‘The Bear’, ‘Dexter Resurrection’ 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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Introduction Podcasts
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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Loqol is poised to replace real estate agents with a hyper local-intelligent AI that does everything for the seller helping 4.1 million U.S. homeowners skip $68 billion in yearly commissions and keep more of their equity with zero complexity.
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Idk
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Just started
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Poetry/Spoken word
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math 2 h
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Introducing myself to world.
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Plain Ole’ American" (POA) is a podcast dedicated to exploring the diverse and multifaceted experiences that make up the American tapestry. Each episode delves into the everyday lives of regular Americans, offering listeners a chance to hear personal stories, cultural insights, and authentic voices from different corners of the country. The podcast aims to celebrate the ordinary while uncovering the extraordinary within the common threads of American life. Discussing small-town traditions, u ...
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Welcome to our podcast—where we mix brains with bacteria and somehow make it make sense! We’re diving into the wild world of biochemistry, microbiology, and (our special interest) neuroscience. Ever wondered how tiny molecules keep you alive? Or why your brain is basically the CEO of your body? We’ve got you covered! From the tiniest microbes to the mysteries of the mind, we’re here to break down science in a way that’s actually fun. So buckle up—because your neurons are about to fire like n ...
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Check out our very first podcast where we introduce ourselves and tackle perfectionism. We talk about how we met, what led us to share our chats with you all and most importantly how perfectionism has held us back from our training, our parenting journeys and even starting this podcast.
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my introduction
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Introducing myself and the plans I have for this podcast👌🏾
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Welcome to the Kannywoodfilmcritique. Introduction podcast, where amazing things happen.
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Music business
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Welcome to the world of Southern Slang and common sense! Positive energy and chill ass vibes
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https://www.youtube.com/channel/UCGs71vsKZagvK98LYpEz40Q
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Frequently asked questions
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Lonely? Hi, nice to meet you :)
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Script from interview with Shane Hanney
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Welcome to SafeLeigh's podcast where we talk all things safety in Australia.
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introduction to erp
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Welcome to FlashPoint, a podcast geared towards End time Prophecy, Politics, and Religion.
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Introduction to project
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Sports sports and more sports Cover art photo provided by Jovan on Unsplash: https://unsplash.com/@jovanoti
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Just an intro to the podcast
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The Introduction to great things thats to follow in my coming episodes.
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'Smoke' Episode 4 'Strawberry' PLUS: 'Superman' Review
1:08:57
1:08:57
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1:08:57In this episode of 'Need Some Introduction,' host Victor, along with co-host Darren, delve into episode 4, titled 'Strawberry,' of the Apple TV series 'Smoke.' They analyze the episode's complex narrative, exploring the blurred lines between reality and fiction. Victor emphasizes his theory that much of what we see may be fabricated from the protag…
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P.O.A. - "Plain Ole’ American" A podcast dedicated to exploring the experiences that make up America. Each episode will explore the lives of regular Americans, offering listeners a chance to hear personal stories, authentic voices from different areas of the country. The podcast will uncover and share the extraordinary within the lives of Plain ole…
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Episode 2 - Atoms, Quarks & Subatomic Particles
3:20
3:20
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3:20In this episode of Biochemistry Basics, Microbe and Mind explain what atoms are really made of — from protons, neutrons, and electrons to the quarks and leptons that lie beneath. We break down how these particles interact, what makes up the structure of atoms, and why it all matters. Perfect for students and anyone curious about how the smallest pa…
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Episode 17: Regret – What We’d Do Differently & What We’ve Learned
18:15
18:15
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18:15In this reflective episode, we get honest about regret—the things we wish we’d done differently and the lessons we’ve learned along the way. From fitness choices and money mistakes to family moments, missed holidays, and questionable purchases, we explore the times we didn’t quite get it right… and how those experiences shaped who we are today. It’…
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Summary In this inaugural episode of the podcast, the host Alex Lyman delve's into the complexities of real estate commissions, particularly focusing on the staggering $68 billion paid annually by homeowners in the U.S. They explore the historical context of these commissions, the role of the National Association of Realtors (NAR), and the impact o…
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MLA 027 AI Video End-to-End Workflow
1:11:37
1:11:37
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1:11:37How to maintain character consistency, style consistency, etc in an AI video. Prosumers can use Google Veo 3’s "High-Quality Chaining" for fast social media content. Indie filmmakers can achieve narrative consistency by combining Midjourney V7 for style, Kling for lip-synced dialogue, and Runway Gen-4 for camera control, while professional studios …
