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Needs Some Introduction - Murderbot

Needs Some Introduction

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‘Your Friends and Neighbors’, ‘Murderbot’, ‘Mobland’ and all your latest TV addictions. https://letterboxd.com/needsintro/ Deep dives into your favorite shows Mailto:[email protected] I recommend music, movies and TV and discuss current TV shows in depth. We appreciate any fandom, so let us know what topic you may want to learn more about.
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Machine learning audio course, teaching the fundamentals of machine learning and artificial intelligence. It covers intuition, models (shallow and deep), math, languages, frameworks, etc. Where your other ML resources provide the trees, I provide the forest. Consider MLG your syllabus, with highly-curated resources for each episode's details at ocdevel.com. Audio is a great supplement during exercise, commute, chores, etc.
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The whole series of episodes talking about the whole spectrum of General Surgery and it's problem based. That means I discuss the various surgical problems and the different causes for these problems. Etiopathogenesis, clinical features, investigations and treatment are the four pillars of any patient care. I will be discussing each topic under these same four subheadings. The listeners of these podcasts namely the medical students all over the world and all surgical trainees will definitely ...
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Keeping It 101: A Killjoy's Introduction to Religion Podcast

Profs. Ilyse Morgenstein Fuerst and Megan Goodwin

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Keeping it 101 is the podcast that helps our nerdy listeners make sense of religion. Why religion? Well, if you read the news, have a body, exist in public, or think about race, gender, class, ability, or sexuality, you likely also think about religion — even if you don’t know it yet. Let us show you why religion is both a lot more important and a little easier to understand than you might think. Put us in your earholes and let us show you why religion isn’t done with you — even if you’re do ...
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Host Victor provides an overview of upcoming episodes and discusses TV series and movies. He highlights Ryan Johnson's 'Poker Face,' its twists, and its evolution in Season 2, driven by Natasha Leon's character Charlie. Victor and Sona then dive into 'Echo Valley,' a psychological thriller on Apple TV+ starring Julianne Moore and Sydney Sweeney, em…
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In this episode, we tackle something we’ve all struggled with: having difficult conversations. Whether it’s with a partner, a friend, or a co-worker, conflict is part of life—but avoiding it often causes more harm than good. We chat about the ways we each handle confrontation (fight, flight, or people-pleasing, anyone?), how to express when somethi…
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In this episode I am discussing one more cause for Neonatal Respiratory Distress - Congenital Diaphragmatic Hernia. I have highlighted Embryogenesis, Types, Clinical features, Diagnostic investigations, Complications, pre-op preparation, treatment, post-op management and prognosis of CDH.
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In this episode I am starting a series of videos in Pediatric Surgery. Here also like General Surgery it's going to be a problem based teaching. So to begin with I will discuss all the surgical causes for Neonatal Respiratory Distress. In the first episode it is Esophageal Atresia with or without TEF. I have discussed the embryological basis, clini…
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In this episode of 'Need Some Introduction,' host Victor and co-host Darren delve into the mid-season catch-up of the show Murder Bot, discussing episodes three, four, and five. They explore character developments, plot progress, and thematic elements, particularly the portrayal of neurodivergence and gender roles. The hosts also talk about the new…
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In this juicy episode, we dive into the mysterious world of sex dreams. Do you have them? Are they about people you know? Celebrities? Exes? Random baristas from 2009? 👀 We unpack why these dreams happen, what they might be telling us (spoiler: it’s not always about sex), and whether or not we share them with our partners—and why that can get very …
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In this episode of 'Need Some Introduction,' host Victor and co-host Darren discuss the season finale of the Paramount Plus series 'Mob Land.' They delve into the significant scenes, character developments, and surprising revelations. Key topics include Kevin's traumatic past, Maeve's manipulations, and the show's exploration of intergenerational t…
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Auto encoders are neural networks that compress data into a smaller "code," enabling dimensionality reduction, data cleaning, and lossy compression by reconstructing original inputs from this code. Advanced auto encoder types, such as denoising, sparse, and variational auto encoders, extend these concepts for applications in generative modeling, in…
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In this episode, Sona and Victor discuss the season one finale of "Your Friends and Neighbors" (Apple TV+); it's plot twists, pacing, and character arcs, sharing what worked, what didn’t, and hopes for season 2. mailto:[email protected] Timestamps: 0:00 – Intro & Knicks game banter 3:30 – Show renewal news & Jonathan Tropper’s project…
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In which we announce, with sorrow and excitement, that we are wrapping this here pod — and we encourage you to revisit our VERY FIRST EPISODE, to reflect on what we’ve learned and how our thinking about religion has changed over this very, very long semester. As always, check out keepingit101.com for full show notes, homework, transcripts, & more. …
