Artificially Unintelligent

Welcome to today's episode where we embark on a journey into the future of data science. While traditional data science has revolved around seeking patterns and modeling distributions, the field is evolving rapidly, with a strong emphasis on AutoML, business-driven strategies, and deployment-focused approaches. Do you still want to hear more from us? Follow us on the Socials: Nicolay: LinkedIn...

Welcome to today's episode where we dive into causality. In ML most of the time we are looking for patterns, simple relationships. We care about modeling a distribution. We want to dive into the world of causality, which tries to explain how x causes changes in y and how we can use that in the real world. The big difference is that the goal is to change the distribution of our outcome. So let’...

Welcome to today's episode where we dive into agents. Agents are the cool new toy on the block. In my opinion, they will remake most of knowledge work. We will look at what agents are, their components, and how you can build your first agents. Do you still want to hear more from us? Follow us on the Socials: Nicolay: LinkedIn | X (formerly known as Twitter) William: LinkedIn

Welcome to today's episode where we dive into Human-Robot or AI collaboration, the symbiotic partnership between humans and robots. Whether in manufacturing, healthcare, or other fields, human-robot collaboration represents the convergence of human expertise, adaptability, and decision-making with the precision, strength, and consistency of robotic technology, unlocking new possibilities for i...

Welcome back to Artificially Unintelligent. In this episode, we dive into recommendation systems. We will look into the fundamental algorithms, how they are applied to date and the fundamental building blocks. We also brainstorm the future of social media and how recommendation systems are used in social networks. Do you still want to hear more from us? Follow us on the Socials: Nicolay: LinkedIn...

Welcome back to Artificially Unintelligent. In this episode, we dive into AGI. Today will be more of a high level discussion, but we also touch on current AIs that show a glimpse of AGI like agents and LLMs. Jump right in! Do you still want to hear more from us? Follow us on the Socials: Nicolay: LinkedIn | Newsletter William: LinkedIn | Twitter Ekin: LinkedIn | Twitter Tim: LinkedIn

Welcome back to Artificially Unintelligent. In this episode, we dive into Synthetic Data. Have you ever struggled to find enough training data for your models? Tired of manually labeling hundreds of data points? Then dive right in. Learn what synthetic data is and how you can use it in your next project. Do you still want to hear more from us? Follow us on the Socials: Nicolay: LinkedIn | Newslett...

Welcome back to Artificially Unintelligent. In this episode, we dive into AI in Sports. We have come a long way since Moneyball, which introduced statistical analysis into Baseball. Now we have advanced sports analytics giving insights into the perfect shot a basketball player can take, how an athlete can squeeze the last ounce of performance out of his body and much more. Learn more: Kinexon Whoo...

In today’s episode, we're exploring the revolutionary impact of Artificial Intelligence in reshaping the educational landscape. Ever wondered how chatbots are making learning more interactive and engaging? Or how AI is enabling personalized learning experiences, adapting to individual needs, learning styles, and paces? We’re diving into all this and more! Do you still want to hear more from us...

In today’s pod, we will discuss different study formats and methodologies. How can you research and validate different AI models? What studies would we like to see more of? Jump in to learn more. Do you still want to hear more from us? Follow us on the Socials: Nicolay: LinkedIn | X (formerly known as Twitter) William: LinkedIn | X (formerly knowns as Twitter)

In today’s pod, we discuss the state of AI. What are the current developments in research and industry? What are our predictions for the near future of AI? Do you still want to hear more from us? Follow us on the Socials: Nicolay: LinkedIn | X (formerly known as Twitter) William: LinkedIn | X (formerly knowns as Twitter)

In today’s pod, we will take a first look at federated learning, where many different devices train AI without sharing their data. We will look at how it differs from traditional machine learning, how the architecture is designed, and some practical applications of federated learning in various industries. Now that we have set the stage, let’s dive right in. Do you still want to hear more from us?...

Welcome to today's episode where we dive into Gartner Hype Cycle! The Gartner Hype Cycle shows the life cycle stages that emerging technologies typically go through on their path to customer adoption, from the initial "Innovation Trigger" to the eventual "Plateau of Productivity.” Do you still want to hear more from us? Follow us on the Socials: Nicolay: LinkedIn | X (formerly k...

