A Wee Bit About Model Maintenance AI Zen With Andrew And Jen podcast

“If we march into that village and we start trying to persecute people for using poison, something that's very illegal, nobody's going to talk to us. We're not going to find out where the poison came from. We're not going to be able to shut anything down. We should take the approach that people are using poison because they're desperate, because they see no other alternative.” – Andrew Stein Andrew Stein is a wildlife ecologist who spent the past 25 years studying human carnivore conflict from African wild dogs and lions in Kenya and Botswana to leopards and hyenas in Namibia. His work has long focused on finding ways for people and predators to coexist. He is the founder of CLAWS , an organization based in Botswana that's working at the intersection of cutting-edge wildlife research and community driven conservation. Since its start in 2014 and official launch as an NGO in 2020, CLAWS has been pioneering science-based, tech-forward strategies to reduce conflict between people and carnivores. By collaborating closely with local communities, especially traditional cattle herders, CLAWS supports both species conservation and rural livelihoods—making coexistence not just possible, but sustainable.…

AI Zen with Andrew and Jen « »

A wee bit about model maintenance

۶ سال پیش 25:20

اشتراک گذاری

محتوای ارائه شده توسط Andrew Freed & Jennifer Sukis, Andrew Freed, and Jennifer Sukis. تمام محتوای پادکست شامل قسمت‌ها، گرافیک‌ها و توضیحات پادکست مستقیماً توسط Andrew Freed & Jennifer Sukis, Andrew Freed, and Jennifer Sukis یا شریک پلتفرم پادکست آن‌ها آپلود و ارائه می‌شوند. اگر فکر می‌کنید شخصی بدون اجازه شما از اثر دارای حق نسخه‌برداری شما استفاده می‌کند، می‌توانید روندی که در اینجا شرح داده شده است را دنبال کنید.https://fa.player.fm/legal

Why 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.

13 قسمت

AI Zen with Andrew and Jen

1
Privacy by Design 45:16

۴ years پیش45:16

45:16

In 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…

AI Zen with Andrew and Jen

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The need to know what we don't know 35:03

۴ years پیش35:03

35:03

We 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.…

AI Zen with Andrew and Jen

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The future of designing the future 58:17

۵ years پیش58:17

58:17

Andrew 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…

AI Zen with Andrew and Jen

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Designing valuable, feasible AI use cases 29:32

۵ years پیش29:32

29:32

Andrew asks Jen about her methods for helping teams vet and prioritize all the ways AI could be designed into their products.

AI Zen with Andrew and Jen

1
AI under the hood

۵ years پیش

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Jen and Andrew get into the inner workings of a few simple AI applications and exactly HOW those magic-like experiences are built.

AI Zen with Andrew and Jen

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AI we can be thankful for 27:02

۵ years پیش27:02

27:02

AI 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 Zen with Andrew and Jen

1
AI horror show! 33:03

۵ years پیش33:03

33:03

Three 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)…

AI Zen with Andrew and Jen

1
Data drives research, drives design, drives data 31:56

۶ years پیش31:56

31:56

Keith 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…

AI Zen with Andrew and Jen

1
Can data and design come together? 29:57

۶ years پیش29:57

29:57

What'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?…

AI Zen with Andrew and Jen

1
A wee bit about model maintenance 25:20

۶ years پیش25:20

25:20

AI Zen with Andrew and Jen

1
Oh no, AI mistakes! 27:40

۶ years پیش27:40

27:40

Did you know you can design your AI system to tell you how it needs to be fixed? In episode three we talk about some real world examples of false/positives, true/negatives and all the things to confuse your brain matrix. Plus, cool ways to get feedback from your users to improve your system!

AI Zen with Andrew and Jen

1
Designing with AI 20:08

۶ years پیش20:08

20:08

00:00:51 - How designing for AI is the same as designing for "not AI" 00:06:20 - How designing for AI differs from other types of design 00:15:00 - The kinds of things AI can be used to design for 00:16:30 - Design for success with AI summary Episode References Indy Young, Describing Personas Jen's Advanced Design for AI Course…

AI Zen with Andrew and Jen

1
Starting your AI project 21:25

۶ years پیش21:25

21:25

Episode highlights 00:04:00 - My executive told me to add AI to my project, now what? 00:05:56 - Should I use AI or rules? 00:17:11 - Adding ML to your project

پادکست هایی که ارزش شنیدن دارند

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Andrew Stein: Living with Lions 46:39

AI Zen with Andrew and Jen « »
A wee bit about model maintenance