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AI Zen with Andrew and Jen
by Andrew Freed & Jennifer SukisA podcast where a designer and a data scientist break down how to create awesome AI experiences. Twitter: @AIZenPodcast
Copyright: While Andrew Freed and Jennifer Sukis are AI and machine learning experts at IBM, AI Zen is a personal podcast and does not nece
Episodes
Privacy by Design
45m · PublishedIn this episode we get to talk with Nishant Bhajaria, author of Privacy by Design and leader of data privacy teams at Google, Uber, Netflix and Nike about designing and developing ways to protect your users and their data.
Privacy by Design available on Manning Publications
35% off code: podaizen21
Nishant Bhajaria on LinkedIn
IBM Trust Center for security and privacy
The need to know what we don't know
35m · PublishedWe all have implicit biases and assumptions that come into play whenever we're designing and building shtuff. Jen and Andrew share the sad, the horrifying and the sometimes amusing stories of what happens when we don't ask what we don't know and just keep on going without identifying our blindspots.
Jen's Medium article on what the heck is Kubernetes >
*Jen and Andrew would like to make a boulder sized apology to Sisyphus for mistaking him for Atlas.
The future of designing the future
58m · PublishedAndrew and Jen bounce ideas around with futurist Clayton Bunyard, Ph.D., about biological design thinking, weird skills we'll need in the future, STEM vs STEAM, and how video conferencing tools are going to get much, much better.
The Future of Organizational Creativity by Clayton Bunyard, Ph,D.
Microsoft Holoporter
PeTal
Magic Leap
University of Houston, Master of Science in Foresight
Designing valuable, feasible AI use cases
29m · PublishedAndrew asks Jen about her methods for helping teams vet and prioritize all the ways AI could be designed into their products.
AI under the hood
0s · PublishedJen and Andrew get into the inner workings of a few simple AI applications and exactly HOW those magic-like experiences are built.
AI we can be thankful for
27m · PublishedAI has done so many good things for us already. For Thanksgiving, Andrew and Jen reflect on how AI is improving our lives, our world, and our futures.
1. Examples of AI making our life better - 01:12
Saving us time - 01:56
Saving the world - 03:50
2. Things AI has made us more aware of - 07:50
Bias - 08:17
Diversity - 10:33
Behavorial Change - 12:35
Designing for Ethical AI - 13:33
Accessibility - 16:00
3. Opportunities AI gives us for the future - 18:03
Fun new problems to solve - 18:20
Democratizing AI - 21:12
Cool new jobs already here - 22:13
AI horror show!
33m · PublishedThree tales of AI nightmares and apocalyptic robots
Andrew and Jen go to the dark places of our possible horrific futures with AI, discuss what it would take for them to become reality, and decide how scared you should really be before you go to bed tonight…
Story 1: The Skynet Singularity of Doom (1:00)
Story 2: Giving up Control (18:15)
Story 3: They Took Our Jobs! (24:15)
Data drives research, drives design, drives data
31m · PublishedKeith Vertrees, Director of User Research with a background in data science, talks data driven design, the data skills designers need, the business skills data scientists need, why we should spend 90% of our time identifying the problem, how data and design should function together, and Jen has the Earth shattering realization that Andrew is a data scientist, not an AI scientist.
0:30 - Intro to user research
2:00 - What a user does vs what they want
6:20 - Being data driven
8:45 - Adapting user research for AI
11:25 - Data aware vs data informed vs data driven
18:00 - A real life example of user research saving the day
23:45 - Skills we need to support data projects
References
Keith Vertrees, Director of User Research for IBM Cloud
Designing with Data: Improving the User Experience with A/B Testing
How to Win Friends & Influence People
Can data and design come together?
29m · PublishedWhat's going happen as data and design teams work closer and closer together to continuously deliver AI? Will roles overlap? Will skills transfer? Do we need to get aligned on our meme references now or are we already meme compatible?
00:30 Roles on data science and design teams
14:00 The value of kicking off with a face-to-face workshop
23:00 Could designers help with model maintainence?
A wee bit about model maintenance
25m · PublishedWhy can’t I just launch my AI widget and be done? Andrew tells us about what to expect and plan for once you've set your AI free and talks through a hypothetical chatbot where new questions about GDPR came from users after the initial chatbot was deployed.
AI Zen with Andrew and Jen has 13 episodes in total of non- explicit content. Total playtime is 6:24:39. The language of the podcast is English. This podcast has been added on July 28th 2022. It might contain more episodes than the ones shown here. It was last updated on February 20th, 2024 02:11.