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AI Risk Matrix: Choose How Much Access a Task Needs

Every artificial intelligence (AI) tool involves some risk. Each of us is in charge of our own risk appetite. This matrix collects the "gotchas" behind the Personal AI Security Checklist so you can see the issue, the everyday behavior that raises it, what could happen, and a lower-risk choice. Step IDs (O1, S1, P1, M1) point to the checklist.

Step 1: Know the level you're working at

These levels describe different kinds of access, not a universal ranking or measured risk score. Most people can do a lot at Level 1.

0

Setup: No AI

What it adds: Nothing new

What should be in place first: Nothing

1

Setup: Basic chat with your own, cleaned-up text. Web search, connections and agent actions off.

What it adds: Your text reaches the AI company and may be stored.

What should be in place first: Training off, memory reviewed, cleanup habits (S5, S6, P1 to P5)

2

Setup: Basic chat with outside content pasted in (emails, webpages, documents)

What it adds: Untrusted content that may hide instructions

What should be in place first: Treat it as untrusted, check answers, act yourself (P8 to P10)

3

Setup: Web search on

What it adds: Words from your conversation, and possibly memory, go to a search company

What should be in place first: Nothing sensitive in that chat (S8)

4

Setup: Connected to email, calendar, files or health records, read only, including AI built into your email app

What it adds: The AI reads things you haven't reviewed, including strangers' messages

What should be in place first: The three questions answered, scope limited, a plan to revoke access (S7, short-lived access checklist)

5

Setup: Connected, and able to act: send, share, book, buy, create events

What it adds: Actions you didn't intend, possibly triggered by outside content

What should be in place first: A tested off switch, supervision, approvals (S12, P11)

6

Setup: AI browser or agent working in your signed-in browser

What it adds: Potential access to signed-in accounts, subject to browser, site, and agent permissions

What should be in place first: A separate browser profile without banking, email or password manager (S11)

The risky combination: private data, untrusted content and a way out, all in one setup. Levels 4 to 6 can bring all three together.

Step 2: Know the gotchas

What you share and what's kept

Your storyline builds up

What's going on: Chats, memory and uploads add up to a profile of you, kept on the company's servers until deleted

Behavior that raises the risk: Sharing personal details across many chats, memory on

What could happen: A hacked account, data breach or change in terms exposes a detailed profile; some companies use chats for ads

Lower-risk choice: Share the minimum, review memory, close out each task

Steps: S6, P2, P14, M4

Training may be on by default

What's going on: Some services use your chats to improve models unless you opt out

Behavior that raises the risk: Never opening privacy settings

What could happen: Your content is kept longer and used in ways you didn't choose

Lower-risk choice: Turn off optional training

Steps: S5

Off isn't erased

What's going on: Training, memory and deletion are separate switches; deletion can take weeks; backups may keep copies

Behavior that raises the risk: Assuming one switch handles everything

What could happen: Data you thought was gone is still stored

Lower-risk choice: Check each setting; check retention rules

Steps: S5, S6, P14, M4

Signing out isn't private

What's going on: Without an account, you may not reach the opt-out settings

Behavior that raises the risk: Using AI signed out to "stay private"

What could happen: Chats may be used under default terms

Lower-risk choice: Use an account with your settings set

Steps: S5

Typed text may be sent before Send

What's going on: Some tools and writing helpers send text as you type

Behavior that raises the risk: Typing or pasting raw details, then deleting them

What could happen: Details reach the provider even if you never send

Lower-risk choice: Clean up text before it reaches the chat box

Steps: P3

Pseudonym labels aren't anonymous

What's going on: Details left behind can still point to a person; your label key reveals everyone

Behavior that raises the risk: Swapping names but leaving roles, dates and places; storing the key in AI

What could happen: People can still be identified; the key exposes them all

Lower-risk choice: Remove extra details; keep the key private

Steps: P4, P5

Files carry hidden details

What's going on: Comments, tracked changes, hidden sheets, author names and photo locations

