Question

Your product manager is working for a website that sells clothing fabrics. You're working on an Al natural language processing product that allows customers to do natural language searches. What will be one of the biggest challenges with your new Al system?

Select an answer:

O Humans tend to describe things as qualities such as "dark" and "soft" which are difficult to translate into search results.
O Like computers, humans are very precise in their language and so it'll be difficult to record all that data.
O Natural language processing requires a lot of experts to program the system.
O Customers might be intimidated by the strong Al system that could ask difficult follow-up questions.

Answer 1

One of the main challenges with an AI natural language search system for clothing fabrics is translating subjective descriptors into meaningful search results, and dealing with algorithm bias and context understanding.

Step-by-step explanation:

One of the biggest challenges with a new AI system that allows customers to do natural language searches for clothing fabrics will be translating subjective descriptors that humans use, such as "dark" and "soft," into concrete search parameters that yield meaningful results. This involves the complexity of interpreting the vast variations in human language and contextually understanding them to produce accurate search outcomes. Handling natural language processing (NLP) effectively requires sophisticated AI programming to manage linguistic nuances and to anticipate a wide range of synonyms, adjectives, and cultural phrases that customers might use.

Moreover, addressing the potential for algorithm bias and ensuring the AI understands context when processing searches are paramount to providing accurate and useful search results. Bridging the gap between subjective human descriptions and objective search criteria in an AI system emphasizes the challenges within the field of artificial intelligence and user interaction. This intersects with the study of human factors psychology, which examines how individuals interact with technology like search engines.