Chapter

The Future of AI for Goal-Oriented Dialogues
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1:32:36 - 1:39:39 (07:03)

The space for modeling a person's goals in the context of interacting with AI is huge and includes attributes such as product reviews and consumer forums. In the next five years, AI will likely close the gap between goal-oriented dialogues and open domains.

Clips
The speaker discusses the challenges of modeling human goals and intentions while interacting with virtual assistants like Alexa, pointing out the need to move beyond prediction-based approaches to solve complex reasoning problems.
1:32:36 - 1:36:14 (03:37)
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Natural Language Processing
Summary

The speaker discusses the challenges of modeling human goals and intentions while interacting with virtual assistants like Alexa, pointing out the need to move beyond prediction-based approaches to solve complex reasoning problems.

Chapter
The Future of AI for Goal-Oriented Dialogues
Episode
Rohit Prasad: Amazon Alexa and Conversational AI
Podcast
Lex Fridman Podcast
The speaker highlights the difficulty of thinking beyond the five year space in product development due to rapid changes in the industry, but emphasizes the importance of working backwards to create a product that meets customer needs and expectations.
1:36:15 - 1:37:46 (01:31)
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Product Development
Summary

The speaker highlights the difficulty of thinking beyond the five year space in product development due to rapid changes in the industry, but emphasizes the importance of working backwards to create a product that meets customer needs and expectations.

Chapter
The Future of AI for Goal-Oriented Dialogues
Episode
Rohit Prasad: Amazon Alexa and Conversational AI
Podcast
Lex Fridman Podcast
In the next five years, AI will see a move towards closing the gap between goal-oriented and open domain dialogues.
1:37:46 - 1:39:39 (01:53)
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AI
Summary

In the next five years, AI will see a move towards closing the gap between goal-oriented and open domain dialogues. From a shopping perspective, attributes and multiple reviews need to be taken into account, as consumers still rely heavily on researching products outside of voice assistants.

Chapter
The Future of AI for Goal-Oriented Dialogues
Episode
Rohit Prasad: Amazon Alexa and Conversational AI
Podcast
Lex Fridman Podcast