway Department (now the Texas Department of Transportation) and TTI. For 75 years, these agencies have partnered to conduct applied research that benefits Texans and travelers worldwide by innovating and improving the safety, mobility, and resilience of our transportation network. Our host, Allan Rutter, talks about this longstanding relationship with TxDOT Executive Director Marc Williams and TTI Agency Director Greg Winfree.

Hey all, Alex here

CoactiveAI is pioneering the multimodal application platform (MAP) category, enabling companies to unlock value from their visual content through AI-powered search, tagging, and analytics. In this episode of Category Visionaries, I sat down with William Gaviria Rojas, Field CTO & Co-Founder of CoactiveAI to discuss his inspiring journey from Colombian refugee to MIT graduate and successful founder, as well as CoactiveAI's vision for transforming how enterprises work with visual content. Topics Discussed: William's journey from Colombian refugee to MIT and entrepreneurship The founding story of CoactiveAI and early backing from a16z Evolution of the AI landscape pre and post-ChatGPT Creating the multimodal application platform category Building AI applications for media and entertainment companies Challenges and opportunities in trust and safety use cases Going from prototypes to production AI implementations   GTM Lessons for B2B Founders: Category Creation Through Customer Discovery: Rather than trying to serve every vertical initially, CoactiveAI went through a deliberate "market annealing" process. Through extensive customer conversations, they discovered that media and entertainment companies had the most complex content challenges and could derive the most immediate value from their technology. Focus on finding the intersection of your technical capabilities and the markets where you can have the biggest impact. Technical Differentiation in a Crowded Market: When the AI space became crowded post-ChatGPT, CoactiveAI maintained their edge by emphasizing their deep technical capabilities built since 2021. William notes, "We weren't some sort of light wrapper around OpenAI or ChatGPT." In emerging technology markets, having genuine technical differentiation can help you stand out from opportunistic newcomers. Enterprise Partnership Strategy: Rather than pursuing transactional sales, CoactiveAI focuses on building true partnerships with enterprise customers. As William explains, "If you just come to somebody like a vendor and that's really all you're kind of doing, this is just kind of a transactional sale." Instead, they invest in deeply understanding customer pain points and collaborating on solutions, which has led to successful deployments with major companies like NBCUniversal and Thomson Reuters. Evolving Value Proposition: William observed that while 2024 was about prototypes and proofs of concept, 2025 is focused on demonstrating real ROI from AI implementations. He emphasizes the importance of having clear customer success stories and ROI metrics as the market matures. B2B founders should anticipate and adapt to these shifts in buyer expectations. Vision-Driven Culture: CoactiveAI published their culture on GitHub as one of their first actions, emphasizing that success isn't just about business metrics but also about how you achieve that success. William's vision includes building "ladders" for the next generation of diverse founders. This clear mission has helped attract talent and align the team around common goals. //   Sponsors: Front Lines — We help B2B tech companies launch, manage, and grow podcasts that drive demand, awareness, and thought leadership. www.FrontLines.io The Global Talent Co. — We help tech startups find, vet, hire, pay, and retain amazing marketing talent that costs 50-70% less than the US & Europe.  www.GlobalTalent.co  

The free livestreams for AI Engineer Summit are now up! Please hit the bell to help us appease the algo gods. We're also announcing a special Online Track later today.Today's Deep Research episode is our last in our series of AIE Summit preview podcasts - thanks for following along with our OpenAI, Portkey, Pydantic, Bee, and Bret Taylor episodes, and we hope you enjoy the Summit! Catch you on livestream.Everybody's going deep now. Deep Work. Deep Learning. DeepMind. If 2025 is the Year of Agents, then the 2020s are the Decade of Deep.While “LLM-powered Search” is as old as Perplexity and SearchGPT, and open source projects like GPTResearcher and clones like OpenDeepResearch exist, the difference with “Deep Research” products is they are both “agentic” (loosely meaning that an LLM decides the next step in a workflow, usually involving tools) and bundling custom-tuned frontier models (custom tuned o3 and Gemini 1.5 Flash).The reception to OpenAI's Deep Research agent has been nothing short of breathless:"Deep Research is the best public-facing AI product Google has ever released. It's like having a college-educated researcher in your pocket." - Jason Calacanis“I have had [Deep Research] write a number of ten-page papers for me, each of them outstanding. I think of the quality as comparable to having a good PhD-level research assistant, and sending that person away with a task for a week or two, or maybe more. Except Deep Research does the work in five or six minutes.” - Tyler Cowen“Deep Research is one of the best bargains in technology.” - Ben Thompson“my very approximate vibe is that it can do a single-digit percentage of all economically valuable tasks in the world, which is a wild milestone.” - sama“Using Deep Research over the past few weeks has been my own personal AGI moment. It takes 10 mins to generate accurate and thorough competitive and market research (with sources) that previously used to take me at least 3 hours.” - OAI employee“It's like a bazooka for the curious mind” - Dan Shipper“Deep research can be seen as a new interface for the internet, in addition to being an incredible agent… This paradigm will be so powerful that in the future, navigating the internet manually via a browser will be "old-school", like performing arithmetic calculations by hand.” - Jason Wei“One notable characteristic of Deep Research is its extreme patience. I think this is rapidly approaching “superhuman patience”. One realization working on this project was that intelligence and patience go really well together.” - HyungWon“I asked it to write a reference Interaction Calculus evaluator in Haskell. A few exchanges later, it gave me a complete file, including a parser, an evaluator, O(1) interactions and everything. The file compiled, and worked on my test inputs. There are some minor issues, but it is mostly correct. So, in about 30 minutes, o3 performed a job that would take me a day or so.” - Victor Taelin“Can confirm OpenAI Deep Research is quite strong. In a few minutes it did what used to take a dozen hours. The implications to knowledge work is going to be quite profound when you just ask an AI Agent to perform full tasks for you and come back with a finished result.” - Aaron Levie“Deep Research is genuinely useful” - Gary MarcusWith the advent of “Deep Research” agents, we are now routinely asking models to go through 100+ websites and generate in-depth reports on any topic. The Deep Research revolution has hit the AI scene in the last 2 weeks: * Dec 11th: Gemini Deep Research (today's guest!) rolls out with Gemini Advanced* Feb 2nd: OpenAI releases Deep Research* Feb 3rd: a dozen “Open Deep Research” clones launch* Feb 5th: Gemini 2.0 Flash GA* Feb 15th: Perplexity launches Deep Research * Feb 17th: xAI launches Deep SearchIn today's episode, we welcome Aarush Selvan and Mukund Sridhar, the lead PM and tech lead for Gemini Deep Research, the originators of the entire category. We asked detailed questions from inspiration to implementation, why they had to finetune a special model for it instead of using the standard Gemini model, how to run evals for them, and how to think about the distribution of use cases. (We also have an upcoming Gemini 2 episode with our returning first guest Logan Kilpatrick so stay tuned

