Những podcast Generative AI hay nhất (2024)

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OpenAI's o1 Preview - the Inner Workings 6:08

8h ago6:08

6:08

In this episode of Generative AI 101, we pop the hood on OpenAI's o1 model and explore what we know about the inner workings. We’ll break down its advanced "chain of thought" reasoning, its unique training methods like Reinforcement Learning from Human Feedback (RLHF), and the safety measures keeping it from going rogue. From AI boot camp to solvin…

1
Fine-Tuning AI Models: Unlocking the Potential of Llama 2, Code Llama, and OpenHermes 23:20

6d ago23:20

23:20

In this episode, we dive deep into the world of fine-tuning AI language models, breaking down the processes and techniques behind optimizing models like Llama 2, Code Llama, and OpenHermes. We'll explore the critical role of high-quality instruction datasets and walk you through a step-by-step guide on fine-tuning Llama 2 using Google Colab. Learn …

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The Most outstanding Electrical Engineering Student in the USA | Lonnie Chrisman 1:55:13

10d ago1:55:13

1:55:13

In this episode Mark and Shashank delve into the intricacies of AI-driven decision systems with Lonnie Chrisman, CTO of Lumina Decision Systems. They explore the innovative product Analytica and its new AI extension, Assista, designed to enhance decision-making processes. Chrisman, an industry veteran, shares his journey from being the top electric…

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OpenAI's o1 Preview 5:22

1d ago5:22

5:22

In this episode of Generative AI 101, we spotlight OpenAI’s latest creation - the o1 Preview. Think of it as AI that doesn’t just spit out answers but actually takes the time to "think," like the Sherlock Holmes of machine learning. We’ll break down what makes this new model different, from its ability to simulate human-like reasoning to solving ad…

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Generative AI Image Use in Industry 7:50

5d ago7:50

7:50

In this episode of Generative AI 101, we explore how companies are transforming their industries with generative AI image tools. From Wayfair’s AI-powered home decor tool to Adobe’s Firefly in Photoshop, businesses are using AI to boost productivity, enhance creativity, and even address global challenges like climate change and poverty. We'll explo…

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Training GenAI Image Models 9:13

6d ago9:13

9:13

In this episode of Generative AI 101, we explore how AI image generators like DALL-E, MidJourney, and Stable Diffusion are trained to create stunning visuals from text. We explore the absolute mountains of data—millions of image-text pairs—that fuel these models, the importance of diffusion models in producing reliable, high-quality images, and how…

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Image Prompting 101 6:32

7d ago6:32

6:32

In this episode of Generative AI 101, we’re tackling the art of writing image prompts—those little chunks of text that guide AI models in creating the visuals you want. It’s not as simple as saying “a sunset” and getting a masterpiece; writing the perfect image prompt requires precision and creativity. We break down the key elements—like subject, a…

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What is NightCafe? 7:36

8d ago7:36

7:36

In this episode, we explore NightCafe, an AI art studio where anyone can turn their text prompts into visual masterpieces using models like Stable Diffusion, DALL-E 3, MidJourney, and so many more. Whether you're creating a "cyberpunk sunset over Tokyo" or a "cat in a tuxedo riding a unicycle in space," NightCafe makes it easy and fun, with feature…

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Don't Die with AI | Interview with Alex Zhavoronkov at the Don't Die Summit 1:05:28

12d ago1:05:28

1:05:28

This week's episode of the Generative AI Meetup Podcast, hosted by Mark and Shashank, dives into the riveting discussions from the recent Don't Die Summit. The duo shares their firsthand experiences, including an interview with Alex Zhavoronkov, CEO of Insilico, who discusses the groundbreaking generative AI model, Presses GPT, aimed at extending h…

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What is Stable Diffusion? 8:05

12d ago8:05

8:05

In this episode of Generative AI 101, we venture into the world of Stable Diffusion, a groundbreaking AI model that’s democratizing image creation. Released in 2022, this accessible tool allows anyone with a decent GPU to generate stunning visuals, from sci-fi cityscapes to touch-ups on old photos. We’ll break down how it works, exploring the “diff…

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What is DALL-E? 6:15

13d ago6:15

6:15

In this episode of Generative AI 101, we explore DALL·E, OpenAI’s innovative image generator that merges artistic imagination with advanced AI. Explore how DALL·E transforms text prompts into vivid images using a diffusion model, bypassing earlier GAN technology for greater precision and versatility. From Victorian cats in cafés to creative product…

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What is Midjourney? 5:03

14d ago5:03

5:03

In this episode of Generative AI 101, we explore MidJourney, an AI tool revolutionizing the world of digital art by transforming simple text prompts into stunning, high-quality visuals. Using a blend of Diffusion Models and GANs, MidJourney pushes the boundaries of creativity, allowing users to generate everything from futuristic cityscapes to surr…

