Homework Help: Questions and Answers: A manufacturing center installs a series of smart cameras at different points along the assembly line to identify quality control issues and suggest improvements. Which type of technology is described in this scenario?
a) Retrieval Augmented Generation
b) Small Language Model
c) Edge Al
d) Copilot
e) I don’t know this yet
Answer:
First, let’s understand what the question is about:
The scenario described involves installing smart cameras along an assembly line for quality control and improvement suggestions. Let’s analyze the each given options step by step to determine the correct answer.
Given Options: Step by Step Answering
a) Retrieval Augmented Generation:
- This refers to a model that can fetch information from a database or external source to generate more accurate or relevant responses. It does not typically involve cameras or direct interaction with physical environments like an assembly line.
- This is typically used in language models to enhance responses with external data.
b) Small Language Model
- A small language model is a scaled-down version of large language models used primarily for generating or understanding text. It wouldn’t directly interact with physical devices like cameras or handle quality control in a manufacturing setting.
c) Edge AI
- Edge AI involves running AI algorithms locally on devices (e.g., cameras, sensors) at the edge of the network, closer to the data source. This setup minimizes latency and reduces the need for constant communication with centralized servers, making it suitable for real-time quality control on an assembly line.
d) Copilot
- While “copilot” generally refers to systems that assist users (such as software development assistants or navigation aids), it is less specific about interacting with physical devices like smart cameras in a manufacturing context.
e) I don’t know this yet
- We’ll consider this if none of the other options seem correct.
Final Answer
Based on the above analysis, the correct answer (option) that describes technology in the given scenario is:
c) Edge AI
None of the other options (Retrieval Augmented Generation, Small Language Model, or Copilot) accurately describe the scenario of smart cameras performing real-time, localized AI processing in a manufacturing setting. Edge AI is the technology that best fits this use case of distributed, on-device intelligence for real-time decision making in an industrial environment.
Therefore, the correct answer is c) Edge AI.
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