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BCS Exam AIF Topic 3 Question 42 Discussion

Actual exam question for BCS's AIF exam
Question #: 42
Topic #: 3
[All AIF Questions]

The EU's Ethical Guidelines use what to demonstrate trustworthy Al?

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Suggested Answer: B

Activation Functions

Anactivation functionin a neural network defines how the weighted sum of the input is transformed into an output from a node or nodes in a layer of the network.

https://machinelearningmastery.com/choose-an-activation-function-for-deep-learning/#:~:text=An%20activation%20function%20in%20a,a%20layer%20of%20the%20network.

An activation function is a mathematical function used in a neural network to determine the output of a neuron. Activation functions are used to transform the inputs into an output signal and can range from simple linear functions to complex non-linear functions. Activation functions are an important part of neural networks and help the network learn patterns and generalize data. Types of activation functions include sigmoid, ReLU, tanh, and softmax. References: BCS Foundation Certificate In Artificial Intelligence Study Guide,https://bcs.org/certifications/foundation-certificates/artificial-intelligence/


by Salena at Jul 16, 2024, 08:32 AM

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Alton
2 days ago
I was hoping for something a little more technical, like a quality assurance plan. But I guess the ethical side is just as important, if not more so.
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Gerald
2 days ago
A human-centric value system? That's a no-brainer! The EU guidelines are all about putting people first when it comes to AI.
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Herminia
6 days ago
I'm not sure about that. I think it could also be A) A quality assurance plan to demonstrate trustworthy AI.
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Krissy
8 days ago
I agree with Lenna. The EU's Ethical Guidelines should definitely be based on a human-centric value system.
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Lenna
11 days ago
I think the answer is D) A human-centric value system.
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