Behavior that raises the risk: Uploading whole files

What could happen: Information you didn't see gets shared

Lower-risk choice: Check files; share only the needed part

Steps: P6

Other people's information

What's going on: Clients, patients, coworkers and family didn't agree to share

Behavior that raises the risk: Pasting their details to get help

What could happen: Broken trust, contracts or laws

Lower-risk choice: Confirm permission; share the minimum

Steps: P1, P2

Public share links

What's going on: Shared chats can be found; some have appeared in search results

Behavior that raises the risk: Making chats public, forgetting old links

What could happen: Personal details become public

Lower-risk choice: Keep sensitive chats private; search for yourself

Steps: P12, M5

Connections and outside content

Planted instructions

What's going on: Emails, invites and webpages can hide instructions meant for AI

Behavior that raises the risk: Asking AI to summarize your whole inbox or a webpage

What could happen: The AI exposes data or acts against you

Lower-risk choice: Treat outside content as untrusted; keep actions off

Steps: P8, P13

Ignored emails are ticking time bombs

What's going on: Spam and phishing you ignored still sit in your inbox

Behavior that raises the risk: Connecting AI to an inbox full of old junk

What could happen: A connected AI reads a planted instruction later

Lower-risk choice: Disconnect personal email; clear old junk if connected

Steps: S7

AI built into your inbox

What's going on: Email apps now include AI that can read any message, including strangers'

Behavior that raises the risk: Asking the built-in AI about mail from unknown senders, or about your whole inbox

What could happen: Hidden text pulls login codes or other details into the answer, or sends them out

Lower-risk choice: Use AI on email you chose to show it, not on email that chose you. Choose your level for built-in email, calendar and chat AI (Cautious, Balanced or Accepting), check even if you never turned it on, and keep AI from deleting or archiving mail

Steps: S7, S9, P13, M1

Long chats drift

What's going on: As a chat grows, the AI can lose earlier instructions and build on its own mistakes

Behavior that raises the risk: Running one chat for hours or across many topics

What could happen: Forgotten rules, mixed-up details and made-up answers

Lower-risk choice: One task, one chat; start fresh with a reviewed handoff summary

Steps: P15

Poisoned answers

What's going on: Scammers plant fake support numbers and links on websites so AI tools repeat them

Behavior that raises the risk: Calling a number or opening a link straight from an AI answer or summary

What could happen: You reach a scammer who asks for card details or codes

Lower-risk choice: Find contact details yourself in the official app, a bookmark or a statement

Steps: P9, P13

Calendar invitations

What's going on: Invitations from strangers can land on your calendar automatically

Behavior that raises the risk: Leaving auto-add on

What could happen: A connected AI reads a planted invitation

Lower-risk choice: Add invitations only after you accept them

Steps: S9

Data leaves without a click

What's going on: A loaded image, new event or shared file can carry data out

Behavior that raises the risk: Letting AI create or display content freely

What could happen: Data leaks with no warning

Lower-risk choice: Keep actions off; don't open links in AI answers

Steps: P9, P10

Web search is a door

What's going on: Searches send words from your chat, and possibly memory, to a search company

Behavior that raises the risk: Automatic web search on during private work

What could happen: Sensitive words reach another company under its terms

Lower-risk choice: Turn off automatic search for sensitive work

Steps: S8

Connecting copies your data

What's going on: Some connections copy data to another company

Behavior that raises the risk: Adding Gmail, Yahoo or AOL to another company's app

What could happen: More companies hold your data, under more terms

Lower-risk choice: Check who else gets a copy before connecting

Steps: O6

Middlemen keep copies

What's going on: Some connections run through a data service with its own terms

Behavior that raises the risk: Connecting health or financial accounts through a third party

What could happen: Copies outside your AI provider's control

Lower-risk choice: Prefer downloads; request deletion afterward

Steps: O6, short-lived access

Disconnecting isn't revoking

What's going on: Removing a connector in the AI app may leave permission at the source

