Not Only Cars: “AI, Please Test My App”
summary
Maps driving autonomy onto testing with a concrete roadmap: 6 levels of autonomous testing from level 0 (regular automated tests) to level 6 (Skynet), with level 1 as visual testing that replaces brittle selectors by comparing screenshots, level 2 grouping layout changes, level 3 using machine learning to label regressions without a human baseline, and level 4 where user telemetry trains agents that write and drive tests. Cites fleets (Tesla 222 million miles, Waymo ~6 million) and tools like Applitools and King/Candy Crush ML work.
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chapters (36)
- 0:00Intro
- 0:37Its War
- 1:29Why driverless cars are important
- 2:03People get bored easily
- 2:54Autonomous testing
- 3:50About Gil
- 5:22Autonomous Driving
- 6:12Levels of Autonomy
- 6:42Level 0 Autonomy
- 7:04Level 1 Driving Assistance
- 7:54Level 1 Vision
- 9:46Level 2 Partial Automation
- 10:56What is AI
- 11:41Neural Networks
- 13:49How Neural Networks Work
- 15:40Training Neural Networks
- 18:59Mileage Numbers
- 19:36Deep Learning
- 21:54Neural Network
- 23:45Level 4 Autonomy
- 24:35Level 5 Holy Grail
- 24:58Brainstorming
- 25:12No Autonomy
- 25:35Driving Assistance
- 26:39Can it help
- 27:06Why didnt it work
- 28:18Better validation
- 28:48Level 3 Automation
- 30:24Level 4 Partial Automation
- 31:50Level 5 Product Manager
- 32:36Level 6 Skynet
- 33:16Are we there yet
- 33:30Eyes dont understand
- 34:54Does your job require thinking
- 36:27AI is a tool
- 37:04QA
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