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Generative AI for Image Generation 7:58

15d ago7:58

7:58

In this episode of Generative AI 101, we’re exploring the artistic world of generative AI image generation. Ever imagined describing a scene—like a cat lounging on a floating island—and watching AI bring it to life in seconds? That’s the magic of text-to-image generators. From GANs (Generative Adversarial Networks) to Diffusion Models, we’ll break …

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AI at the speed of thought 42:35

19d ago42:35

42:35

In this week’s episode of the Generative AI Meetup Podcast, join hosts Mark and Shashank as they delve into the groundbreaking developments from Cerebras. Discover how their new inference solution is setting new benchmarks for speed and efficiency in AI model responses. The episode features insights into the technology behind these advancements and…

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Bonus Episode: Stop Sounding Like ChatGPT 6:56

19d ago6:56

6:56

In this bonus episode of Generative AI 101, we’re looking at a growing concern - sounding too much like ChatGPT. Ever been told you write like a machine? That’s what we’re unpacking today. We’ll explore how AI, particularly ChatGPT, has started to influence our writing with overused phrases and predictable language. It’s like seasoning your food wi…

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What is the Elo Rating System? 7:43

20d ago7:43

7:43

In this episode of Generative AI 101, we discover the origins and workings of the Elo Rating System—a clever, adaptable method originally designed to rank chess players but now influencing everything from online gaming to, most importantly for us, AI models. We’ll explore how this simple yet effective system predicts match outcomes, adjusts ranking…

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LMSYS Org & Chatbot Arena 6:00

21d ago6:00

6:00

In this episode of Generative AI 101, we’re exploring the need-to-know LMSYS Org and their innovative Chatbot Arena. LMSYS Org, a collaboration between top minds at UC Berkeley, UC San Diego, and Carnegie Melon University, is breaking new ground by making powerful AI models accessible to everyone. They’re not just creating AI—they’re building a com…

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How do you evaluate Generative AI? 7:55

22d ago7:55

7:55

In this episode of Generative AI 101, we explore evaluating Generative AI large language models (LLMs). Just like finding the best restaurant in town means more than judging a single dish, evaluating AI models requires a comprehensive approach. We break down why assessing performance, comparing models, and building user trust are central to evaluat…

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What are AI Hallucinations? 6:13

27d ago6:13

6:13

In this episode of Generative AI 101, we’re tackling the curious case of AI hallucinations—when AI creates content that’s completely off the mark. We’ll explore how these digital daydreams happen, why humans aren’t immune to similar slip-ups, and the impact these hallucinations can have. Whether amusing or alarming, AI hallucinations are a phenomen…

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Fine-Tuning GenAI Prompts 8:41

28d ago8:41

8:41

In this episode of Generative AI 101, we’re fine-tuning your AI prompting skills. Learn how to refine prompts to turn mediocre responses into top-tier results. We’ll cover techniques like iterative prompting, using context, and applying constraints, along with ethical considerations to ensure fairness. Get ready to make your AI work smarter, not ha…

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The Bias & Blunders of GenAI 6:42

29d ago6:42

6:42

In this episode of Generative AI 101, we’re exploring the various flavors of generative AI bias and inaccuracy—those pesky issues that make your AI sound like it’s stuck in a 1950s sitcom. From data-driven biases baked into AI’s training to sneaky algorithmic quirks and the all-too-human flaws we project onto our creations, we explore how to recogn…

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Interview with Jeff Cooper - The Future of Health Monitoring Sensors 1:59:58

29d ago1:59:58

1:59:58

In this episode of the Generative AI Meetup Podcast we dive into the world of wearables and fitness trackers. We have an in depth interview with Jeff Cooper, a seasoned professional with experience at Nokia, Samsung, Javelin missile, and currently working on his own gym simulator. The conversation explores the potential downsides of wearable techno…

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What is BAB Prompting? 4:31

1M ago4:31

4:31

In this episode of Generative AI 101, we catch a wave into the BAB framework (we're totally calling it "BABE")—an effortlessly cool method for crafting AI prompts that turn "meh" into "tubular!" BAB, short for Before, After, and Bridge, guides you from dull, lifeless AI interactions to responses that shine like a pro surfer catching the perfect wav…

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What is CARE Prompting? 6:53

1M ago6:53

6:53

In this episode of Generative AI 101, we explore CARE Prompting—a sophisticated method that prioritizes Craft, Audience, Response, and Evaluation to fine-tune AI outputs. CARE Prompting is designed to create responses that go beyond accuracy, ensuring they resonate deeply and reflect a comprehensive understanding of your goals. If you enjoyed this …

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What is RACE Prompting? 5:19

