Discover this podcast and so much more

Podcasts are free to enjoy without a subscription. We also offer ebooks, audiobooks, and so much more for just $11.99/month.

EP 141: How To Understand and Fix Biased AI

EP 141: How To Understand and Fix Biased AI

FromEveryday AI Podcast – An AI and ChatGPT Podcast


EP 141: How To Understand and Fix Biased AI

FromEveryday AI Podcast – An AI and ChatGPT Podcast

ratings:
Length:
31 minutes
Released:
Nov 9, 2023
Format:
Podcast episode

Description

Why are AI models so biased? Whether it's ChatGPT or an AI image generator, LLMs often have certain biases and tendencies. Nick Schmidt, Founder & CTO of SolasAI & BLDS, LLC, joins us to discuss how to understand and fix biased AI.Newsletter: Sign up for our free daily newsletterMore on this Episode: Episode PageJoin the discussion: Ask Nick and Jordan questions about AIUpcoming Episodes: Check out the upcoming Everyday AI Livestream lineupWebsite: YourEverydayAI.comEmail The Show: info@youreverydayai.comConnect with Jordan on LinkedInTimestamps:[00:01:20] Daily AI news[00:04:00] About Nick and Solas AI[00:07:14] Algorithm misuse can lead to discrimination[00:11:54] 3-step burden shifting process to address discrimination[00:14:18] Internet usage leads to biased data collection[00:17:30] AI bias, accessibility, and user control insights[00:22:59] Algorithm fairness through regulations[00:26:16] Algorithmic decisioning and human biases[00:27:32] How to address biases in AI models?Topics Covered in This Episode:1. Prevalence of Bias in AI Models2. Detection and Mitigation of Bias in Algorithms3. Practical Solutions for Addressing Bias in AIKeywords:AI bias, discrimination, image generators, language models, input data, burden shifting process, biased information, societal biases, fairness, exclusion, collective punishment, biased AI, practical advice, best practices, everyday users, legal framework, AI news, smart devices, NVIDIA, animated films, detection, mitigation, discriminatory outcomes, generative AI, model development, algorithmic decision-making, dynamic models, reinforcement, algorithmic fairness, Solas AI, newsletter, daily AI
Released:
Nov 9, 2023
Format:
Podcast episode

Titles in the series (100)

The Everyday AI podcast is a daily livestream, podcast and free newsletter where we help everyday people grow their careers with AI. The Everyday AI podcast is hosted by Jordan Wilson, a former journalist who's now the owner of a boutique digital strategy company with 20 years of martech experience.  Our main focus is to help you keep up with AI trends to make your job easier. Get your work done faster. Increase your output.  - Sign up for our free Prime Prompt Polish ChatGPT course: https://podPPP.com- Make sure to sign up for our daily newsletter at: https://youreverydayai.com- Email us: info@youreverydayai.com- Connect with Jordan on LinkedIn: https://www.linkedin.com/in/jordanwilson04/In the Everyday AI podcast, we'll cover all things artificial intelligence, machine learning, and practical tips on how to use both in your daily life. We'll include a touch on a variety of topics, software and applications. We may be covering the latest AI news from Microsoft, Google, Facebook, Adobe and social channels like Snapchat, Tiktok, and Instagram. Or, we may be diving into software like ChatGPT, Midjourney, Bard, or Runway ML.