The Thing

Madisen and Renee @ The Thing

The Thing explores the future of AI, not just the tech. Join Madisen & Renee, your AI tour guides, for deep dives, interviews, and stories about the human impact of AI. Inspired by pre-web's The Thing BBS, this podcast builds a community of "AI-driven humanity builders." It's your invitation to co-create the future of AI.

  1. Ep 9-What’s LLM Bias, anyway? + do you know this ML term?

    03/28/2024

    Ep 9-What’s LLM Bias, anyway? + do you know this ML term?

    This episode of Unsupervised Learning gets nerdy with former data science bootcamp instructor turned Google ML engineer, Victor G ! We're unpacking everything from machine learning basics to the mind-bending ethics of AI. Guest Links- https://www.linkedin.com/in/mrgeislinger/ Discussed in show- "Weapons of math destruction -Cathy O'Neill" https://www.bloomberg.com/graphics/2024-openai-gpt-hiring-racial-discrimination/?leadSource=uverify%20wall https://www.abc.net.au/news/science/2022-09-18/crab-convergent-evolution-crustacean-australia-marine-biology/101388282 https://www.indy100.com/viral/woman-chip-implanted-hand-tiktok-b1936726 (un)Supervised Learning links https://www.linkedin.com/company/unsupervisedlearning ko-fi.com/unsupervisedlearning https://podcasts.apple.com/us/podcast/unsupervised-learning/id1728592020 www.unsupervisedlearning.co pod@unsupervisedlearning.co Sponsored by Jan https://jan.ai/ (run local llms totally offline) Breaking Down AI Hype What are foundational models really? How do those crazy things like GPT and BERT actually work? Beyond the Lab How do we take machine learning models from the lab to real-world impact (that's where MLOps comes in). The Ethics Question Can AI detect your emotions? Should it? We're getting into the tricky territory of bias and fairness in machine learning. The Future is…Weird Where is this tech going? We'll make some wild predictions and look back at how far we've come (remember the first smartphones? 00:00 Welcome to Unsupervised Learning: Diving into Open Source Tech 00:55 Exploring the Concept of Foundational Models in AI 03:44 BERT: Unpacking Its Mechanism and Impact 11:59 The Intricacies of Machine Learning Operations (MLOps) 15:08 Ethical Considerations in AI: From Emotion Detection to Biometrics 27:37 Exploring the Impact of Bias in AI and Machine Learning 29:20 The Challenge of Accessing Quality Research Behind Paywalls 30:24 The Intricacies of Machine Learning and Bias Mitigation 36:57 Future Predictions and the Evolution of Technology 44:31 Reflecting on the Past and Imagining the Future of Smartphones

    50 min

About

The Thing explores the future of AI, not just the tech. Join Madisen & Renee, your AI tour guides, for deep dives, interviews, and stories about the human impact of AI. Inspired by pre-web's The Thing BBS, this podcast builds a community of "AI-driven humanity builders." It's your invitation to co-create the future of AI.