[Script Info]
Title: 
[Events]
Format: Layer, Start, End, Style, Name, MarginL, MarginR, MarginV, Effect, Text
Dialogue: 0,0:00:00.41,0:00:02.16,Default,,0000,0000,0000,,Siri, are you artificial intelligence?
Dialogue: 0,0:00:02.16,0:00:04.22,Default,,0000,0000,0000,,SIRI: Close enough, I'd say.
Dialogue: 0,0:00:06.10,0:00:09.09,Default,,0000,0000,0000,,Artificial intelligence is\Nwhen humans train computers
Dialogue: 0,0:00:09.09,0:00:11.91,Default,,0000,0000,0000,,to recreate the workings\Nof the human brain.
Dialogue: 0,0:00:11.91,0:00:13.38,Default,,0000,0000,0000,,AI occurs when machines
Dialogue: 0,0:00:13.38,0:00:15.23,Default,,0000,0000,0000,,have learned to recognize enough patterns
Dialogue: 0,0:00:15.23,0:00:18.27,Default,,0000,0000,0000,,to be able to make decisions on their own.
Dialogue: 0,0:00:21.50,0:00:24.40,Default,,0000,0000,0000,,Episode 4, Artificial Intelligence.
Dialogue: 0,0:00:28.52,0:00:30.43,Default,,0000,0000,0000,,So what does that actually look like?
Dialogue: 0,0:00:30.43,0:00:32.35,Default,,0000,0000,0000,,Here's how Google uses\Nartificial intelligence
Dialogue: 0,0:00:32.35,0:00:34.55,Default,,0000,0000,0000,,to write email replies for you.
Dialogue: 0,0:00:34.55,0:00:38.01,Default,,0000,0000,0000,,An email comes in. It says,\Nare you free tomorrow?
Dialogue: 0,0:00:38.01,0:00:40.95,Default,,0000,0000,0000,,It moves through the thought\Nvector, which is a black box.
Dialogue: 0,0:00:40.95,0:00:43.98,Default,,0000,0000,0000,,And what comes out the other\Nend is the AI response.
Dialogue: 0,0:00:43.98,0:00:45.43,Default,,0000,0000,0000,,Yes, what's up?
Dialogue: 0,0:00:47.99,0:00:49.95,Default,,0000,0000,0000,,But AI can go horribly wrong.
Dialogue: 0,0:00:49.95,0:00:51.10,Default,,0000,0000,0000,,Google was using AI
Dialogue: 0,0:00:51.10,0:00:53.90,Default,,0000,0000,0000,,to tag images that were\Nuploaded to the web.
Dialogue: 0,0:00:53.90,0:00:56.38,Default,,0000,0000,0000,,Google's AI engine started to tag images
Dialogue: 0,0:00:56.38,0:00:58.47,Default,,0000,0000,0000,,of black people as gorillas.
Dialogue: 0,0:00:58.47,0:01:01.15,Default,,0000,0000,0000,,The company apologized and\Nsaid they would fix it.
Dialogue: 0,0:01:01.15,0:01:03.68,Default,,0000,0000,0000,,AI is only as good as\Nthe patterns we teach it.
Dialogue: 0,0:01:03.68,0:01:06.10,Default,,0000,0000,0000,,So if we give it biased, stereotyped,
Dialogue: 0,0:01:06.10,0:01:08.74,Default,,0000,0000,0000,,or even racist information, what then?
Dialogue: 0,0:01:08.74,0:01:11.44,Default,,0000,0000,0000,,In one study, researchers\Ntrained an AI program
Dialogue: 0,0:01:11.44,0:01:14.91,Default,,0000,0000,0000,,with 3 million words from\NGoogle news articles.
Dialogue: 0,0:01:14.91,0:01:16.29,Default,,0000,0000,0000,,This is what they found.
Dialogue: 0,0:01:16.29,0:01:19.89,Default,,0000,0000,0000,,The closest word to the query\Nblack male, returns assaulted.
Dialogue: 0,0:01:24.09,0:01:26.84,Default,,0000,0000,0000,,While the response to\Nwhite male, is entitled to.
Dialogue: 0,0:01:31.61,0:01:34.53,Default,,0000,0000,0000,,If we're not intelligent\Nabout how we train our robots,
Dialogue: 0,0:01:34.53,0:01:37.32,Default,,0000,0000,0000,,they will perpetuate the\Nworst of human behavior.