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MLA 026 AI Video Generation: Veo 3 vs Sora, Kling, Runway, Stable Video Diffusion
40:39
40:39
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40:39Google Veo leads the generative video market with superior 4K photorealism and integrated audio, an advantage derived from its YouTube training data. OpenAI Sora is the top tool for narrative storytelling, while Kuaishou Kling excels at animating static images with realistic, high-speed motion. Links Notes and resources at ocdevel.com/mlg/mla-26 Tr…
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'Dexter Resurrection' Episodes 1 & 2 Recap and review
1:12:56
1:12:56
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1:12:56In this episode of Needs Some Introduction, hosts Victor and Sona delve into the first two episodes of Dexter Resurrection on Showtime/Paramount Plus. They discuss the show's confusing production origins, the return of Dexter as he navigates his relationship with his son Harrison in New York City, and the introduction of a new ride-share serial kil…
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MLA 025 AI Image Generation: Midjourney vs Stable Diffusion, GPT-4o, Imagen & Firefly
58:51
58:51
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58:51The AI image market has split: Midjourney creates the highest quality artistic images but fails at text and precision. For business use, OpenAI's GPT-4o offers the best conversational control, while Adobe Firefly provides the strongest commercial safety from its exclusively licensed training data. Links Notes and resources at ocdevel.com/mlg/mla-25…
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'Smoke' Episodes 1-3 PLUS: 'F1:The Film' Review and 'Jurassic World: Rebirth'
1:41:50
1:41:50
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1:41:50In this episode of 'Need Some Introduction,' hosts explore the new Dennis Lehane TV series 'Smoke' on Apple TV+. They discuss the show's mixed critical reception and delve into episodes one through three, comparing 'Smoke' to Lehane's previous series 'Blackbird.' Darren and Victor provide detailed analyses of the characters, plot developments, and …
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P.O.A. - "Plain Ole’ American" A podcast dedicated to exploring the experiences that make up America. Each episode will explore the lives of regular Americans, offering listeners a chance to hear personal stories, authentic voices from different areas of the country. The podcast will uncover and share the extraordinary within the lives of Plain ole…
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In this episode of 'Needs Some Introduction,' host Victor and co-host Sona discuss the entire fourth season of 'The Bear.' They delve into the show's evolution from chaotic restaurant kitchen dynamics to a more contemplative and character-driven narrative. The conversation covers key plot points, character growth, recurring themes, and the potentia…
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Victor reviews the fourth season of 'The Bear'. mailto:[email protected] Needs Some Introduction
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Episode 16: How We Met – First Dates, Love Confessions & Awkward Moments
14:25
14:25
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14:25In this fun and personal episode, we rewind the clock and share the stories of how we met our partners—first dates, first impressions, and those unforgettable (and sometimes awkward) moments. We talk about how long we waited to get intimate, when we really knew they were “the one,” and the sweet, silly, and slightly embarrassing things that happene…
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'28 Years Later' Review and Spoiler Discussion
1:09:00
1:09:00
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1:09:00In this episode of 'Need Some Introduction,' the hosts discuss the new Danny Boyle film '28 Years Later,' a sequel to '28 Days Later.' They review the film in detail, examining its plot, themes, and stylistic choices. They also touch upon their previous episode covering '28 Days Later' and '28 Weeks Later.' Additionally, the episode includes show n…
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Episode 15 - The Guilt Trap – When “Enough” Never Feels Like Enough
34:49
34:49
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34:49In this episode, we unpack the heavy, familiar weight of guilt—the kind that shows up in all areas of life. From parenting (“Am I doing enough?”), to food choices, homeschooling, exercise, and finances—we talk about the mental load of always feeling like we’re falling short. We explore the stories we tell ourselves, the dishonesty that sometimes cr…
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'28 Days Later', '28 Weeks Later' Rewatch and Review - '28 Years Later Preview'
1:04:12
1:04:12
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1:04:12In this episode of 'Need Some Introduction,' host Victor, joined by Darren, delves into a retrospective discussion on Danny Boyle's iconic film '28 Days Later' and '28 Weeks Later,' in anticipation of the upcoming sequel '28 Years Later.' The conversation covers the cultural impact, memorable scenes, and evolution of themes and characters in both f…
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'Echo Valley' Review and Spoilers PLUS: 'Poker Face' Is One of the Best Things on TV
1:25:26
1:25:26
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1:25:26Host 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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Episode 14 - The Conversations We Avoid – Why Facing Conflict Matters
20:04
20:04
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20:04In 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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'MurderBot' Mid-Season Catch-Up & 'Predator: Killer of Killers' Review and Discussion
51:28
51:28
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51:28In 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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Introduction to Plain Ole American (POA) Podcast
25:41
25:41
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25:41Introduction to "Plain Ole’ American" a podcast dedicated to exploring the diverse and multifaceted experiences that make up the American tapestry. Each episode delves into the everyday lives of regular Americans, offering listeners a chance to hear personal stories, cultural insights, and authentic voices from different corners of the country. The…
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Episode 13 - Sex Dreams – What Do They Really Mean?
