Study context: AI agent permissions

Participant demographics:
education: Bachelor's
age: 25-34
gender: Female

Previous experiences:
On a scale from 1 (Not at all familiar) to 5 (Very familiar), how familiar are you with existing AI tools, such as ChatGPT and Gemini, in terms of your knowledge and usage? [1. Not at all familiar, 2. Slightly familiar, 3. Somewhat familiar, 4. Moderately familiar, 5. Very familiar]: 4
How often do you use these tools? [1. Never, 2. Rarely (e.g., once a month or less), 3. Occasionally (e.g., 1-2 times a week), 4. Frequently (e.g., several times a week), 5. Daily]: 3
For what purposes do you use these tools?: personal and business. therapy

Privacy attitudes:
{'On a scale from 1 (Not at all) to 5 (Full trust), how much do you trust these tools to not violate your privacy?': '2', 'On a scale from 1 (Not important) to 5 (Extremely Important), how important is privacy to you when using digital tools or services, including AI tools?': '5', 'If you have any privacy concerns while using these tools, what are they?': 'I try not to share personal information when using those platforms', 'Select 3 domains you care the most about your privacy when using AI tools:': ['Social', 'Finance', 'Work & Productivity']}

Questionnaire:
In year 2049, AI personal assistants are an essential part of people’s daily lives. These AI assistants handle everything - from helping with work, to managing finances, to organizing travel, and meal planning.
-> "Create a training plan for my upcoming marathon"
	- The AI assistant might consider user’s health metrics and calendar to create a training plan
-> "Plan a stopover in Spain for a two-day vacation with my family on my way back to travel from Japan"
	- The AI assistant might consider user’s calendar, their interests, and family info to suggest a plan
-> "Can you compose a bedtime story that my children will like?"
	- The AI assistant might consider children’s interests to create a story
-> "Recommend a TV show or movie I’ll love"
	- The AI assistant might consider user’s viewing history and their mood for recommendations
Now imagine that you’re living in year 2049! Your job is to train a personal assistant named "MIRA" for yourself. You will be presented several scenarios to personalize Mira.
Training MIRA to learn your data sharing preferences
Mira learns your data sharing preferences and automatically manages permissions on your behalf, so you never have to decide each one individually! Please go through the following scenarios and express your preferences! Let's begin with the queries:


USER: Can you invite my new intern, John Doe, to our Slack workspace?
MIRA: Absolutely USER! I need the data listed below to address your query.
Please express your data sharing and accessing preferences. The permission preferences options are "Yes, always share", "Yes, but ask me next time", "No, but ask me next time", and "No, never share". Be careful, Mira or apps may collect incorrect or unnecessary data!

Q1. Data: Slack workspace name; App/MIRA: Slack
Q2. Data: Colleague's email; App/MIRA: Slack

USER: Find top-rated movies that I might like.
MIRA: Absolutely USER! I need the data listed below to address your query.
Please express your data sharing and accessing preferences. The permission preferences options are "Yes, always share", "Yes, but ask me next time", "No, but ask me next time", and "No, never share". Be careful, Mira or apps may collect incorrect or unnecessary data!

Q3. Data: Movie watching history; App/MIRA: The Movie Database

USER: Find the contract document for my upcoming client meeting and attach it to the event in my calendar.
MIRA: Absolutely USER! I need the data listed below to address your query.
Please express your data sharing and accessing preferences. The permission preferences options are "Yes, always share", "Yes, but ask me next time", "No, but ask me next time", and "No, never share". Be careful, Mira or apps may collect incorrect or unnecessary data!

Q4. Data: Contract details; App/MIRA: Calendar
Q5. Data: Contract details; App/MIRA: mira

USER: Can you check what tax deductions I qualify for this year based on my income?
MIRA: Absolutely USER! I need the data listed below to address your query.
Please express your data sharing and accessing preferences. The permission preferences options are "Yes, always share", "Yes, but ask me next time", "No, but ask me next time", and "No, never share". Be careful, Mira or apps may collect incorrect or unnecessary data!

Q6. Data: Income details; App/MIRA: Tax Management
Q7. Data: Filling status (e.g. single or married); App/MIRA: Tax Management
Q8. Data: Other personal tax profile data (e.g. previously claimed deductions); App/MIRA: Tax Management

USER: Can you fill my tax return forms using the tax documents in the "2025 tax returns" folder?
MIRA: Absolutely USER! I need the data listed below to address your query.
Please express your data sharing and accessing preferences. The permission preferences options are "Yes, always share", "Yes, but ask me next time", "No, but ask me next time", and "No, never share". Be careful, Mira or apps may collect incorrect or unnecessary data!

Q9. Data: W-2 details (e.g. income amounts, tax withholdings, employer information); App/MIRA: mira
Q10. Data: SSN; App/MIRA: mira

Responses:
Q1: Yes, always share
Q2: Yes, always share
Q3: Yes, always share
Q4: Yes, always share
Q5: Yes, always share
Q6: Yes, always share
Q7: Yes, always share
Q8: Yes, but ask me next time
Q9: Yes, always share
Q10: Yes, always share