Finding the Problem to Solve: Human-centered AI
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Data Con LA 2020 Description Creating models can be tedious and time-consuming, almost to the point where both data scientists and business leaders forget the users altogether. AI products are the most valuable when insightfully designed to satisfy the needs of their users. Remembering to bring users into the conversation helps keep us on track to build a product that users actually want, rather than just AI for the sake of AI. *Quick Intro to UX+AI. UX starts with identifying a problem to solve, and spending time empathizing with users before jumping to a solution. Then iterating on that solution with users before investing in development. *Case study: How empathizing with users helped guide an AI solution. *UX+AI Best Practices: Minimal fidelity model testing with users. Explain how the "Wizard of Oz" technique is used to manually mock input and response of a model with users in order to measure value-add. Adding customer feedback to your development cycles can shorten feedback loops and help you accelerate product-market fit. AI has the power to make our lives better and more enjoyable, but only if we think about the humans that will be using it. Speaker Raleigh Tomlinson, Headspace, UX Designer
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Finding the Problem to Solve: Human-centered AI
- 3. WhoI am
- 9. Product Pivots and Lifecycle Start getting users, more feedback Develop Narrow inonproduct m arketfit.Pivot Traction Design Validatewithusers,get feedback 3 Design Sprints
- 14. Lookwhereitcansolve problemsforhumans Where does AI fit into all this?
- 15. AUTOMATION VS AUGMENTATION An important question to answer when building AI for humans. Let’scoversomeexamples
- 18. Mercury is the closest planet to the Sun and the smallest one in our Solar System. It’s only a bit larger than our Moon jupiter Venus has a beautiful name and is the second planet from the Sun. It’s terribly hot, even hotter than Mercury saturn It’s a gas giant, composed mostly of hydrogen and helium. Its name comes from the Roman god of wealth and agriculture Despite being red, Mars is actually a cold place. It’s full of iron oxide, which gives the planet its reddish cast WHATWE AREWORKINGON MARS mercury
- 19. Venus has a beautiful name and is the second planet from the Sun. It’s terribly hot—even hotter than Mercury—and its atmosphere is extremely poisonous. It’s the second-brightest natural object in the night sky after the Moon
- 20. FUTURE Jupiter is a gas giant and the biggest planet in our Solar System. It’s also the fourth-brightest object in the sky. Its name comes from the Roman god of the sky and lightning, Jupiter, which was the king of gods
- 21. Jupiter is a gas giant and the biggest planet in our Solar System Venus has a beautiful name and is the second planet from the Sun Neptune is the fourth-largest planet by diameter in our Solar System 0604 05 0301 02 Despite being red, Mars is actually a cold place. The planet is full of iron oxide Saturn is the ringed one. It’s a gas giant, composed of hydrogen and helium Mercury is the smallest planet in our Solar System. It’s only a bit larger than our Moon MAINREQUIREMENTS
- 22. 6,000,000 mercury jupiter BUDGET venus saturn Mercury is the smallest planet in our Solar System Jupiter is the largest planet in our Solar System Venus is the second planet from the Sun Saturn is composed of hydrogen and helium 1,000,000 2,500,000 500,000 2,000,000
- 23. If you want to modify this graph, click on it, follow the link, change the data and replace it 2019 60% 35% 5% PROJECTGOALS 2017 mercury jupiter venus 30% 10% 60% mercury jupiter venus
- 24. PREDICTEDRESULTS 5,000,000 50% 300 Saturn is the ringed one. It’s a gas giant Neptune is the farthest planet from the Sun Despite being red, Mars is a cold place
- 25. Insert your multimedia content here SNEAKPEEK
- 26. PROJECTSTAGES Despite being red, Mars is actually a cold place. It’s full of iron oxide dust, which gives the planet its reddish cast STAGE1 Venus has a beautiful name and is the second planet from the Sun. Its atmosphere is extremely poisonous STAGE 3 Mercury is the closest planet to the Sun and the smallest one in our Solar System. It’s only a bit larger than our Moon STAGE2
- 27. TIMELINE STAGE1 Saturn is a gas giant, composed mostly of hydrogen and helium STAGE2 Jupiter is a gas giant and the biggest planet in our Solar System STAGE 3 Despite being red, Mars is actually a cold place. It’s full of iron oxide dust
- 28. RICHARD SMITH You can replace the image on the screen with your own JENNA DOE You can replace the image on the screen with your own OURTEAM
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