Generative AI 101

Latest Episodes:

What is Zero-Shot Prompting? Aug 05, 2024

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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, all without specific training. But it's not all smooth sailing; we'll also discuss quirks like the "Reversal Curse," where LLMs struggle with reversed statements.
The Reversal Curse Paper
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Writing the Perfect Prompt Jul 31, 2024

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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, provides real-world examples, and shares tips to elevate your prompt engineering skills from average to exceptional.
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The Anatomy of a Good Prompt Jul 30, 2024

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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 requests into specific, actionable prompts. From enhancing customer support interactions to generating insightful data reports, you'll learn how well-structured prompts can elevate AI responses. Tune in for practical tips and interactive exercises that will make your prompts sing.
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What is Prompt Engineering? Jul 29, 2024

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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 large amounts of data. From overcoming writer’s block to handling customer queries efficiently, prompt engineering is the unsung hero that maximizes AI performance. Tune in to discover the art and science behind guiding AI to produce innovative and useful outputs.
Credit to Simon Willison who coined the term "prompt engineering" in 2022.
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What is Meta's LLaMa? Jul 24, 2024

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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 the AI world by storm to the refined, ethically-designed LLaMA 2, and finally, the powerful and efficient LLaMA 3 released in 2024. Tune in to understand how Meta is not just keeping pace but setting new standards in the AI landscape.
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What is Microsoft Copilot? Jul 23, 2024

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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 PowerPoint presentations. Despite its initial quirks, Copilot has become an indispensable ally in the digital workspace, thanks to Microsoft’s hefty investments and fine-tuning efforts.
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What is Mistral AI? Jul 22, 2024

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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 sharp Mistral Embed and open-source Mistral 7B, these models are giving giants like GPT-4 a run for their money. We'll also explore their Mixtral series, the crème de la crème of AI, and the charming Le Chat chatbot.
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What is Anthropic's Claude? Jul 17, 2024

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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 benchmarks in graduate-level reasoning, broad knowledge, and coding proficiency. Whether you need an advanced model for automation or a speed demon for instant translation, Claude is redefining what smart, safe AI can do.

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What is Google's Gemini? Jul 16, 2024

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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 capabilities, from powering chatty virtual assistants to mastering the nuances of human language and crunching mountains of data like it’s nothing. Plus, we’ll sprinkle in some juicy tidbits about Gemini’s meteoric rise, its flair for languages, and the latest bells and whistles.
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What is ChatGPT? Jul 15, 2024

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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 data. Tune in to explore the incredible capabilities and the global impact of ChatGPT.
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