12:30
12:30
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12:30In 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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'MobLand' S01E10 Season Finale - 'The Beast In Me' PLUS: June Streaming Preview
1:17:45
1:17:45
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1:17:45In 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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'Your Friends and Neighbors' S01E09 Season Finale 'Everything Becomes Symbol and Irony'
1:39:06
1:39:06
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1:39:06In 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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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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'MobLand' S01E09 'Beggars Banquet' PLUS: Thoughts on 'Murderbot' and 'Fountain of Youth'
59:20
59:20
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59:20In 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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'Your Friends and Neighbors' S01E08 'When Did We Become These People?'
1:10:49
1:10:49
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1:10:49Victor 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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Podcast 11 - Healthy Addiction - True or False
24:15
24:15
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24:15In 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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'Mobland' S01E08 'Helter Skelter' PLUS: 'Murderbot' Episode 1 and 2 and 'Duster' (HBO Max)
56:55
56:55
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56:55In 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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'Your Friends and Neighbors' S01E07 'The First Honest Thing'
1:07:59
1:07:59
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1:07:59In 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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'Your Friends and Neighbors' S01E06 'The Things You Lost Along the Way' PLUS:'Poker Face' Is Back!
1:17:23
1:17:23
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1:17:23In 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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'Andor' Season 2 Episodes 4 - 9 AND 'Mobland' Episode 6 PLUS: 'Thunderbolts', 'Sinners'
1:36:57
1:36:57
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1:36:57In 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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Episode 9 - Parenting Strong-Willed, Not Wild
29:04
29:04
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29:04Parenting 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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'Your Friends and Neighbors' S01E05 'This Tourist Has Balls'
1:09:53
1:09:53
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1:09:53Victor 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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'Mobland' Episodes 4 and 5 PLUS: 'Havoc', 'The Narrow Road to the Deep North', 'Warfare'
51:49
51:49
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51:49In 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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Podcast 8 - Sleep and Life - The Struggle is Real
54:03
54:03
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54:03In 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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'Your Friends and Neighbors' S01E04 - 'Literal Dragons'
1:46:37
1:46:37
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1:46:37Victor 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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Episode one of Biochemistry Basics dives into the levels of organization in biology, explaining how life is structured from the smallest molecules all the way up to complex systems like organs and ecosystems. Maira (Mind) and Adhya (Microbe) break down each level, using clear examples to show how everything in nature is connected. This episode serv…
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Podcast 7 - Nutrition and Changing How We See Food
59:43
59:43
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59:43In 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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'Your Friends and Neighbors' S01E03 'Theoretical Herpes'
1:00:43
1:00:43
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1:00:43Sona 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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'MobLand' S01E03 'Plan B' PLUS: Darren Watched 'Black Mirror'
54:58
54:58
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54:58Those 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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Podcast 6 - Relationships are a work in progress
41:39
41:39
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41:39In 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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'Black Mirror' Season 7 Review PLUS: 'The Last of Us' Season 2 Premiere
1:21:21
1:21:21
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1:21:21Victor 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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MLA 024 Code AI MCP Servers, ML Engineering
43:38
43:38
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43:38Tool 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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