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[D] Rohit Prasad: Amazon Alexa and Conversational AI

[D] Rohit Prasad: Amazon Alexa and Conversational AI

Rohit Prasad is the vice president and head scientist of Amazon Alexa and one of its original creators.

Video: https://www.youtube.com/watch?v=Ad89JYS-uZM
Audio: https://lexfridman.com/rohit-prasad

Outline:
(click on the timestamp to jump to that part of the video)

0:00 – Introduction
4:34 – Her
6:31 – Human-like aspects of smart assistants
8:39 – Test of intelligence
13:04 – Alexa prize
21:35 – What does it take to win the Alexa prize?
27:24 – Embodiment and the essence of Alexa
34:35 – Personality
36:23 – Personalization
38:49 – Alexa’s backstory from her perspective
40:35 – Trust in Human-AI relations
44:00 – Privacy
47:45 – Is Alexa listening?
53:51 – How Alexa started
54:51 – Solving far-field speech recognition and intent understanding
1:11:51 – Alexa main categories of skills
1:13:19 – Conversation intent modeling
1:17:47 – Alexa memory and long-term learning
1:22:50 – Making Alexa sound more natural
1:27:16 – Open problems for Alexa and conversational AI
1:29:26 – Emotion recognition from audio and video
1:30:53 – Deep learning and reasoning
1:36:26 – Future of Alexa
1:41:47 – The big picture of conversational AI

https://preview.redd.it/j0ut1ljfbm441.png?width=1280&format=png&auto=webp&s=e13fd282f47c36cb752e272ab60fca78c48cc787

submitted by /u/UltraMarathonMan
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