Behavior that raises the risk: Disconnecting only in one place

What could happen: Access continues

Lower-risk choice: Revoke at the source account too

Steps: S7, M6

Read-only still copies

What's going on: The tool gets copies of whatever it can read

Behavior that raises the risk: Assuming read-only means safe

What could happen: Private data is exposed even without changes

Lower-risk choice: Limit what it can read

Steps: O5

Health information hides everywhere

What's going on: Inboxes hold appointment, pharmacy and insurance messages

Behavior that raises the risk: Connecting email without thinking about health details

What could happen: Health conditions inferred and stored

Lower-risk choice: Disconnect personal email; use the Cautious path

Steps: S7, health note

No BAA on personal plans

What's going on: HIPAA coverage depends on the recipient's role and whether the app acts for a covered entity or business associate

Behavior that raises the risk: Using a personal AI account for patient or client data

What could happen: Legal and contract violations; harm to others

Lower-risk choice: Use an approved business account, configured correctly

Steps: P1

Accounts, actions and tools

Your AI account is a master key

What's going on: A connected AI account can reach chats, files and connected services

Behavior that raises the risk: Weak passwords, no multifactor authentication

What could happen: One takeover exposes everything connected

Lower-risk choice: Passkey or MFA; protect recovery

Steps: S1 to S3

Agents act

What's going on: AI that can send, buy or share can do it wrong, or be steered

Behavior that raises the risk: Letting an agent run unsupervised

What could happen: Messages sent, files shared, money spent

Lower-risk choice: Act yourself; stay nearby

Steps: P10, P11

Hard to stop

What's going on: Stopping a task, a schedule and access are different controls

Behavior that raises the risk: Not knowing where the off switch is

What could happen: Actions keep running; stopping doesn't undo

Lower-risk choice: Find and test the off switch first

Steps: S12

AI browsers use your sign-ins

What's going on: An AI browser acts inside accounts you're signed into

Behavior that raises the risk: Using it in your everyday browser profile

What could happen: Account takeover, data theft

Lower-risk choice: Separate profile without banking, email or password manager

Steps: S11

Installs that stay

What's going on: Plugins, skills, extensions and add-ins keep their access after the task; a document add-in may read document contents, depending on its permissions

Behavior that raises the risk: Clicking Install without knowing what it is, where it goes or what it can read

What could happen: Data theft, hidden copies or unwanted actions

Lower-risk choice: Know what, who, why, where, what it reads and how to remove it, or copy plain text into a basic chat instead

Steps: S10, P6

Confidently wrong answers

What's going on: AI can be wrong and sound sure

Behavior that raises the risk: Relying on totals, dates or advice without checking

What could happen: Bad decisions, especially on health and money

Lower-risk choice: Check against originals and sources

Steps: P9

Updates change things

What's going on: New features and defaults can arrive with updates

Behavior that raises the risk: Setting things once and never looking again

What could happen: Search, memory or connections back on

Lower-risk choice: Check monthly and after updates

Steps: M1

Forgotten accounts

What's going on: Old AI accounts still hold your data

Behavior that raises the risk: Signing up and moving on

What could happen: Exposure in a breach you won't notice

Lower-risk choice: Find and close unused accounts

Steps: O2, O3, S13

Step 3: Decide your risk appetite

For any task, ask three questions:

  1. How sensitive is the information? Low (a recipe idea), medium (a household budget), high (health, finances, children's routines, other people's data).
  2. What happens if the answer is wrong? Low (a meal idea), medium (a missed renewal), high (a missed pickup, a medication question, a legal deadline).
  3. What level from Step 1 does the task need?

Then match them:

Low and low

Suggested level: Up to Level 3 is reasonable, with care

Medium on either

Suggested level: Level 1 or 2, with cleanup and checking

High on either

Suggested level: Level 1 only, with the minimum information, or do it without AI

High information and you still want a connection

Suggested level: Short-lived access only, using the Short-Lived Access Checklist

These are starting points, not rules. Your comfort level, your obligations to other people and your work rules may call for more caution.


Changing a setting or disconnecting doesn't necessarily erase data already received. A checked box records a decision, not a guarantee of safety. General information, not legal advice. The author develops commercial security tools in this area; this matrix is tool-neutral and recommends no product. CC BY 4.0. Provided as is, without warranty.

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