Generative AI 101

Latest Episodes:

AI Video Generation - Ethics, Law, & Technical Hurdles Oct 02, 2024

Show notes

In this episode of Generative AI 101, we pull back the curtain on the challenges facing AI video generation. We explore the darker corners of the technology—like deepfakes, ethical dilemmas, and murky legal issues around AI-generated content. From ownership disputes to the eerie “Uncanny Valley,” Emily breaks down the risks that come with this powerful tool.

Connect with Us: If you enjoyed this episode or have questions, reach out to Emily Laird on LinkedIn. Stay tuned for more insights into the evolving world of generative AI. And remember, you now know more about AI Video Generation than you did before!

Connect with Emily Laird on LinkedIn

AI Video Generation - Benefits & Applications Oct 01, 2024

Show notes

In this episode of Generative AI 101, we explore how AI video generators are revolutionizing industries—slashing production times, cutting costs, and scaling content creation like never before. From marketing teams pumping out personalized ads to HR departments simplifying training and onboarding, AI is reshaping video production across the board.

Connect with Emily Laird on LinkedIn

AI Video Generation Sep 30, 2024

Show notes

In this episode of Generative AI 101, we explore the world of AI video generators—the tech that’s changing the way we produce video content, no green screens required. From turning simple text prompts into fully produced videos to using machine learning to make each clip sharper, We break down how AI is revolutionizing video creation. We’ll explore 3D modeling, computer vision, and even how GANs battle it out to produce realistic results. Grab your popcorn—it’s time to see how the future of Hollywood might just be an algorithm away.

Connect with Emily Laird on LinkedIn

OpenAI's o1 Preview - Use Cases, Limitations, and the Future Sep 26, 2024

Show notes

In this episode of Generative AI 101, we explore the practical use cases, limitations, and future of OpenAI's o1 model preview. We’re talking about who actually benefits from o1 (spoiler: if you’re a healthcare researcher or a physicist, you’re gonna love this), how it handles complex reasoning tasks like a Rubik’s Cube-solving genius, and why it’s not quite ready to replace your browser (yet).

Connect with Emily Laird on LinkedIn

OpenAI's o1 Preview by the Numbers Sep 25, 2024

Show notes

In this episode of Generative AI 101, we explore the numbers and benchmarks that make OpenAI's o1 model a standout. From crushing the International Mathematics Olympiad with an 83% success rate to out-coding 93% of humans on Codeforces, o1 isn’t just flexing—it’s proving itself. But it’s not just about math and coding; o1 also excels in reasoning-heavy tasks, earning human preference over GPT-4 for complex problem solving. We’ll explore where o1 surpasses its predecessors—and where it still falls short—showing that the future of AI may just belong to this reasoning machine.

Connect with Emily Laird on LinkedIn

OpenAI's o1 Preview - the Inner Workings Sep 24, 2024

Show notes

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 solving complex problems like a zen master, o1 takes its time to think through answers with precision.

Connect with Emily Laird on LinkedIn

OpenAI's o1 Preview Sep 23, 2024

Show notes

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 advanced problems in math and science. Whether you're working on smarty pants challenges like nuclear fusion or just curious about AI's future, o1 might just be your new favorite tool.

Connect with Emily Laird on LinkedIn

Generative AI Image Use in Industry Sep 19, 2024

Show notes

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 explore examples from Bentley Systems, Microsoft, Stitch Fix, and even Heinz, showing how AI-generated images are shaping the future of everything from fashion to infrastructure.

Connect with Emily Laird on LinkedIn

Training GenAI Image Models Sep 18, 2024

Show notes

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 self-supervised learning teaches AI to recognize complex patterns without human oversight. We also discuss the challenges of bias and copyright, and touch on what the future of AI image generation might hold.

Connect with Emily Laird on LinkedIn

Image Prompting 101 Sep 17, 2024

Show notes

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, action, environment, objects, color, style, and mood—to show you how to get the best results. We’ll also share some tips, tricks, and cautionary tales about how complex prompts can go gloriously right or hilariously wrong.

As promised, here's "a middle-aged Victorian noblewoman eating a california sushi roll in a 1970's style spaceship coasting over saturn's rings" made in NightCafe:

Connect with Emily Laird on LinkedIn

Our TOPPODCAST Picks

Follow Us

Stay Connected

Related Podcasts

Links

Stay Connected