On this episode of Neuro Navigators,⁠Kristen Keech⁠ and⁠Jessica Asiello⁠ join host⁠J. J. Mowder-Tinney ⁠to tackle a vital and often misunderstood topic: disorders of consciousness (DoC). Together, we bust myths, consider ethical challenges, and offer actionable insights grounded in cutting-edge research, including recent clinical practice guidelines. How can we ensure equitable access to treatment and avoid strikingly common pitfalls like misdiagnosis or premature withdrawal of care? Tune in to explore evidence-based practices, practical strategies, and inspiring examples that challenge us to rethink what's possible for these patients.Learning ObjectivesInterpret the evidence around rehab professionals' role in assessment and recovery of consciousnessApply evidence-based, practical strategies to actionably address gaps in knowledge translation to ensure implementation of best practices when managing individuals with disorders of consciousnessSolve patient case scenarios involving individuals at various levels of consciousnessTimestamps(00:00:00) Welcome(00:00:50) Introduction to guests and disorders of consciousness (DoC)(00:02:20) Personal journeys and passion for DoC(00:06:05) Misconceptions and clinical questions(00:09:23) Assessment techniques and team collaboration(00:13:29) Recent research and evidence-based practice(00:23:10) Understanding disorders of consciousness(00:25:33) Multimodal approaches in rehabilitation(00:27:45) Assessment tools and techniques(00:29:13) Importance of documentation(00:31:45) Individualizing patient care(00:33:15) Engaging families in therapy(00:36:25) Overcoming barriers in treatment(00:39:58) Empowering clinicians(00:41:14) Actionable takeaways for clinicians(00:43:17) Case studies in practice(00:49:11) Final thoughts and inspirationResources Mentioned in Episode⁠Practice guideline update recommendations summary: Disorders of consciousness⁠Neuro Navigators is brought to you by Medbridge. If you'd like to earn continuing education credit for listening to this episode and access bonus takeaway handouts, log in to your Medbridge account and navigate to the course where you'll find accreditation details. If applicable, complete the post-course assessment and survey to be eligible for credit. The takeaway handout on Medbridge gives you the key points mentioned in this episode, along with additional resources you can implement into your practice right away.To hear more episodes of Neuro Navaigators, visit⁠https://www.medbridge.com/neuro-navigators⁠If you'd like to subscribe to Medbridge, visit⁠https://www.medbridge.com/pricing/⁠

Dr. Steven Liew, is a globally recognised Specialist Plastic Surgeon and the founder and Chief Medical Officer of Shape Clinic in Sydney. Dr. Liew delves into the future of aesthetic medicine, with a particular focus on the role of regenerative medicine alongside surgical techniques. He highlights the increasing importance of combining various treatments to address the complexities of ageing. Key topics include cutting-edge treatments such as polynucleotides and exosomes, their applications in skin rejuvenation, and the future of personalised, multimodal approaches in aesthetic clinics. Dr Steven Liew (FRACS) Specialist Plastic Surgeon MED0001151298 Key Takeaways: The future of aesthetics lies in a blend of surgical and non-surgical methods. Regenerative medicine is pivotal in advancing aesthetic treatments. Polynucleotides can enhance skin quality and elasticity significantly. Menopause-related skin changes require targeted, specialised treatments. Ageing is increasingly recognised as a condition requiring medical intervention. Exosomes are a powerful tool for promoting skin regeneration. Multimodal treatments will become a cornerstone of aesthetic practice. Fat preservation in the face is key to maintaining a youthful appearance. Combination therapies offer a comprehensive approach to effective treatment. The role of stem cells in regenerative medicine is expanding rapidly. Watch the episode here:https://youtu.be/YUc4cg0bf94See omnystudio.com/listener for privacy information.

Send us a textThis episode addresses the often-taboo subjects of male enhancement and erectile function, emphasizing that many men feel inadequate due to misconceptions about size. Dr. Judson Brandeis discusses innovative, scientifically-backed methods for safe enlargement and improved erectile function while encouraging men to prioritize their overall health.• Overview of the significance of human anatomy • Insights into average penis size and its mental impact • Discussion on males' desire for enhancement • P-LONG study findings on safe enlargement methods • Explanation of PRP injections and their role in enhancing function • The relationship between lifestyle, health, and erectile function • Multimodal treatment approaches for optimal results • Shockwave therapy's potential benefits for vascular health • Resources for accessing the P-LONG treatment network • Final thoughts on the importance of health and confidence Explore safer and effective treatments by visiting p-long.com and take a step toward enhancing your confidence and sexual health!Check out Dr Brandeis P-long Protocol HERE And his book 21st Century Male HERE00:00:00 Natural Penis Enlargement Methods Explored00:10:47 Effective Strategies for Penile Enhancement00:18:31 Penis Enlargement Methods Clarified00:29:09 Addressing Erectile Dysfunction00:34:57 Accessing P-Long Looking for a Next Level Human Coach? Get on the waitlist and get access to the brand-new science of quantum metabolism and identity restructuring with Dr Jade and the team.http://nextlevelhuman.com/human-coaching Connect with Next Level HumanWebsite: www.nextlevelhuman.comsupport@nextlevelhuman.comConnect with Dr. Jade TetaWebsite: www.jadeteta.comInstagram: @jadeteta

