The New Design Material
summary
A $400 “juice” device sells itself as innovation but just squeezes prefabricated packs, exposing design theater; Slack ships a Slack expert finder that ranks people; Google Forms auto-selects answer types; the Washington Post uses Heliograph to auto-generate simple articles; a radiology system removes repetitive scans so clinicians focus on abnormalities; DeepPatient flags schizophrenia up to two years earlier; Amazon’s hiring model learns gender bias; ACLU finds 28 false congressional matches with Rekognition and default 80% confidence (police recommend 95%).
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chapters (18)
- 0:00Start
- 2:46Wi-Fi Enabled Kettle
- 6:06Machine Learning as a Design Material
- 7:12Five Ways That You Can Use Machine Learning
- 7:41Classification
- 9:20Classification Google Forms
- 12:11Heliograph
- 12:25Clustering
- 20:15Unique Qualities of the Design Material
- 23:47Unexpected Visitors
- 25:37Be As Smart as a Puppy
- 27:34Narrow Domains
- 32:29Data Literacy
- 33:17Signaling Our Intention
- 35:49Machine Learning Sees the World in Shades of Gray
- 36:38Cognitive Services
- 38:40Language
- 50:49Creating a Design Foundation
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