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Real Talk on Growth, Sex, Sleep & Kicking Coffee In this laid-back catch-up episode, we reflect on life lately—what we’ve been working on, what’s working for us, and where we’ve had to take our own advice (hello, perfectionism and self-care). We chat openly about how our perspectives around sex, sleep, and slowing down have shifted, the small wins …
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In this episode of 'Need Some Introduction,' hosts Victor and Darren delve into the intricacies of 'Mob Land' episode eight, titled 'Beggars Banquet.' The discussion explores the Harrigan family's internal dynamics, particularly Maeve's chaotic influence and Harry's suspicions about the organization's rat. They also touch on Kevin's emotional subpl…
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Victor and Sona discuss the somewhat disappointing penultimate episode of the season. As the cops close in on Coop, Mel has a very public meltdown of her own. How does this set up the stakes for the finale? I guess we will wait and see. mailto:[email protected] 00:00 Introduction and Episode Overview 01:33 Quick Episode Recap 06:29 Ep…
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In this episode, we share our personal experiences with exercise, addictive tendencies, and the blurred line between passion and compulsion. We open up about recognising moments when our love for training started affecting our health, relationships, and ability to feel joy outside of movement. We talk honestly about having addictive personalities, …
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In this episode of Need Some Introduction, hosts Victor and Darren discuss several TV shows, primarily focusing on the first two episodes of 'Murderbot' on Apple TV+, the new series 'Duster' on HBO Max, and the progress of 'Mob Land.' They delve into the complexities and enjoyment of 'Murderbot,' comparing it to characters like Dexter and exploring…
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In this episode of 'Need Some Introduction,' host Victor and co-host Sona analyze the seventh episode of 'Your Friends and Neighbors,' titled 'The First Honest Thing.' They discuss Coop's arrest, the suspicions around Hernandez, and the potential cover-up of a suicide to look like a murder. They also delve into relationships and character motivatio…
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In this episode of 'Need Some Introduction,' hosts Victor and Darren discuss the final three episodes of 'Andor' Season 2. They address the show's ratings, highlighting how, despite its underperformance compared to other Star Wars and Marvel series, it remains a significant and compelling addition to the Star Wars universe. The hosts delve into the…
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In this episode, we open up about why we chose to homeschool—what led us here, who it works for, and when we knew it was the right fit. Homeschooling isn’t always the easy path, but it’s one filled with growth—for both kids and parents. We talk about the real challenges: the need for patience (with them and ourselves), navigating different learning…
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In this episode of 'Need Some Introduction,' Victor and Sona delve into the latest developments in 'Your Friends and Neighbors.' They explore the duality of John Hamm's character, Coop, as he balances his old life with his newfound criminal activities. The murder investigation of Paul adds tension, with Coop's and Sam's potential involvement. Meanw…
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At inference, large language models use in-context learning with zero-, one-, or few-shot examples to perform new tasks without weight updates, and can be grounded with Retrieval Augmented Generation (RAG) by embedding documents into vector databases for real-time factual lookup using cosine similarity. LLM agents autonomously plan, act, and use ex…
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In this episode of 'Need Some Introduction,' host Victor and guest Darren delve into multiple topics. They start by discussing the show 'Mob Land,' expressing frustration over its recent developments. They then share insights and reviews on the movie 'Sinners,' highlighting its thematic depth and Michael B. Jordan's standout performance. The conver…
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Explains language models (LLMs) advancements. Scaling laws - the relationships among model size, data size, and compute - and how emergent abilities such as in-context learning, multi-step reasoning, and instruction following arise once certain scaling thresholds are crossed. The evolution of the transformer architecture with Mixture of Experts (Mo…
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Parenting today looks a little different than how many of us were raised—and that’s the point. We’re learning to raise tiny humans who are not only strong-willed and capable, but also respectful and emotionally aware. This blog explores the middle ground between gentle parenting and the discipline-heavy styles many of us grew up with. We talk about…
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Victor and Sona discuss the latest episode of AppleTV+'s 'Your Friends and Neighbors'. Coop gets a little to close to Elena just as Sam drifts away and his conversation with Mel continues to weigh on him. He tries to land the biggest heist, yet, a Lichtenstein print, but that doesn't all go to plan. Meanwhile Barney tries to impress his in-laws but…
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In this episode of 'Needs Some Introduction,' Victor and Darren, primarily discuss the first three episodes of the Star Wars series 'Andor.' They explore its dense narrative, high-quality writing, and unique portrayal of rebellion and the Empire. Additionally, the hosts share excitement for upcoming TV shows and films releasing in May, such as '100…
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In this episode of 'Need Some Introduction,' Victor and Darren dive into the explosive Revelations of Mobland at it's Mid-Season. They also cover a wide array of engaging topics. They briefly touch on recent travels before delving into discussions about Tom Hardy's latest projects. They share mixed reviews of 'Havoc,' highlighting its intense actio…