Send Everyday AI and Jordan a text messageAI agents have been all the buzz recently. But why AI agents? And why now? There's a lot going on under the surface. Scott Beechuk joins us to dive in deep and tell you what you need to know.Newsletter: Sign up for our free daily newsletterMore on this Episode: Episode PageJoin the discussion: Ask Jordan and Scott questions on AIUpcoming Episodes: Check out the upcoming Everyday AI Livestream lineupWebsite: YourEverydayAI.comEmail The Show: info@youreverydayai.comConnect with Jordan on LinkedInTopics Covered in This Episode:1. Current State of AI Agents2. Challenges in AI to AI Interactions3. Guardrails in AI4. Humans' Roles in AI Integration5. AI Agent Use Cases6. Future of AI AgentsTimestamps:00:00 AI agents are mainstream, bridging future enterprise work.05:28 Technological shifts drive innovation, advancing AI capabilities.07:40 Automate knowledge tasks and complex problem-solving cautiously.10:25 AI complexity requires new quality assurance strategies.15:53 AI agents optimize customer service interactions effectively.19:39 AI's future: Multimodal interactions with voice, video.23:51 AI enhances customer relationship building and sales effectiveness.26:57 AI development tools advancing, with complex AI interactions.29:13 Tracing AI interactions lacks standard communication protocols.31:41 Build companies by working backward for efficiency.Keywords:AI advancements, GitHub Copilot, Microsoft's WorkLab, AI guardrails, OpenAI, AI in sales, AI in customer engagement, Scott Beechuk, AI agents, machine learning, generative AI, ChatGPT, customer service, transparency in AI usage, automating customer outreach, multimodal future of AI, AI development, R&D in AI, AI systems' risks, Cursor, Zencoder, Replicant, Jordan Wilson, Norwest Venture Partners, Software development, Anthropic, Salesforce, EveryDay AI podcast, data privacy in AI, brand integrity with AI Ready for ROI on GenAI? Go to youreverydayai.com/partner

In this interview, Sandy Vance discusses AI imaging and multimodal data with Ryan Tarzy, CEO of Avandra Imaging. Ryan explains the problems that medical researchers face related to accessing imaging data, and how Avandra is dealing with these challenges. The conversation explores the benefits and challenges working with imaging data and the use cases for Avandra's datasets. Tarzy argues that healthcare is not innovating at the pace of other industries, and that access to imaging data can drive new innovations.In this episode, they discuss:Avandra Imaging, which offers access to a rich library of data backed by expert support and robust security. Tarzy explains imaging data's advantages in medical research.The barriers to accessing and distributing data are related to file sizes, a patchwork of organizations collecting the data, and categorization difficulties.Healthcare has not kept pace with other industries in terms of its innovation.Multimodal data are datasets with different verticals of data such as EMR, imaging, and claims. Avandra Imaging is focused on highly curated and difficult to find datasets by collecting data across sources.There are many use cases for imaging data, with one particularly exciting case being the early detection of diseases like pancreatic cancer.A little about Tarzy:Ryan Tarzy is the Founder and CEO of Avandra Imaging, a company focused on advancing health research and innovation by unlocking imaging and multi-modal data. With over 20 years of experience as an executive and founding roles at six startups, Ryan has a passion for problem-solving and data.As an investor, coach, and advisor, Ryan has made eight investments in early-stage companies led by first-time founders, focusing on Digital Health, AI/ML, and eSports. His entrepreneurial journey includes co-founding and leading three startups, contributing to a cumulative $1.4 billion exit.Under Tarzy's leadership, Avandra Imaging has become the world's largest federated network for medical imaging and clinical data, aiming to unlock and organize global medical images and create a data ecosystem for research and innovation. Tarzy is driving forward a future of impactful medical innovation by making access to critical healthcare data simple and dependable with Avandra. 

In a world increasingly shaped by technological advancements, the intersection of innovation and child safety has become a focal point for many industries, particularly automotive. The recent developments discussed by Natalie Lopez of Algorized highlight the transformative potential of technology in saving lives, especially when it comes to protecting our most vulnerable population: children.Life-saving technology for child safetyOne of the most pressing issues faced by parents is the tragic phenomenon of children being left unattended in vehicles, particularly infants and toddlers. The consequences can be dire, often resulting in severe health risks or even fatalities due to heat exhaustion in hot cars. This heartbreaking reality underscores the urgent need for effective solutions that can prevent such tragedies. Fortunately, technology is stepping up to address this critical issue.Algorized, originally focused on detecting people trapped in buildings during rescue missions, has expanded its technology to include a life-saving feature for automobiles. By utilizing the same sensors and technology designed for detecting human presence in emergencies, the company has developed a system that can notify parents and caregivers when a child is left inside a vehicle. This innovative approach not only showcases the versatility of the technology but also emphasizes its potential to save lives.This development is not just a technological upgrade; it represents a significant step forward in child safety. In Europe, the implementation of this feature will be standard in all new vehicles as of next year, reflecting a growing recognition of the importance of child safety in automotive design.The implications of this technology extend beyond mere convenience; they have the potential to change lives. The emotional weight of hearing about children left in hot cars is profound. It resonates with parents and caregivers who understand the stakes involved. The introduction of this detection system offers a layer of reassurance, knowing that technology can act as a safeguard against human error.Multimodal sensor technology enhances safetyAt the heart of this innovation is the concept of multimodal sensor fusion, which involves combining data from various sensor types-such as ultrawideband, wireless sensors, and computer vision systems to create a comprehensive understanding of the environment. This integration allows for a more nuanced interpretation of data, moving beyond isolated sensor readings to a holistic view that can significantly enhance decision-making processes in critical situations.One of the primary applications of this technology is in emergency response scenarios. Lopez illustrates how Algorized collaborates with sensor manufacturers to deploy portable sensors that can be quickly set up in disaster-stricken areas, such as those affected by mine cave-ins or other emergencies. The ability to detect human life through these sensors can be a game-changer in search and rescue operations. When law enforcement or medical teams are alerted to the presence of individuals in need of assistance, the technology can provide real-time data that directs responders to the exact location of those individuals, potentially saving lives.Conclusion: Preventing infant heat injuries and deathsAlgorized is at the forefront of developing advanced sensing and perception technologies designed to protect life. Their innovative solutions utilize ultra-wideband (UWB) radar and complex processing algorithms to detect human presence, track positioning, and monitor vital signs, even through obstacles. These technologies have wide-ranging applications, from enhancing in-car safety and autonomous vehicles to improving human-machine interactions and consumer electronics. Algorized's commitment to sustainability and unobtrusiveness ensures that their solutions seamlessly integrate into various environments, providing real-time decision-making capabilities and contributing to a safer, more efficient world.Interview by Don Baine, The Gadget Professor.Sponsored by: Get $5 to protect your credit card information online with Privacy. Amazon Prime gives you more than just free shipping. Get free music, TV shows, movies, videogames and more. The most flexible tools for podcasting. Get a 30 day free trial of storage and statistics.

