Responsible AI Systems - What you Need to Know
The pace of adoption for AI systems is rapidly accelerating, but how can you and your company adopt these systems responsibly? In this episode we talk to Ayodele Odubela, a Data Scientist, Machine Learning professional and AI Entrepreneur about some of the ethical issues the rapid adoption of these systems might have on your future.
We’ll cover how to make sure the methodology behind these systems is transparent. How to create environments that minimize bias and ensure fairness. How this technology has potential ramifications around privacy, security and governance. If you’ve been wondering about the ethical issues around Generative AI, Chat GPT, Stable Diffusion and others, don’t miss this episode.
Episode Links
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The Future In Tech Page:
https://go.raybo.org/tfit
This Week’s Poll
https://lnkd.in/ejeS2Sg6
Ayodele’s Courses on LinkedIn
https://lnkd.in/etbVsA9F
IRS To Require Facial Recognition
https://lnkd.in/esWiwXzs
IRS Drops Face Recognition
https://lnkd.in/eM5MzhgX
Introduction to the NIST AI Risk Management: https://lnkd.in/gJWXTNbV
Reducing Toxicity in Language Models
https://lnkd.in/ejQZaetz
Vera: AI That Explains Itself
https://www.askvera.io/
Independent Audit of AI Systems
https://lnkd.in/e5iW_bqF
Ayodele’s Website
https://lnkd.in/eNkm8f32
Practical Data Ethics
https://ethics.fast.ai/
Responsible Data Science:
https://lnkd.in/eZKffbih
Show Index
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00:00 How Fast is Fast Enough?
00:37 Guest Intros
01:28 What is the Biggest Ethical Issue for AI
03:25 How Do You Define Responsible AI
05:51 Concern with Bias in Generative AI
07:56 Data has Inherent Bias
09:59 Elon GPT Model
12:05 IRS Requiring Facial Recognition
17:07 AI and Job Displacement
21:40 Misinformation and AI
24:48 Bots Might Generate Massive Problems
27:23 Who is Responsible for AI policies?
29:42 Ethical Frameworks and Transparency
35:41 How do you program Social Context
41:34 AIs and Business Strategy
43:52 AI Risk Management Frameworks and Resources
50:06 LInkedIn Learning Courses
52:39 Q&A
54:37 AI And Education
58:55 Can AI Fix Social Media
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