What is semantic retrieval in the context of LLMs?
Searching for relevant information in other data sources
What additional protection does the Trust Layer add to customer data?
Data masking
What are prompt Défense guardrails in LLMs for?
Decreasing the likelihood of unintended or harmful output
Supervised learning is typically used with what type of data?
Structured data
What does supervise learning aim to do?
Verify output with known, expected results
What is the primary function of classifications?
Categorize data into groups
What are the key features of Einstein Bots in Salesforce's Service Cloud?
Automatic issue resolution, case field prediction, and AI-driven customer service
What does Einstein Vision for Field Service automate?
Image classification for quicker issue resolution on-site
What is a bot in the context of AI?
An application that automates standard tasks
What is one not a concern related to LLMs and AI-generated content?
Decreasing carbon footprint of AI models
What is the definition of generative AI?
Technology that creates new content based on a set of data
What is a key difference between generative AI and predictive AI?
Generative AI focuses on generating content, while predictive AI predicts future events
What is the goal of part of speech tagging in NLP?
Identifying the underlying grammatical structure of a sentence
Which technique in NLP focuses on reducing words to their root while considering the part of speech?
Identifying the underlying grammatical structure of a sentence
What does sentiment analysis involve?
Determining whether a text expresses a positive, negative or neutral sentiment
What is the primary goal of change management in AI deployment?
Ensuring the success of new initiatives
What is Einstein Next Best Action a part of within the Salesforce ecosystem?
Einstein Platform
What tasks can an AI solution for sales teams perform?
Eliminating time-consuming busywork
What are the Five Trusted AI Principles at Salesforce?
Responsible, Accountable, Transparent, Empowering, Inclusive
What are the guidelines for Trusted Generative AI related to?
AI bias mitigation
What does a model card provide important details about?
AI model characteristics
Which Salesforce AI feature aids in reducing data entry and activity logging for sales reps?
Einstein Automated Contacts
What does Einstein Opportunity Insights provide to sales reps?
Intelligent updates about opportunities
What are the key principles outlined in the guidelines for Trusted Generative AI?
Accuracy, Safety, Transparency, Empowerment, Sustainability
What occurs in overfitting when creating predictive models?
Memorizing unnecessary details
How does underfitting affect statistical algorithms in modeling?
Inability to capture underlying patterns
What defines raw data in the context of data analysis?
Data yet to be processed or modified
What defines Einstein Knowledge within Salesforce?
A solution providing AI-guided article and solution suggestions
What distinguishes Einstein Vision from Einstein Prediction?
Einstein Vision handles image recognition, while Einstein Prediction focuses on forecasting
Which Salesforce feature highlights the synergy between AI and human capabilities?
Empowering
What term describes the challenge faced by businesses in identifying AI-generated profiles that
interact with real users, making it challenging to detect bot networks?
User Spoofing
What advantage does producing multiple versions of an output provide for generative AI?
Assisting in choosing the best output version
In what way can generative AI assist when the product description is available?
Adjusting the tone and voice of the existing description
Which aspects are crucial considerations in AI implementation?
Data Quality, Data Cleansing and Data Governance
What poses challenges for humans in interpreting AI decisions?
The complexity of algorithms and reliance on large datasets
What ethical challenges are commonly associated with AI?
Human bias in algorithms and lack of transparency in decision processes
What crucial role does considering privacy concerns play in handling AI and CRM data?
Ensures compliance with laws and regulations
To enforce the requirement of having a phone number and pin code for each new contact, which feature should the data quality expert at Salesforcegeek Inc. Use?
Validation rule
Which practice aligns with Salesforce's Trusted AI Principle of Inclusivity?
Testing models with diverse datasets
What term describes the process of breaking sentences into separate units, often done by splitting words based on spaces in the English language?
Tokenization
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