In a world increasingly shaped by technological advancements, the intersection of innovation and child safety has become a focal point for many industries, particularly automotive. The recent developments discussed by Natalie Lopez of Algorized highlight the transformative potential of technology in saving lives, especially when it comes to protecting our most vulnerable population: children.Life-saving technology for child safetyOne of the most pressing issues faced by parents is the tragic phenomenon of children being left unattended in vehicles, particularly infants and toddlers. The consequences can be dire, often resulting in severe health risks or even fatalities due to heat exhaustion in hot cars. This heartbreaking reality underscores the urgent need for effective solutions that can prevent such tragedies. Fortunately, technology is stepping up to address this critical issue.Algorized, originally focused on detecting people trapped in buildings during rescue missions, has expanded its technology to include a life-saving feature for automobiles. By utilizing the same sensors and technology designed for detecting human presence in emergencies, the company has developed a system that can notify parents and caregivers when a child is left inside a vehicle. This innovative approach not only showcases the versatility of the technology but also emphasizes its potential to save lives.This development is not just a technological upgrade; it represents a significant step forward in child safety. In Europe, the implementation of this feature will be standard in all new vehicles as of next year, reflecting a growing recognition of the importance of child safety in automotive design.The implications of this technology extend beyond mere convenience; they have the potential to change lives. The emotional weight of hearing about children left in hot cars is profound. It resonates with parents and caregivers who understand the stakes involved. The introduction of this detection system offers a layer of reassurance, knowing that technology can act as a safeguard against human error.Multimodal sensor technology enhances safetyAt the heart of this innovation is the concept of multimodal sensor fusion, which involves combining data from various sensor types-such as ultrawideband, wireless sensors, and computer vision systems to create a comprehensive understanding of the environment. This integration allows for a more nuanced interpretation of data, moving beyond isolated sensor readings to a holistic view that can significantly enhance decision-making processes in critical situations.One of the primary applications of this technology is in emergency response scenarios. Lopez illustrates how Algorized collaborates with sensor manufacturers to deploy portable sensors that can be quickly set up in disaster-stricken areas, such as those affected by mine cave-ins or other emergencies. The ability to detect human life through these sensors can be a game-changer in search and rescue operations. When law enforcement or medical teams are alerted to the presence of individuals in need of assistance, the technology can provide real-time data that directs responders to the exact location of those individuals, potentially saving lives.Conclusion: Preventing infant heat injuries and deathsAlgorized is at the forefront of developing advanced sensing and perception technologies designed to protect life. Their innovative solutions utilize ultra-wideband (UWB) radar and complex processing algorithms to detect human presence, track positioning, and monitor vital signs, even through obstacles. These technologies have wide-ranging applications, from enhancing in-car safety and autonomous vehicles to improving human-machine interactions and consumer electronics. Algorized's commitment to sustainability and unobtrusiveness ensures that their solutions seamlessly integrate into various environments, providing real-time decision-making capabilities and contributing to a safer, more efficient world.Interview by Don Baine, The Gadget Professor.Sponsored by: Get $5 to protect your credit card information online with Privacy. Amazon Prime gives you more than just free shipping. Get free music, TV shows, movies, videogames and more. The most flexible tools for podcasting. Get a 30 day free trial of storage and statistics.

In this bonus episode, Bessemer Venture Partners' Healthcare and Life Sciences team shares the top industry developments they anticipate in the year to come.We cover:⚖️ The future of Obamacare under Trump

This week financial journalist Govindraj Ethiraj is joined by Vineet Agarwal, Managing Director at the Transport Corporation of India Limited. Agarwal discusses the current state of the logistics sector, from growth opportunities and profitability to the challenges and implications of supply chain disruption. You'll learn about all things supply chain management whether it be for quick commerce, warehousing, multi-modal logistics or the complexity of shifting supply chains. He also discusses the formalisation of sectors, the demands of compliance, and what affects the cost of logistics. Tune in for a 360 view of the logistics industry from one of its biggest players. (00:00) - Intro Logistics sector/industry (02:02) - Quick commerce, Kirana stores, Dark stores, (05:33) - Supply Chains of e-commerce vs Kirana stores (07:15) - Products coming from multiple factories (08:11) - Warehouse fulfilment level is where they operate. Delivery costs are the highest costs. (09:50) - History of the TCI. The business has changed, but the value system has not changed (11:41) - Working with all industries - auto, defence, etc. Offering a service without damages (12:47) - Domestic manufacturing, supply chain localisation due to supply chain disruption (14:49) - Complexity of shifting supply chains (17:20) - Multimodal logistics. Bringing down logistics cost (19:47) - The Shipping side of TCI (22:00) - What do Corporates want (23:00) - Tracking has become hygiene (24:21) - How does granular information add value (25:50) - Where is the growth opportunity (28:11) - Compliance needs (30:21) - Profit growth for TCI (32:30) - How do customers indicate growth opportunities (34:33) - Chocolate (35:53) - Speed increases cost (37:13) - What to look forward in the upcoming budget ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠Listeners! We await your feedback....⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠ The Core and The Core Report is ad supported and FREE for all readers and listeners. Write in to shiva@thecore.in for sponsorships and brand studio requirements. For more of our coverage check out ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠thecore.in⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠ ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠Join and Interact anonymously on our whatsapp channel⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠ ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠Subscribe to our Newsletter⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠ Follow us on:⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠ ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠Twitter⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠ | ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠Instagram⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠ | ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠Facebook⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠ | ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠Linkedin⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠ | ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠Youtube

