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PODCAST

Everything AI & Law

Tolulope Awoyomi

Welcome to "Everything AI & Law"! Join me as I break down AI explained concepts, analyze AI trends, and tackle AI ethics challenges like data privacy law and the ethics of AI. From deep learning advancements to AI tools transforming legal workflows, I blend solo deep dives with expert interviews—featuring AI law scholars and tech innovators—to unpack machine learning applications, future of AI predictions, and actionable AI tutorial strategies.

technology

All Episodes

00:16:50

AI Agents Explained + Live Travel Planning Demo |...

Everything AI & Law ·

2025/09/27

In this episode, Tolulope Awoyomi breaks down the evolution of AI into three waves, Traditional AI, Generative AI, and Agentic AI, and explains what makes AI agents different from simple chatbots.You’ll discover:The 5 key traits of AI agents (context awareness, goal breakdown, execution, memory, adaptability)Why agentic AI is the third wave of AI (focused on action, not just information)A live demo of a travel-planning AI agent🎧 Perfect if you’re curious about AI beyond chatbots or want inspiration

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00:30:15

AI & The Law Guide 2025 | What Every Lawyer Needs to...

Everything AI & Law ·

2025/09/20

AI is no longer optional in legal practice. In this video, Tolulope Awoyomi, Lawyer, AI Educator, and Founder of AI & Law Bridge, shares a practical guide for lawyers who want to stay competent, competitive, and compliant in 2025.You will learn:- Core AI terms explained in plain English (LLMs, RAG, embeddings, hallucinations)- ABA Formal Opinion 512 and what it means for your duty of competence- How firms and clients are already expecting AI-driven efficiency- Tools like CoCounsel, Harvey AI,

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00:43:01

Can AI Be Trusted in Healthcare? Risks, Compliance &...

Everything AI & Law ·

2025/07/12

Can artificial intelligence be trusted in life-and-death medical decisions?In this episode, I (Tolulope Awoyomi) sat with Abhinavdutt Singh, an expert at the intersection of AI, compliance, and regulated medical technologies. Abhinavdutt brings deep experience from working with global standards bodies like IEEE, ForHumanity, and OWASP, and advises on AI governance, safety, and regulatory strategy across high-risk domains like healthcare and medical devices.We explored:Whether current regulations

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00:13:25

AI Lawsuits, Copyright Battles, and Regulation: The...

Everything AI & Law ·

2025/06/29

In just the past six months, AI has collided head-on with U.S. law.From headline-making lawsuits by The New York Times and music labels to major federal and state regulatory moves, the legal system is now shaping how AI is built, deployed, and held accountable.In this video, we break down the biggest legal developments impacting artificial intelligence in the United States, including:✅ Generative AI lawsuits over copyright, music, and visual art✅ FTC enforcement actions on AI fraud and deceptive

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00:25:30

Confusion Matrix Explained Simply | Accuracy,...

Everything AI & Law ·

2025/06/28

Welcome to this easy-to-follow breakdown of the Confusion Matrix; no fluff, just clarity. In this video, I (Tolulope Awoyomi) walk you through:- What a Confusion Matrix really is- How to draw and label one from scratch- The meaning of True Positive, True Negative, False Positive, and False Negative- A relatable real-world example: Spam Email Classifier- And how to calculate evaluation metrics: Accuracy, Precision, Recall, and F1 ScorePerhaps you’re preparing for a machine learning interview or just

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00:18:52

AI Model (Machine Learning) Simplified

Everything AI & Law ·

2025/06/21

What makes up an AI model? It’s simpler than you think. In this video, I break down my secret formula:AI Model = Training Data + Algorithm.You’ll learn:The role of training data and algorithms in building AI The core training dilemma: Optimization vs. GeneralizationCommon errors in model training: Overfitting vs. UnderfittingWhat “High Variance” and “High Bias” actually meanThis is a beginner-friendly explanation that cuts through the jargon and gets straight to the point.----------------------Also

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00:25:45

Can AI Invent? IP Law, Patents & the Future of...

Everything AI & Law ·

2025/06/14

In this powerful episode of the Everything AI and Law podcast, I sit down with Matthew Vaele, a European Patent Attorney with a background in computer science, to explore one of the most thought-provoking questions of our time:Can AI truly invent, or is it simply a prediction engine?Drawing from his deep expertise and his role at PatSnap, a global leader in AI-powered IP and R&D intelligence, Matthew unpacks how artificial intelligence is reshaping intellectual property, patent law, novelty

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00:21:25

2 AI Short Movies + How I Made Them

Everything AI & Law ·

2025/06/07

In this video, I showcase two short movies made entirely with AI tools, and then walk you through how I created them step by step.I used ChatGPT for prompt writing, Sora (OpenAI) and Google Veo 3 for video generation, and royalty-free music to bring it all together in post-production.What You’ll See:– Two original AI-generated short movies– My full creation process– Tips for writing effective prompts– The AI tools I used, and how I combined themTools Used:✅ ChatGPT✅ Sora (by OpenAI)✅ Google Veo 3✅

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00:25:23

Recurrent Neural Networks (RNN) Explained Simply

Everything AI & Law ·

2025/05/31

Master the concept of Recurrent Neural Networks (RNNs). In this video, you’ll learn:- What RNNs are and how they workDifferences between RNN, LSTM, and GRUThe underlying concepts behind RNN operationsHow RNNs power applications in NLP, time series prediction, and moreReal-world applications in NLP and time seriesIf you're a beginner or simply looking to enrich your understanding of deep learning theories, this video offers a clear, accessible explanation without any programming. It's perfect

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00:45:09

This Is the AI That Makes Deepfakes: GANs Explained...