1M ago5:19

5:19

In this episode of Generative AI 101, we’re taking a high-speed tour of the RACE Prompting method—where Role, Audience, Context, and Example aren’t just pit stops, but the keys to better communication. Ready to take your AI skills to the next lap? Connect with Emily Laird on LinkedIn. Stay tuned for more laps around the ever-evolving circuit of AI …

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What is RTF Prompting? 8:08

1M ago8:08

8:08

In this episode of Generative AI 101, we explore the ins and outs of RTF Prompting—an approach that sharpens your AI's focus by defining its Role, Task, and Format. Whether you're tasking your AI with writing a travel blog, analyzing financial data, or extracting historical records, RTF Prompting provides the clarity and structure needed to achieve…

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What is Self-Consistency Prompting? 7:49

1M ago7:49

7:49

In this episode of Generative AI 101, we break down the concept of self-consistency prompting—a technique that enhances AI accuracy by posing the same question in multiple ways and selecting the most consistent answer. By guiding your large language model through varied prompts, this method improves performance on complex reasoning tasks and reduce…

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What is Chain-of-Thought (CoT) Prompting? 6:00

1M ago6:00

6:00

In this episode of Generative AI 101, we break down the concept of chain-of-thought prompting—a technique that helps AI models think through complex tasks step by step, improving their logical and accurate responses. By guiding the AI, or your large language model of choice, through detailed instructions, this method enhances performance on tasks l…

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If you plant a steak in the ground will it grow? 43:59

2M ago43:59

43:59

This week on the Generative AI Meetup Podcast, hosts Mark and Shashank dive into the latest developments at OpenAI, including the dramatic changes in leadership and potential shifts in company ethics. We also tease the mysterious Project Strawberry and its potential impact on AI. Tune in to hear our insights on where OpenAI stands now and what the …

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What is Few-Shot Prompting? 8:06

2M ago8:06

8:06

In this episode of Generative AI 101, we explore the example-heavy world of few shot prompting. Imagine describing a dish you love to a chef and then offering them multiple recipes on how to make it. That's few-shot prompting—maximum input, maximum efficiency. We'll explore how this technique can turn your AI into a translation whiz or a sentiment …

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What is One-Shot Prompting? 5:56

2M ago5:56

5:56

In this episode of Generative AI 101, we dive into the art of one-shot prompting. Imagine teaching someone a recipe with just one perfect example instead of a whole cookbook. That's one-shot prompting—minimal input, maximum efficiency. We'll explore how this technique can turn your AI into a translation whiz or a sentiment analysis expert with just…

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What is Zero-Shot Prompting? 7:15

2M ago7:15

7:15

Join us on Generative AI 101 as we demystify zero-shot prompting—a technique that lets LLMs perform tasks without prior examples. Imagine whipping up a dish you've never heard of with no recipe; that's zero-shot prompting in action. We’ll explore how AI models leverage vast pre-existing knowledge to answer questions, classify sentiments, and more, …

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How Long Until the Dyson Sphere? Exploring the Future of AI 36:53

2M ago36:53

36:53

Welcome back to the Generative AI Meetup Podcast! After a brief hiatus, hosts Mark and Shashank return with fresh insights from a recent event held in a historic Silicon Valley location. This episode delves into the role of AI agents in transforming workflows and enhancing various business processes. The discussion kicks off with highlights from th…

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Writing the Perfect Prompt 8:29

2M ago8:29

8:29

In this episode of Generative AI 101, we continue with the art of crafting the perfect prompt for AI. Much like brewing the perfect cup of coffee, the right balance of persona, output format, context, examples, and instructions can transform a bland response into a rich, engaging answer. Tune in as Emily breaks down these five key elements, provide…

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The Anatomy of a Good Prompt 7:31

2M ago7:31

7:31

In this episode of Generative AI 101, we uncover the art of crafting perfect prompts for AI. Think of it as giving precise instructions to a master chef. We'll break down the anatomy of a prompt into three key components: instructions, context, and constraints. By comparing effective and ineffective examples, we show you how to transform vague requ…

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What is Prompt Engineering? 7:01

2M ago7:01

7:01

In this episode of Generative AI 101, we dig into the world of prompt engineering. Think of it as giving your AI precise instructions, like ordering the perfect Starbucks beverage. We’ll explore how writing effective prompts can turn an AI into a super-smart assistant, capable of generating compelling text, aiding customer support, and analyzing la…

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What is Meta's LLaMa? 7:23

2M ago7:23

7:23

Join us as we explore the world of Meta's LLaMA in this episode of Generative AI 101. From its origins in 2013 with Facebook AI Research (FAIR), led by AI visionary Yann LeCun, to the groundbreaking release of LLaMA models in 2023, we'll explore how Meta has pushed the boundaries of AI. Discover the evolution from the initial LLaMA leak that took t…

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What is Microsoft Copilot? 6:41