Proudly sponsored by PyMC Labs, the Bayesian Consultancy. Book a call, or get in touch!My Intuitive Bayes Online Courses1:1 Mentorship with meOur theme music is « Good Bayesian », by Baba Brinkman (feat MC Lars and Mega Ran). Check out his awesome work!Visit our Patreon page to unlock exclusive Bayesian swag ;)Takeaways:Effective data science education requires feedback and rapid iteration.Building LLM applications presents unique challenges and opportunities.The software development lifecycle for AI differs from traditional methods.Collaboration between data scientists and software engineers is crucial.Hugo's new course focuses on practical applications of LLMs.Continuous learning is essential in the fast-evolving tech landscape.Engaging learners through practical exercises enhances education.POC purgatory refers to the challenges faced in deploying LLM-powered software.Focusing on first principles can help overcome integration issues in AI.Aspiring data scientists should prioritize problem-solving over specific tools.Engagement with different parts of an organization is crucial for data scientists.Quick paths to value generation can help gain buy-in for data projects.Multimodal models are an exciting trend in AI development.Probabilistic programming has potential for future growth in data science.Continuous learning and curiosity are vital in the evolving field of data science.Chapters:09:13 Hugo's Journey in Data Science and Education14:57 The Appeal of Bayesian Statistics19:36 Learning and Teaching in Data Science24:53 Key Ingredients for Effective Data Science Education28:44 Podcasting Journey and Insights36:10 Building LLM Applications: Course Overview42:08 Navigating the Software Development Lifecycle48:06 Overcoming Proof of Concept Purgatory55:35 Guidance for Aspiring Data Scientists01:03:25 Exciting Trends in Data Science and AI01:10:51 Balancing Multiple Roles in Data Science01:15:23 Envisioning Accessible Data Science for AllThank you to my Patrons for making this episode possible!Yusuke Saito, Avi Bryant, Ero Carrera, Giuliano Cruz, Tim

Send us a textWith the holiday break just around the corner, join hosts Alex Sarlin and Ben Kornell for a timely look at the latest developments in education technology. From exciting AI advancements to shifts in curriculum policy, this episode captures the key trends shaping the future of learning.✨ Episode Highlights:[00:03:16]

Kevin Damoa is founder and CEO of Glid Technologies, revolutionizing transportation with its Multi-Modal Autonomous Road to Rail Glider technology. Links: Show notes: http://brandonbartneck.com/buildingbetter/kevindamoa Edison Manufacturing Exchange: https://brandonbartneck.substack.com/publish/home linkedin.com/in/brandonbartneck/ https://glidrail.com linkedin.com/in/kevin-a-damoa-9b51477 Chapters 00:00 Introduction 03:33 The State of Transportation Innovation 06:27 Understanding the Rail Industry's Potential 09:19 Innovative Solutions for Rail and Road Integration 12:45 Value Proposition for Operators and Customers 15:13 Identifying Market Opportunities 19:06 Challenges in Implementation and Fundraising 21:52 Technical Challenges and Product Development 24:47 Navigating the Venture Capital Ecosystem 26:19 Navigating the Challenges of Hardware Investment 27:52 The Role of Enabling Technologies in Logistics 30:24 Simplifying Complex Logistics Solutions 33:03 Identifying True Business Opportunities 36:11 Building Trust in Business Relationships 38:17 Defining Impact and Purpose in Business 42:22 Core Values and Personal Growth 45:50 Intentional Partnerships for Success 48:59 The Importance of Logistics in Society 52:17 Navigating Challenges in Transportation Technology About Kevin Damoa: Kevin A. Damoa is a servant leader, mechanical engineer, operations executive, inventor, master logistician, and veteran of the US military. He has developed technologies that have enabled the space exploration of mankind in our quest to be an interplanetary species, in addition to supporting the deployment of clean mobility solutions ranging from hydrogen powered airplanes to battery electric self-shifting bicycles. His career began in the US Army at age 17, where he served in South Korea for 2 years, before being forward deployed to Iraq with 3rd Armored Calvary Regiment. After departing the US Army after his 2nd tour in Iraq he joined the Air Force where he would serve as a Logistics Officer and firefighter supporting California's MAFFS (Mobile Air Fire Fighting Systems) unit for 12 years before retiring in 2018. From April 2012 to November 2015, Mr. Damoa served as the Flight Module Logistics Manager at SpaceX, developing their logistics systems, programs, and designing and deploying the shipping apparatus used to transport the Rocket from production to launch site. After a brief 1 year term at Northrop Grumman where he served as an Integration Program Manager on the F35 fighter jet platform, he would then go on to work as an executive and early founding employee at start-ups; Romeo Power (Vice President, Industrialization), XOS Trucks (Vice President, Supply Chain & Operations), Canoo (In Charge of Logistics, Sustainment, Safety), and Serial 1 Cycle/Harley Davidson (Vice President, Operations) where he led product development and design, manufacturing deployment, and product launches. His most recent entrepreneurial venture is as Founder & CEO of Glīd Technologies, which he founded in 2022. Glīd is developing a clean energy road to rail vehicle utilizing autonomous technologies. Building Better Building Better with Brandon Bartneck is focused on the people, products, and companies that are creating a better tomorrow, often in the transportation and manufacturing sectors. This show was previously called the Future of Mobility podcast. I aim to have real, human conversations to explore what these leaders and innovators are doing, why and how they're doing it, and what we can learn from their experiences. If you care about making an impact then this show might be for you. Topics include manufacturing, production, assembly, autonomous driving, electric vehicles, hydrogen and fuel cells, impact, leadership, and more. Edison Manufacturing and Engineering: Edison is your low volume contract manufacturing partner, focused on assembly of complex mobility and energy products that don't neatly fit within traditional high-volume production methods.

00:00 Giriş 08.34 O1, 200 USD eder de etmez de. 09.10 SORA. Blend özelliği bile yeter. 10.20 Chat GPT Canvas herkese açıldı. Python Kod Çalıştırıyor. 09.50 Chat GPT Reinforcement Fine-Tuning—kendi datanla eğitmek mümkün. 10.47 Gemini 2.0 geldi. Multimodal ve canlı veri okuyor. 11.50 GROK yarışa devam. Herkese açıldı ve AURORA çok iyi, sahte parayı bile ayırt ediyor. 13.48 Google podcastten devam: illuminate.google.com 17.30 Midjourney patchwork'ü yayınladı. World Building Tool. 18.47 İlk çıkan kod yazan AI Devin geri döndü, aylık 500 USD. 20.20 Google, hata düzeltme ve hesaplama hızında önemli performans atılımları sağlayan kuantum hesaplama çipi Willow'u duyurdu. Willow, günümüzün en hızlı süper bilgisayarlarından birinin 10 septilyon (10^25) yılda tamamlayacağı bir hesaplamayı 5 dakikada tamamladı. #chatgpt #gemini #grok