Everything AI & Law ·

2025/05/24

Deepfakes are an AI technology that makes it look like someone said or did something they never actually said or did. You’ve probably seen a few online. These videos may look real, but they are completely fake. Behind this technology is a powerful deep learning model called a Generative Adversarial Network, or GAN for short.To me, GANs work like a fascinating game, especially the way they’re trained. Come with me, let me explain.A GAN is made up of two networks:𝗚𝗲𝗻𝗲𝗿𝗮𝘁𝗼𝗿 creates fake

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00:44:58

AI vs Human Lawyer: The Future of Legal Practice

Everything AI & Law ·

2025/05/03

What happens when artificial intelligence goes head-to-head with real lawyers?In this mind-bending episode, we explore the legal battle of the century: AI vs Human Lawyer. From courtroom showdowns to drafting complex contracts in seconds, we unpack the real potential — and real risks — of AI in the legal world.Some topics we explored are:Whether AI can out-argue a human in courtHow AI is reshaping law firms, legal media, and ethicsWhat legal jobs might disappear (and what new ones will

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00:30:11

How Deep Learning Works (Part II) | Neural Networks...

Everything AI & Law ·

2025/04/26

In Part I, we explored how a simple neural network could tell a Bulldog from a German Shepherd just by analyzing images.In Part II, we go deeper into the mechanics of deep learning.You'll learn how cost functions, the chain rule, gradient descent, backpropagation, and forward passes help artificial neural networks learn and improve accuracy.We break it down step-by-step with real-world examples, making it simple to understand how machines "think" and "learn" through constant

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00:38:57

How Deep Learning Works Explained Simply (Part 1) |...

Everything AI & Law ·

2025/04/19

In this video, I break down how deep learning works in a simple, beginner-friendly way. You’ll learn the basics of neural networks, how they process data through layers, the role of weights, bias, and the popular ReLU activation function.Perfect if you're new to AI, machine learning, or just want a visual, no-fluff explanation of how these systems learn and make decisions.Please follow for more easy-to-digest AI concepts.📱 Connect with me on LinkedIn:

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00:27:43

How AI (Machine Learning) Works — Explained Simply

Everything AI & Law ·

2025/04/12

In this video, I break down how AI and machine learning actually work — especially in response to a surprising claim I reacted to in a previous video: that AI is a “demon” or “fallen angel.”This is a simplified overview meant to help you understand the real process behind AI — no fear-mongering, no mysticism, just real talk on algorithms, data, and learning systems.If you’ve ever been confused about how AI or machine learning functions, this video is for you.Preorder my new book:"AI, Machine

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00:29:33

Who’s Liable When AI Goes Rogue? Ethics, Law &...

Everything AI & Law ·

2025/04/05

In this episode of Everything AI and Law, Tolulope sits down with Monica D. Higgins to talk about something that's becoming more and more urgent: when AI messes up—who’s to blame?From biased algorithms to deepfakes, from legal personhood to job loss fears—this conversation goes deep. Monica shares honest, practical insights from her work at Future Proof, where she helps companies and individuals make AI useful and actually make sense in the real world. It’s smart, eye-opening, and packed with

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00:07:09

24 Jobs AI Will Create (And They're Not All Technical)

Everything AI & Law ·

2025/03/29

AI isn't just replacing jobs — it's creating entirely new ones.In this video, we explore 24 exciting jobs emerging from the rise of artificial intelligence — split into technical and non-technical roles.Whether you're a coder, a creative, or just curious about where the world is headed, this video will open your eyes to the career opportunities of tomorrow.Now is the time to adapt, learn, and thrive in the AI era.🎙️ Hit follow to stay updated on tech, AI, and the future of work.

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00:02:15

How to Protect Your Sensitive Data from ChatGPT & AI...

Everything AI & Law ·

2025/03/19

It's well known that AI cannot exist without data. However, we need to balance this as sensitive information shouldn't be exposed.In this video, I show you two simple ways to protect your data from being used to retrain AI models like ChatGPT.As a technologist, I understand that AI depends on data and that these models need continuous improvement. At the same time, as a lawyer, I recognize the privacy risks AI presents—especially when it comes to personal and confidential data that must be

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00:20:20

AI News Update! Google Gemini, Amazon Nova, Nvidia...

Everything AI & Law ·

2025/03/17

Want the latest AI news, breakthroughs, and policy updates in one place? Tune in every Monday for a quick yet deep dive into the biggest AI developments from the past week.What’s Inside?AI Innovations – The latest models, tools, and research shaping the future.AI Laws & Regulations – Key government policies and legal shifts.Industry Updates – Startups, acquisitions, and big tech strategies.Ethical Debates & AI Controversies – The impact of AI on jobs, privacy, and society.New Episodes Every

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00:03:44

Want to Use AI? 5 Ways to Get Started Today!

Everything AI & Law ·

2025/03/15

Thinking about using AI but don’t know where to start? In this episode, I’ll walk you through five easy ways to access AI models and begin leveraging artificial intelligence in your projects, business, or everyday life.Follow the podcast for more AI insights!------------📌 Pre-order AI, Machine Learning, Deep Learning: From Novice to Pro

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00:09:39

AI Weekly News Recap: Elon Musk vs OpenAI, Grok,...

Everything AI & Law ·

2025/03/11

Pre-order AI, Machine Learning, Deep Learning: From Novice to Pro.

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