Welcome to today's episode where we dive into the world of data collection! From surveys to data mining, discover how varied methodologies shape our datasets. Let's explore together how the art and science, the qualitative and quantitative of data collection forge the insights that shape our world! Do you still want to hear more from us? Follow us on the Socials: Nicolay: LinkedIn | X (for...

Welcome to today’s episode where focusing on the transition training neural nets to pre-training & fine-tuning! This transition symbolizes the next frontier in AI, refining models to comprehend and adapt more efficiently and effectively. We’re diving deep to explore how pre-training and fine-tuning are reshaping our approach to solving complex problems and accelerating innovation in various fi...

In today's episode, we will be discussing the world of crop monitoring and how AI is transforming the way we grow and harvest crops. From cutting-edge technology to real-world applications, we'll cover it all. Join us as we dive into the world of crop monitoring and explore what it means for the future of agriculture and food production. Do you still want to hear more from us? Follow us on...

In today's episode, we are going to discuss the world of deepfakes. From their impact on politics and society to the cutting-edge technology behind them, we'll cover it all. Join us as we dive into the world of deepfakes and explore what they mean for the future of information and media. Do you still want to hear more from us? Follow us on the Socials: Nicolay: LinkedIn | X (formerly known...

In today’s pod, we will take a first look at some case studies in federated learning. We will jump into medicine, finance, biology, and much more. Without further ado. Let’s dive right in. Do you still want to hear more from us? Follow us on the Socials: Nicolay: LinkedIn | X (formerly known as Twitter) William: LinkedIn | X (formerly knowns as Twitter)

Today we have Onno Eberhard with us to discuss Reinforcement Learning. Onnoe is a PhD student at the Max Planck Institute and currently doing research in reinforcement learning at Google. We will learn more about reinforcement learning, the exploration and exploitation tradeoff, how to use noise, and much more. Do you still want to hear more from us? Follow us on the Socials: Nicolay: LinkedIn | N...

Welcome back to Artificially Unintelligent. In this episode, we dive into prompt engineering and whether the prompt engineer will replace the data scientist as the sexiest job of the 21st century. Learn more: How to structure data science projects? Prompt dataset ChatGPT Do you still want to hear more from us? Follow us on the Socials: Nicolay: LinkedIn | Newsletter William: LinkedIn | Twitter

Welcome back to Artificially Unintelligent. In this episode, we dive into AI in Health. We explore: How AI can help us untangle our biology and help us live more healthily? The future of drug discovery. and much more. Learn more: Elliot Hershberg The Century of Biology Do you still want to hear more from us? Follow us on the Socials: Nicolay: LinkedIn | Newsletter William: LinkedIn | Twitter

Welcome back to Artificially Unintelligent. In this episode, we dive into AI on the Edge at the Edge. Follow us to learn more about IoT, edge AI, but also how it is applied in health and agriculture. Learn more: Kinexon Whoop Oura Do you still want to hear more from us? Follow us on the Socials: Nicolay: LinkedIn | Newsletter William: LinkedIn | Twitter

Welcome back to Artificially Unintelligent. In this episode, we dive into AI monitoring. We touch on: What is AI monitoring? What do we actually monitoring? The important of monitoring distribution drift. Why should we practice AI monitoring? What can we do with the insights? Learn more: Attention is All you Need Transformer Library LIMA paper GPT-3 ChatGPT Paper GPT-4 How will ChatGPT be remember...

Welcome back to Artificially Unintelligent. In this episode, we dive into AI monitoring. We touch on: What is AI monitoring? What do we actually monitoring? The important of monitoring distribution drift. Why should we practice AI monitoring? What can we do with the insights? Do you still want to hear more from us? Follow us on the Socials: Nicolay: LinkedIn | Newsletter William: LinkedIn | Twitte...

Welcome back to Artificially Unintelligent. In this episode, we dive into the differences between using AI in Academia and Industry. We talk about the differences in goals, and how AI is trained, but also what the two domains should be doing to push progress in AI. Do you still want to hear more from us? Follow us on the Socials: Nicolay: LinkedIn | Newsletter William: LinkedIn | Twitter