LanceDB is a developer-friendly, open source database for AI. It's used by well-known companies such as Midjourney and Character.ai. We have Chang She, the CEO and cofounder of LanceDB on to give us a look at the concept of multi-modal data and how you can use LanceDB in your own Python apps. Episode sponsors Sentry Error Monitoring, Code TALKPYTHON Bluehost Talk Python Courses Links from the show Chang She: @changhiskhan Chang on Github: github.com LanceDB: lancedb.com LanceDB Source: github.com Embeddings API: github.com MinIO: min.io LanceDB Quickstart: github.com VectorDB-recipes: github.com Watch this episode on YouTube: youtube.com Episode transcripts: talkpython.fm --- Stay in touch with us --- Subscribe to us on YouTube: youtube.com Follow Talk Python on Mastodon: talkpython Follow Michael on Mastodon: mkennedy

La tertulia semanal en la que repasamos las últimas noticias de la actualidad científica. En el episodio de hoy: Cara A: -Avería seria en el Joint Science Operations Center de SDO e IRIS (9:00) -29 años de SOHO (19:00) -La odisea de SOHO (20:25) Este episodio continúa en la Cara B. Contertulios: Sara Robisco, Juan Carlos Gil, Francis Villatoro, Héctor Socas. Imagen de portada realizada con Midjourney. Todos los comentarios vertidos durante la tertulia representan únicamente la opinión de quien los hace... y a veces ni eso

La tertulia semanal en la que repasamos las últimas noticias de la actualidad científica. En el episodio de hoy: Cara B: -La odisea de SOHO (parte 2) (00:10) -Formación espontánea (no biótica) de protocélulas (19:16) -Promo de AICAD (57:16) -Multimodal Universe, un gran banco de datos astrofísicos para entrenar IA (59:16) -El éxito argentino en el CASP16 en el docking de fármacos con 2Vinardo (1:13:46) -Señales de los oyentes (1:27:46) Este episodio es continuación de la Cara A. Contertulios: Sara Robisco, Juan Carlos Gil, Francis Villatoro, Héctor Socas. Imagen de portada realizada con Midjourney. Todos los comentarios vertidos durante la tertulia representan únicamente la opinión de quien los hace... y a veces ni eso

I think it's fair to say that most of us in communications and marketing, at one point or another (and probably recently), have been accused of the most awful, terrible thing: committing fluff. It can happen anytime, but usually when we talk about the mysterious arts of messaging, writing, brand identity, and almost anything creative. I think it's happened most often in my career when I've mentioned the most misunderstood five-letter word in our lexicon: story. I mean, I get it - when someone hears "story" they think about fairy tales, novels, movie plots, and so on. But a story is the Amazon Same-Day Delivery option for transmitting messages to another human being: it's efficient, fast, and dependable. It's about time for story - and the science of storytelling - to be permanently released from the fluff zone and given its due. In this episode of The Trending Communicator, join host Dan Nestle as he welcomes former journalist, CCO, and now strategic communications advisor Anuneha Mewawalla, founder of Lexato Consulting and a leading expert in executive storytelling and AI integration. Anuneha shares her journey from a TV news anchor to a strategic communications leader, offering insights into the power of narrative in the corporate world. Together, they discuss why facts alone aren't enough to connect with audiences. All the elements we must communicate need to be delivered in a compelling, memorable way. That's why storytelling is increasingly important for executives, and why it's becoming a vital tool for leaders to connect with stakeholders and build trust. Anuneha emphasizes the importance of authenticity and personal narratives in shaping a leader's brand. She shares compelling examples of how leaders can effectively invite stakeholders into their vision, fostering engagement and trust. The conversation also touches on the role of AI in enhancing storytelling through personalization, real-time adaptation, and content optimization. Listeners will gain valuable insights into the future of executive storytelling, including the essential skills needed to thrive in a rapidly changing environment. From empathy and emotional intelligence to mastering AI tools and embracing multimodal storytelling, Anuneha outlines the key competencies for communicators of tomorrow. Whether you're a seasoned professional or new to the field, this episode offers a wealth of knowledge on leveraging storytelling and AI to elevate your communication strategies. Don't miss this opportunity to learn from one of the industry's leading voices and discover how you can harness the power of narrative to drive meaningful connections and business success. Listen in and hear about... The critical role of executive storytelling in building trust and conveying organizational vision. How authenticity and personal narratives enhance leadership communication. The impact of AI on executive storytelling, offering enhanced personalization and content optimization. Strategies for maintaining trust and credibility in a divided social landscape. The importance of a strong executive presence on LinkedIn for business visibility and engagement. Key skills for future storytellers, including empathy, AI mastery, and data-driven creativity. The evolving landscape of communication, emphasizing the balance between technology and human insight.   Notable Quotes On the Essence of Storytelling: "I think my love affair with storytelling dates back to my time in the newsroom as a news reporter and as a television news anchor, bearing that responsibility to represent different sides of the story, to bring those stories, those stories that matter, to really be the one to sniff out, you know, stories in the most unlikely, unexpected places." — Anuneha Mewawalla [03:42 - 04:02] On the Role of Storytelling in Leadership: "A story is not the facts of which it is composed or the points of which it is composed. A story is the composition." — Dan Nestle [05:25 - 05:53] On Executive Storytelling: "Executive storytelling is absolutely foundational. It is not just one other tactic, one other channel. It is the strategic backbone that shapes how leaders communicate their vision, their values, their impact, and it's also how they are perceived." — Anuneha Mewawalla [05:54 - 06:15] On Authentic Leadership: "What it comes down to is authenticity. I think it's the willingness to be personal. Because when you're personal, when you are willing to share a little bit more about that person, the values, the leadership values, the mindsets, the philosophies behind whoever your, whatever your title is, the likelihood that you come across as real and relatable is that much higher." — Anuneha Mewawalla [11:46 - 12:16] On the Power of Personal Stories: "Working with the, you know, one of the C suite executives at a major tech company, you know, him being willing to share with the organization as part of all hands meetings, what are their top five leadership values. But really each of them was associated with a story. Either a story that was a struggle, a failure, or something that propelled them forward." — Anuneha Mewawalla [12:47 - 13:17] On Engaging Employees: "When you get it right, when you get executive storytelling right, when they are, in fact, inviting stakeholders to join them in a journey to understand the why behind their sort of persuading you and, you know, getting you to understand why. There is, you know, there's. There's a joint purpose. There's a mutual purpose at stake here. Amazing things can happen." — Anuneha Mewawalla [16:22 - 16:53] On the Importance of Authenticity: "Being authentic doesn't mean that you have to tell every single personal story all the time. It doesn't mean that you have to share everything, but it does mean that what you do tell has to be real." — Dan Nestle [25:24 - 25:55] On Leadership Presence on LinkedIn: "A strong executive presence on LinkedIn is fundamentally important in today's day and age. And I think what the numbers are also telling us is that in our digital first world today, a leader's brand on LinkedIn, a leader's personal brand on LinkedIn has become just, you know, inextricably linked to their company's broader visibility and the company's broader brand." — Anuneha Mewawalla [29:17 - 32:14] On AI and Executive Storytelling: "AI can deliver benefits in four key areas. When it comes to executive storytelling, I think it's certainly not replacing executive storytelling as we know it. It's amplifying it in these four ways." — Anuneha Mewawalla [41:15 - 42:18] On the Future of Storytelling: "Empathy and EQ would be number one. Second would be mastery in working with AI tools. Three will be multimodal storytelling. Four would be data driven creativity. Five is going to be growth mindset." — Anuneha Mewawalla [55:06 - 58:01]   Resources and Links Dan Nestle Inquisitive Communications | Website The Trending Communicator | Website Communications Trends from Trending Communicators | Dan Nestle's Substack Dan Nestle | LinkedIn Dan Nestle | Twitter Anuneha Mewawalla Anuneha Mewawalla | LinkedIn Lexato Consulting    Timestamped key moments from this episode (as generated by Fireflies.ai)

