Toju Duke
A walkthrough on Responsible AI Frameworks and Case Studies
#1about 4 minutes
The current state and investment in AI technology
AI is experiencing significant investment and technological breakthroughs, making it a critical part of modern technology.
#2about 3 minutes
Positive use cases of AI for social good
AI applications like Google's Project Euphonia and Microsoft's AI for Earth demonstrate the potential to solve major societal problems.
#3about 2 minutes
Recent breakthroughs in large generalist AI models
Large generalist models like DALL-E and Imagen are pushing the boundaries of AI by generating high-quality images from text prompts.
#4about 9 minutes
Case studies of AI causing societal harm
Real-world examples, from wrongful arrests via facial recognition to biased recruitment software, highlight the severe negative impacts of irresponsible AI.
#5about 8 minutes
A practical framework for building responsible AI
Implement a responsible AI framework using techniques like data audits, adversarial testing, human-in-the-loop processes, and safety classifiers.
#6about 1 minute
The collective responsibility to build ethical technology
Everyone in the tech industry shares the responsibility to build products ethically and transparently, without waiting for regulation.
Related jobs
Jobs that call for the skills explored in this talk.
Wilken GmbH
Ulm, Germany
Senior
Kubernetes
AI Frameworks
+3
Picnic Technologies B.V.
Amsterdam, Netherlands
Intermediate
Senior
Python
Structured Query Language (SQL)
+1
WALTER GROUP
Wiener Neudorf, Austria
Intermediate
Senior
Python
Data Vizualization
+1
Matching moments
14:06 MIN
Exploring the role and ethics of AI in gaming
Devs vs. Marketers, COBOL and Copilot, Make Live Coding Easy and more - The Best of LIVE 2025 - Part 3
04:28 MIN
Building an open source community around AI models
AI in the Open and in Browsers - Tarek Ziadé
01:02 MIN
AI lawsuits, code flagging, and self-driving subscriptions
Fake or News: Self-Driving Cars on Subscription, Crypto Attacks Rising and Working While You Sleep - Théodore Lefèvre
03:07 MIN
Final advice for developers adapting to AI
WeAreDevelopers LIVE – AI, Freelancing, Keeping Up with Tech and More
04:04 MIN
Shifting HR from standard products to AI-powered platforms
Turning People Strategy into a Transformation Engine
03:31 MIN
Using AI to make work more human, not replace humans
Turning People Strategy into a Transformation Engine
08:40 MIN
Integrating AI into Firefox while respecting user privacy
AI in the Open and in Browsers - Tarek Ziadé
03:28 MIN
Why corporate AI adoption lags behind the hype
What 2025 Taught Us: A Year-End Special with Hung Lee
Featured Partners
Related Videos
29:35Responsible AI in Practice: Real-World Examples and Challenges
Steffen Bosse, Mina Saidze, Ray Eitel-Porter & Björn Bringmann
28:07Rethinking Recruiting: What you didn’t know about Responsible AI
Vincent Slot & Jaap Kersten
27:26Staying Safe in the AI Future
Cassie Kozyrkov
28:27AI & Ethics
PJ Hagerty
25:51Trust by Design: Creating Responsible AI-Powered Services
Dr. Marc Fuchs, Christoph Bräunlein, Eva Stepkes & Niklas Harzheim
28:54Kill Switch or Moral Compass: Who Programs AI’s Conscience?
Torsten Stiller
25:17AI: Superhero or Supervillain? How and Why with Scott Hanselman
Scott Hanselman
24:33GenAI Security: Navigating the Unseen Iceberg
Maish Saidel-Keesing
Related Articles
View all articles
From learning to earning
Jobs that call for the skills explored in this talk.
Forschungszentrum Jülich GmbH
Jülich, Germany
Intermediate
Senior
Linux
Docker
AI Frameworks
Machine Learning
Microsoft
Cambridge, United Kingdom
PyTorch
Machine Learning
Imec
Azure
Python
PyTorch
TensorFlow
Computer Vision
+1
Abi Global Health
Barcelona, Spain
Remote
€45-55K
Azure
Keras
PyTorch
+2
European Tech Recruit
Municipality of Vigo, Spain
Spark
Kafka
Python
PyTorch
Redshift
+4