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In this episode, we’re talking all things sleep—or more accurately, the lack of it. We dive into how little we’re getting, how much we’re craving, and why it impacts everything—from our training and energy levels to our relationships and parenting. We share our own sleep struggles, the chaos of nighttime routines (or lack thereof), and some simple,…
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Victor and Sona discuss the latest episode of AppleTV+'s 'Your Friends and Neighbors'. There is a lot of plot, this week, awkwardly interspersed into some very effective character moments. We are still curious to understand the shape of the remainder of the season. The police have multiple new leads that may point back at Coop and more and more peo…
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In this episode, we dive into nutrition—not just what we eat, but how we think about food. We chat all things macronutrients, how we’re working on rebuilding a healthy relationship with food, and some simple, sustainable ways to bring better nutrition into our daily routines. We talk about what happens when we’re not fueling our bodies properly, ho…
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Sona and Victor discuss the latest episode of 'Your Friends and Neighbors'. We are still completely on board with watching these rich narcissists making terrible decisions having no appreciation for the luxuries around them. I still wonder if this is actually a period piece before ring cameras became standard equipment on every home. mailto:needsso…
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Those Harrigans are at it again and Harry has to be Mr Fixit again (in more ways than 1). Kevin is going to need a full renovation but all the king's horses and men can't put poor Tommy together again. Meanwhile, Maeve wants a war and she may just get it. Bella fails to seduce Harry but he may still help her get out of her current predicament and t…
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In this honest and heartfelt episode, we open up about the reality that relationships take work. From the hard moments to the joyful ones, we chat about how we’re learning to understand our different communication styles, what’s helped us through the tough seasons, and how we continue to show up for our partners—and ourselves—through it all. Whethe…
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Victor breaks down all 6 episodes of the new season of Netflix's 'Black Mirror' after providing a short review of the premiere of the second season of the HBO phenomena, 'The Last of Us'. Check the timestamps to skip to different episode recaps. Watch our White Lotus finale episode on YouTube. https://youtu.be/hVAtGaej5b0 Contact us: mailto:needsso…
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Tool use in code AI agents allows for both in-editor code completion and agent-driven file and command actions, while the Model Context Protocol (MCP) standardizes how these agents communicate with external and internal tools. MCP integration broadens the automation capabilities for developers and machine learning engineers by enabling access to a …
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Gemini 2.5 Pro currently leads in both accuracy and cost-effectiveness among code-focused large language models, with Claude 3.7 and a DeepSeek R1/Claude 3.5 combination also performing well in specific modes. Using local open source models via tools like Ollama offers enhanced privacy but trades off model performance, and advanced workflows like c…
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Victor and Sona discuss the seductive charms of Jon Hamm in a role custom built for him in the new AppleTV+ series, 'Your Friends and Neighbors'. What starts as the story of a cruelly put upon member of the 1% becomes more complex with episode 2. Watch our White Lotus finale episode on YouTube. https://youtu.be/hVAtGaej5b0 Contact us: mailto:needss…
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After some introductions and show news Victor and Darren discuss the second episode of Mobland and think it is an improvement (07:00). Then they discuss lots of new content that has being watched, which includes many final thoughts on the season finale of The White Lotus (39:14) Watch our White Lotus finale episode on YouTube. https://youtu.be/hVAt…
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In which we chat about the pod and the book with the host of Ten on Religion, Dr. Mark Banas. As always, check out keepingit101.com for full show notes, homework, transcripts, & more. ____ Keeping It 101: A Killjoy's Introduction to Religion is proud to be part of the Amplify Podcast Network.By Profs. Ilyse Morgenstein Fuerst and Megan Goodwin
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In this candid episode of Between the Lines with Laura and Jade, we’re delving into the reality of maintaining a healthy sex life when kids are in the picture (and sometimes in the house!), plus the hilariously awkward moments of getting caught in compromising positions. We’ll share how often sex really happens for us, and what it’s like when we hi…
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All the themes and plots pay off in an emotional and action packed final episode. Make sure to check out our YouTube channel for the video version of the episode. And make sure to share us with 1 or more of your friends. Watch this conversation on YouTube: https://youtu.be/hVAtGaej5b0 Contact us: mailto:[email protected] Here is the u…
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In this episode of 'Need Some Introduction,' Victor and Darren start with a tribute to the late Val Kilmer, highlighting his iconic roles and memorable performances. They then pivot to discuss the new show 'Mobland,' breaking down the plot, character dynamics, and the directing style of Guy Ritchie. The episode dives into Harry, portrayed by Tom Ha…
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