Listen in as we discuss executive functioning and unpack its critical role in managing daily life and long-term success. There are the three core executive functions - inhibitory control, working memory, and cognitive flexibility – and they form the foundation for skills like organization, planning, and emotional regulation. Hear compelling research that highlights the lifelong impact of executive functioning, including studies linking early skill development to improved academic, social, and career outcomes. We also discuss interventions that can significantly enhance these skills, with surprising findings that reveal that practicing mindfulness with movement, such as Tai Chi produces the strongest results. Discover practical insights and evidence-based strategies for supporting neurodivergent individuals - and anyone looking to strengthen their executive functioning skills. Whether you're a parent, educator, or simply curious, this episode offers invaluable tools for fostering growth and resilience. Show Notes: [0:48] - Hear about a recent presentation on executive functioning interventions at a summit on neurodivergence in Los Angeles. [2:06] - Executive functioning involves applying problem-solving skills for goals, with core functions such as inhibitory control. [5:06] - Cognitive flexibility fosters perspective-shifting, enabling problem-solving, planning, and decision-making in daily life. [7:45] - Strengthening executive functions early enhances academic performance, societal opportunities, and long-term success. [10:18] - Research shows impulse control predicts better adulthood outcomes than IQ, gender, or social class. [13:52] - Movement-based mindfulness practices like Tai Chi and Taekwondo most effectively improve executive functioning skills. [16:54] - Non-computerized cognitive training excels due to in-person interaction, boosting executive functioning outcomes. [20:06] - Sports improve executive functioning through attention, self-regulation, and social bonding while fostering joy. [23:34] - Multimodal approaches to executive functioning training reduce inequality and enhance skills across diverse populations. Links and Related Resources: What Is Executive Functioning? Be the Executive-in-Charge Coping with Executive Function Deficits in the Context of Writing Episode 11: Executive Functioning 101 Episode 12: Executive Functioning Support for Struggling Learners with Hannah Ross Connect with Us: Get on our Email List Book a Consultation Get Support and Connect with a ChildNEXUS Provider Register for Our Self-Paced Mini Courses: Support for Parents Who Have Children with ADHD, Anxiety, or Dyslexia  The Diverse Thinking Different Learning podcast is intended for informational purposes only and is not a substitute for medical or legal advice, diagnosis, or treatment. Additionally, the views and opinions expressed by the host and guests are not considered treatment and do not necessarily reflect those of ChildNEXUS, Inc or the host, Dr. Karen Wilson.  

In this episode of Inquiring Minds, we are joined by Drs. Trevor Boffone, Carmen Medina, Danielle Rosvally, Ankhi Thakurta, and Shirin Vossoughi. This episodes special guests discuss multimodal authoring practices in their research and teaching lives. Note: You may notice that Dr. Vossoughi's voice is absent in the latter part of the episode. Dr. Vossoughi had an emergency and needed to leave early.

Wendy Pavicic, Pediatric Occupational Therapist of over 20 years joins us to discuss the importance of involving play and your body in every learning experience (especially as a child). The basics of physical growth and development are directly correlated to literacy. It's as simple as crawling, these seemingly "easy" skills so early on support reading, motions for doing so, as well as writing. Wendy also points out the value of multimodal learning, which is the benefit of learning with multiple senses together which allows children to better retain material. Listen in to find ways to add more play & body work to your little one's day! Join us for this next episode of our series with The Literacy Cooperative, Donate to this amazing organization here. Key Takeaways [00:01:30] The importance of play for children "The opposite of play is not work, it's depression." [00:06:09] Importance of play for adults [00:12:01] Multimodal learning and senses [00:19:48] Pediatric occupational therapy explained "I like to say or like to think that we help kids do what they need to do and achieve their highest level of independence and individual potential regardless of what the skill is." [00:23:48] Movement Activities @ Home "Giving kids opportunity for heavy work, which is proprioceptive input, as well as kind of the calming movement." [00:29:30] All early body development and it's importance to literacy [00:32:20] Healthy boundaries in play "We're a whole person and that social emotional piece is key." [00:39:36] Finding help through word of mouth Where to Find Wendy Instagram – @WendyPavicic Email – wendyroberts21@yahoo.com Learn more about your ad choices. Visit megaphone.fm/adchoices