2M ago6:41

6:41

Get ready to meet Microsoft Copilot, the AI assistant that's redefining productivity. Launched in February 2023, Copilot evolved from Bing Chat to become a versatile tool embedded in Microsoft 365. Powered by OpenAI’s GPT-4 and the Microsoft Prometheus model, Copilot excels at everything from drafting emails and analyzing data to creating stunning …

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What is Mistral AI? 8:30

2M ago8:30

8:30

Bonjour, tech-savvy wanderers! In this episode of Generative AI 101, we're diving fork-first into Mistral AI, the French powerhouse in the world of artificial intelligence. Founded by ex-Google DeepMind and Meta researchers, Mistral AI offers cutting-edge models that are shaking up the industry. From the versatile Mistral Large and Small to the sha…

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For the love of spreadsheets! 47:46

2M ago47:46

47:46

In this week’s episode of the Generative AI Meetup Podcast, hosts Mark and Shashank dive into the latest advancements in generative AI. They kick off with a detailed exploration of Mistral Nemo, a new AI model that has set a benchmark with its unprecedented 128K context window. The discussion then shifts to an intriguing development at Microsoft, w…

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What is Anthropic's Claude? 7:20

2M ago7:20

7:20

In this episode of Generative AI 101, we explore the world of Anthropic's Claude AI—a chatbot born from the minds of ex-OpenAI siblings and backed by tech giants like Google and Amazon. Picture Claude as the cool, thoughtful cousin of ChatGPT, capable of handling 200,000 tokens at once. With the latest iteration, Claude 3.5 Sonnet, this AI sets new…

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What is Google's Gemini? 5:25

2M ago5:25

5:25

In this episode of Generative AI 101, we explore the slick, high-octane world of Google's Gemini. Think of it as the James Bond of AI—sharp, sophisticated, and always ahead of the curve. We’ll dish out the inside scoop on Gemini’s cutting-edge tech, from its inception to its rise as a superstar in the AI universe. Get ready to explore its suave cap…

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What is ChatGPT? 6:56

2M ago6:56

6:56

In this episode of Generative AI 101, we explore the modern marvel that is ChatGPT. Discover what "GPT" stands for and how this "Generative Pre-trained Transformer" operates, processing text like a high-powered engine. Learn what ChatGPT can do, from generating human-like responses to engaging in multi-language conversations and analyzing vast text…

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Are AI Agents the key to AGI? 35:45

2M ago35:45

35:45

In this episode, Mark and Shashank dive into the intriguing world of AI agents. The duo unpacks the fundamental concepts of what AI agents are and how they function within workflows. They explore why these agents are garnering attention as the next big thing in the AI landscape. The episode also offers insights into practical applications and poten…

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How LLMs Make Coherent Text 5:54

3M ago5:54

5:54

In this episode of Generative AI 101, go on an insider’s tour of a large language model (LLM). Discover how each component, from the transformer architecture and positional encoding to the multi-head attention layers and feed-forward neural networks, contributes to creating intelligent, coherent text. We’ll explore tokenization and resource managem…

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Training Large Language Models (LLMs 4:31

3M ago4:31

4:31

In this episode of Generative AI 101, we explore the intricate process of training Large Language Models (LLMs). Imagine training a brilliant student with the entire internet as their textbook—books, academic papers, Wikipedia, social media posts, and code repositories. We’ll cover the stages of data collection, cleaning, and tokenization. Learn ho…

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The Evolution of Large Language Models (LLMs) 5:04

3M ago5:04

5:04

In this episode of Generative AI 101, we trace the evolution of Large Language Models (LLMs) from their early, simplistic beginnings to the sophisticated powerhouses they are today. Starting with basic models that struggled with coherence, we'll see how the introduction of transformers in 2017 revolutionized the field. Discover how models like GPT-…

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What is a Large Language Model (LLM)? 3:59

3M ago3:59

3:59

In this episode of Generative AI 101, we explore Large Language Models (LLMs) and their significance. Imagine chatting with an AI that feels almost human—you're likely interacting with an LLM. These models, trained on massive datasets, understand and generate text with impressive accuracy. With billions of parameters, they handle a wide range of ta…

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Natural Language Processing Techniques & Concepts 5:01

3M ago5:01

5:01

In this episode of Generative AI 101, we explore the core techniques and methods in Natural Language Processing (NLP). Starting with rule-based approaches that rely on handcrafted rules, we move to statistical models that learn patterns from vast amounts of data. We'll explain n-gram models and their limitations before diving into the revolution br…

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Natural Language Processing (NLP) Concepts 4:55

3M ago4:55

4:55

In this episode of Generative AI 101, we break down the fundamental concepts of Natural Language Processing (NLP). Imagine trying to read a book that's one long, unbroken string of text—impossible, right? That’s where tokenization comes in, breaking text into manageable chunks. We’ll also cover stemming and lemmatization, techniques for reducing wo…

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