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Salesforce AI Associate Exam - Topic 1 Question 38 Discussion

Which best describes the difference between predictive AI and generative Al?
B) Predictive Al uses machine learning to classify or predict outputs from its input data whereas generative Al uses machine learning to generate new and original output for 4 given input
A) Predictive AT uses machine learning to classify or predict outputs from its input data whereas generative Al does not use machine learning to generate its output.
C) Predictive Al and generative Al have the same capabilities but differ in the type of input they receive; predictive AT receives raw data whereas generative AT receives natural language.

Salesforce AI Associate Exam - Topic 1 Question 38 Discussion

Actual exam question for Salesforce's Salesforce AI Associate exam
Question #: 38
Topic #: 1
[All Salesforce AI Associate Questions]

Which best describes the difference between predictive AI and generative Al?

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Suggested Answer: B

Predictive AI and generative AI represent two different applications of machine learning technologies. Predictive AI focuses on making predictions based on historical data. It analyzes past data to forecast future outcomes, such as customer churn or sales trends. On the other hand, generative AI is designed to generate new and original outputs based on the learned data patterns. This includes tasks like creating new images, text, or music that resemble the training data but do not duplicate it. Both types of AI use machine learning, but their objectives and outputs are distinct. For detailed differences and applications in a Salesforce context, Salesforce's guide on AI technologies is a helpful resource, accessible at Salesforce AI Technologies.


by Tracie at Feb 12, 2025, 12:00 AM

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Sena
6 months ago
I don’t know, I feel like all AI is just a mix of everything these days.
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Javier
6 months ago
C sounds off, they definitely have different capabilities.
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Timothy
7 months ago
Wait, are you sure about that? I thought generative AI didn't need ML.
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Frank
7 months ago
I agree with B, makes the most sense.
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Effie
7 months ago
B is the correct answer! Generative AI definitely uses machine learning.
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Avery
7 months ago
I thought predictive AI was more about analyzing past data, while generative AI focuses on creating something new, which makes me lean towards B as well.
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Rebbeca
8 months ago
I feel like both types of AI use machine learning, but I can't recall the specifics about their differences.
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Krystina
8 months ago
I remember practicing a question that highlighted how generative AI creates new content, so I think option B sounds right.
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Eliseo
8 months ago
I think predictive AI is about making predictions based on data, but I'm not sure if generative AI really doesn't use machine learning.
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Justine
8 months ago
I think the key difference is that predictive AI uses machine learning to classify or predict outputs, while generative AI uses machine learning to generate new and original output. Option B seems to capture that distinction best.
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Trinidad
8 months ago
I'm a bit confused by this question. I know there's a difference between predictive and generative AI, but I'm not sure I fully understand it. I'll have to review my notes and try to figure this out.
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Shawn
8 months ago
Okay, let me see if I can break this down. Predictive AI uses machine learning to classify or predict outputs, while generative AI uses machine learning to generate new and original output. I'm leaning towards option B.
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Zana
8 months ago
Hmm, this is a tricky one. I'm not entirely sure about the difference, but I think option B sounds right. I'll have to think it through a bit more.
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Mozelle
8 months ago
I'm pretty confident I know the difference between predictive and generative AI. I think option B is the correct answer.
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Gertude
1 year ago
But A makes more sense to me because predictive AI is about predicting outputs.
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Lonny
1 year ago
Hmm, I'd say the correct answer is B. Predictive AI and generative AI may seem similar, but their inner workings are quite different. It's like comparing a fortune teller to a game of Mad Libs - one tries to predict the future, the other just makes stuff up!
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Dorsey
1 year ago
Exactly! Predictive AI and generative AI may seem similar on the surface, but they have different approaches and capabilities.
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Rebbecca
1 year ago
So, predictive AI is more about classification and prediction, while generative AI focuses on generating new and original content.
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Rolland
1 year ago
That's a good analogy! Predictive AI is like a fortune teller trying to predict the future, while generative AI is more like a game of Mad Libs making stuff up.
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Jesusa
1 year ago
I think you're right, B is the correct answer. Predictive AI uses machine learning to classify or predict outputs, while generative AI creates new and original output.
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Odette
1 year ago
Ah, the old predictive vs. generative AI conundrum. I'm gonna have to go with option B on this one. Gotta love that machine learning magic!
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Carey
1 year ago
I think the key difference is that predictive AI uses machine learning to classify or predict outputs, while generative AI uses machine learning to generate new and original output. The correct answer is B.
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Lewis
1 year ago
Yes, generative AI uses machine learning to generate new and original output.
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Carissa
1 year ago
I agree, predictive AI uses machine learning to classify or predict outputs.
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Gertude
1 year ago
I think the answer is A.
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Cheryll
1 year ago
I disagree, I believe the answer is B.
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