Send Everyday AI and Jordan a text messageWhy AI agents? And why now? You've prolly been seeing all the buzz around AI agents lately. Same. Here's the thing, though. There's more to them than meets the eye. Scott Beechuk joins us to dive in deep and tell ya what you need to know.Newsletter: Sign up for our free daily newsletterMore on this Episode: Episode PageJoin the discussion: Ask Jordan and Scott questions on AIUpcoming Episodes: Check out the upcoming Everyday AI Livestream lineupWebsite: YourEverydayAI.comEmail The Show: info@youreverydayai.comConnect with Jordan on LinkedInTopics Covered in This Episode:1. Current State of AI Agents2. Challenges in AI to AI Interactions3. Guardrails in AI4. Humans' Roles in AI Integration5. AI Agent Use Cases6. Future of AI AgentsTimestamps:00:00 AI agents are mainstream, bridging future enterprise work.05:28 Technological shifts drive innovation, advancing AI capabilities.07:40 Automate knowledge tasks and complex problem-solving cautiously.10:25 AI complexity requires new quality assurance strategies.15:53 AI agents optimize customer service interactions effectively.19:39 AI's future: Multimodal interactions with voice, video.23:51 AI enhances customer relationship building and sales effectiveness.26:57 AI development tools advancing, with complex AI interactions.29:13 Tracing AI interactions lacks standard communication protocols.31:41 Build companies by working backward for efficiency.Keywords:AI advancements, GitHub Copilot, Microsoft's WorkLab, AI guardrails, OpenAI, AI in sales, AI in customer engagement, Scott Beechuk, AI agents, machine learning, generative AI, ChatGPT, customer service, transparency in AI usage, automating customer outreach, multimodal future of AI, AI development, R&D in AI, AI systems' risks, Cursor, Zencoder, Replicant, Jordan Wilson, Norwest Venture Partners, Software development, Anthropic, Salesforce, EveryDay AI podcast, data privacy in AI, brand integrity with AI

Dr. Steven Liew, is a globally recognised Specialist Plastic Surgeon and the founder and Chief Medical Officer of Shape Clinic in Sydney. Dr. Liew delves into the future of aesthetic medicine, with a particular focus on the role of regenerative medicine alongside surgical techniques. He highlights the increasing importance of combining various treatments to address the complexities of ageing. Key topics include cutting-edge treatments such as polynucleotides and exosomes, their applications in skin rejuvenation, and the future of personalised, multimodal approaches in aesthetic clinics. Dr Steven Liew (FRACS) Specialist Plastic Surgeon MED0001151298 Key Takeaways: The future of aesthetics lies in a blend of surgical and non-surgical methods. Regenerative medicine is pivotal in advancing aesthetic treatments. Polynucleotides can enhance skin quality and elasticity significantly. Menopause-related skin changes require targeted, specialised treatments. Ageing is increasingly recognised as a condition requiring medical intervention. Exosomes are a powerful tool for promoting skin regeneration. Multimodal treatments will become a cornerstone of aesthetic practice. Fat preservation in the face is key to maintaining a youthful appearance. Combination therapies offer a comprehensive approach to effective treatment. The role of stem cells in regenerative medicine is expanding rapidly. Chapters00:00 Introduction to Aesthetic Medicine and Regenerative Trends02:53 The Future of Aesthetics in Australia05:56 Regenerative Medicine: The Role of Stem Cells08:55 Innovations in Skin Treatments: Polynucleotides12:02 Safety and Efficacy of Regenerative Treatments15:14 Multimodality Treatments: The Future of Aesthetic Clinics18:02 Addressing Ageing: Menopause and Skin Changes20:45 Surgical Applications of Regenerative Medicine24:12 Conclusion: The Future of Aesthetic and Regenerative Medicine Watch the episode here:https://youtu.be/ZvDIuDYX56gSee omnystudio.com/listener for privacy information.

This is our monthly conversation on topics in AI and Technology with Paco Nathan, the founder of Derwen, a boutique consultancy focused on Data and AI.Subscribe to the Gradient Flow Newsletter:  https://gradientflow.substack.com/Subscribe: Apple • Spotify • Overcast • Pocket Casts • AntennaPod • Podcast Addict • Amazon •  RSS.Detailed show notes - with links to many references - can be found on The Data Exchange web site.

Did you know that 13% of trauma patients who go home with an opioid prescription will develop opioid dependence?  Multimodal pain regimens not only reduce opioid consumption, but also improve pain control.  On this episode of the BIG T TRAUMA series, we explore a multimodal approach to pain management...and tackle some surgical dogma along the way.   Hosts: Patrick Georgoff, MD, Trauma Surgeon, Duke University, @georgoff Teddy Puzio, MD, Trauma Surgeon, University of Texas Houston Gabby Hatton, MD, Trauma Surgery fellow, University of Texas Houston  References: 1.     Rate and Risk Factors Associated With Prolonged Opioid Use After Surgery: A Systematic Review and Meta-analysis. JAMA Netw Open 2020: https://jamanetwork.com/journals/jamanetworkopen/fullarticle/2767637 2.     Traumatic injuries and persistent opioid use in the USA: findings from a nationally representative survey. Injury Prevention 2017: https://pubmed.ncbi.nlm.nih.gov/27597400/ 3.     Ketamine For Acute Pain After Trauma (KAPT): A Pragmatic, Randomized Clinical Trial. J Trauma 2024: https://pubmed.ncbi.nlm.nih.gov/38689402/ 4.     EAST PMG: Efficacy and safety of non-steroidal anti-inflammatory drugs (NSAIDs) for the treatment of acute pain after orthopedic trauma (2023): https://www.east.org/education-resources/practice-management-guidelines/details/efficacy-and-safety-of-nonsteroidal-antiinflammatory-drugs-nsaids-for-the-treatment-of-acute-pain-af 5.     Systematic Review and Meta-Analysis of the Association Between Non-Steroidal Anti-Inflammatory Drugs and Operative Bleeding in the Perioperative Period. JACS 2021: https://pubmed.ncbi.nlm.nih.gov/33515678/ 6.     Is the use of nonsteroidal anti-inflammatories after bowel anastomosis in trauma safe? J Trauma 2023: https://pubmed.ncbi.nlm.nih.gov/36728125/ 7.     University of Texas at Houston Multimodal Pain Guideline: https://med.uth.edu/surgery/acute-trauma-pain-multimodal-therapy/ 8.     ACS TRAUMA QUALITY PROGRAMS BEST PRACTICES GUIDELINES FOR ACUTE PAIN MANAGEMENT IN TRAUMA PATIENTS: https://www.facs.org/media/exob3dwk/acute_pain_guidelines.pdf Please visit https://behindtheknife.org to access other high-yield surgical education podcasts, videos and more.   If you liked this episode, check out our recent episodes here: https://app.behindtheknife.org/listen