Safety & trust

Safety is the product — not a checkbox.

Academic boundaries, answers from your school and your files, student-controlled data, and crisis help only when needed — not a companion chatbot.

Safety checks
4 layers
Reply style
Focused
Your data
Yours
AI anonymization
Default on

Four-layer guardrails

Every message passes through a stack — filter, classify, enforce, audit — before and after the model.

  1. 1

    Fast filter

    Obvious unsafe requests blocked before Emily replies.

  2. 2

    Intent check

    Separates study help from romantic, explicit, or manipulation attempts.

  3. 3

    Enforcer

    Refuses off-topic requests and keeps Emily in tutor mode.

  4. 4

    Local log

    Kept ~30 days on the tutor server — not sent to AI providers.

Student safety ops

Crisis, appeals, and feedback

Guardrails block companion drift and cheating — but students still have paths for crisis help, mistaken blocks on academic work, and product feedback without leaving Telegram.

  • /emergency

    Crisis resources

    Say "I need help" or /emergency for 988 and crisis lines. Emily is not a live counselor. Your trusted contact is notified only on defined crisis paths.

  • /support

    Brief stress support

    Turn on with /support on or say I need to vent (/vent works too). Short supportive replies — still within academic boundaries. Not therapy.

  • /appeal

    Blocked by mistake?

    Say "that was a mistake" or /appeal if a school topic was blocked wrongly — logged for parent review. Not for bypassing real safety rules.

  • /feedback

    Product feedback

    Say "I have feedback: …" or /feedback to reach the Emily team. Separate from homework help.

Ordinary moderation blocks are not texted to parents. Appeals and crisis paths are separate, defined flows.

What Emily remembers about you

Preferences, professors, pinned notes, and quiz progress stay saved between chats until you delete them — separate from your recent message history below.

Remembers you

Emily picks up where you left off

Ask Emily to remember your favourite study spot, your professor, or pinned course notes. Next time you open Telegram, she still knows — unlike a one-off chat that forgets you when you close the app.

Between chats
Yes
Saved notes
Up to 5
Preferences
~12
Until
You delete
What Emily keepsExamplesUntil
Preferences & habitsMusic you like, favourite study spotsUntil you delete
Professors & class rulesDr. Kim, APA formatting preferencesUntil you delete
Pinned course notesSyllabus, notes from Drive or NotionUntil you remove them
Quiz progressWhat you have practiced, review remindersExportable · deletable
  • Still there when you come back. Close Telegram, open it tomorrow — your saved preferences, professors, and notes are still there until you ask Emily to delete them.
  • Just ask in plain words. Say "remember I like …" or "save my chem syllabus" — no special syntax required. Emily writes it down when you are not in private mode.
  • Emily may ask before saving. If you mention something in passing, Emily might ask yes or no before keeping it — you stay in control.
  • See it, export it, delete it. Ask "what do you know about me?" anytime. Download your data or say "forget everything" to wipe saved memory — a parent-set forget PIN may be required for a full wipe.

Try saying: Remember I like K-pop · Remember I usually study at Weldon · Remember Dr. Kim is my chem professor

This is different from your recent chat history. Things you ask Emily to remember stay saved until you delete them. When a conversation gets very long, Emily may focus on recent messages — that does not erase what you asked her to keep.

Full memory features → · Long chat limits →

Long conversations

Smart limits — so help stays affordable

Emily is built for students on a budget. She keeps replies focused, summarizes very long chats, and does not pretend to remember every message forever. What you explicitly ask her to save is treated differently — see remembers you.

Reply length
Focused
Recent chat
~1 day
Long threads
Summarized
Saved memory
First
  • Focused replies. Emily keeps answers concise so you get clear help without endless walls of text — designed to stay affordable for students.
  • Long chats stay manageable. Very long back-and-forths get summarized instead of replaying every message. Emily still knows what you are working on.
  • Saved memory comes first. When a chat is crowded, Emily keeps your saved preferences and course notes before trimming older small talk.

When a chat gets crowded, Emily keeps first: Quiz progress → Conversation summary → Uploaded file excerpts → School & file references → Older messages.

More on safety & limits → · Memory features →

Anonymized before AI providers

Emily replaces your name, contacts, and personal details with generic labels before any outbound AI call. The mapping stays on Emily's server — and replies are checked so labels do not leak back to you.

Privacy by default

Your details are stripped before they reach AI companies

Emily cleans your messages on her own server before sending anything to OpenAI or other AI services. Your real name, contacts, and personal details are replaced with generic labels — and the mapping that links labels back to you never leaves Emily.

Default
On
Name map
Server only
AI vendors see
Generic labels
Your replies
Checked
  1. 1.You message Emily. Plain words in Telegram
  2. 2.Emily scrubs locally. Names → generic labels · PII removed · uploads generalized
  3. 3.AI generates a reply. Providers see anonymized text only
  4. 4.Reply hardening. Privacy labels stripped · you get normal language
  • Stripped before it leaves Emily. Your message, chat history, and study context are cleaned on Emily's server before any call to OpenAI or other AI services.
  • Generic labels — not partial blur. Names and personal details become fixed placeholders (like "the student"), not half-hidden text. That blocks mosaic attacks — piecing clues together from many partial leaks across queries.
  • The real map stays local. Who you are, your professors, campus, and contacts are mapped on Emily's server only. That mapping is never sent to AI providers.
  • Emails, phones, and IDs removed. Structured personal information — email addresses, phone numbers, account IDs, and similar fields — is scrubbed from outbound text.
  • Replies checked before you see them. Emily reviews AI replies so internal privacy labels do not leak back into your Telegram chat.

On by default. Separate from memory you control — anonymization affects what AI companies receive, not what Emily saves locally until you delete it.

Data rights catalog → · Who processes data →

Backups & exports

Local-first storage with student-controlled copies — not an unlimited cloud backup. See what syncs to Google Drive automatically versus what needs a full export.

Your backups

Copies you control — not a “never lost” promise

Emily stores your data on the tutor server — but she does not promise it can never be lost. Your best protection is copies you control, especially Google Drive when connected.

Full export
~24h cooldown
Drive sync
If connected
Your Drive copies
Survive forget
Guarantee
None — export
OptionYou might say…What you get
Full data export"export my data"ZIP with chats, saved memory, quiz progress, profile, reminders, notes, and moreSent in Telegram (or saved on server if very large) · About once per 24 hours
Save session to Drive"export to Google Drive"Markdown summary of your current tutoring sessionYour Google Drive · Whenever you ask
Auto Drive syncAutomatic when Google is connectedChat transcript, latest session, notes, timetable, and an offline readmeYour Drive → exports/ folder · After you chat (about every 2 minutes, when something changed)
Uploaded file copiesWhen you attach a PDF or photo (Google connected)A copy of files you upload for study helpYour Drive → uploads/ folder (by date) · Per upload

Auto Drive folder includes

latest_session.mdtranscript.jsonlmy_notes.mdstudy_timetable.mdOFFLINE_README.md

Full ZIP export includes

  • Saved memory & professors
  • Chat transcript (non-private turns)
  • Quiz progress & sessions
  • Profile, reminders, notes, timetable
  • Drive file list (names only — not file contents)

Not automatic — know the gaps

  • Memory & quiz progress. Do not auto-sync to Drive — use "export my data" for a full ZIP.
  • Private chats. Messages in privacy mode or marked private are omitted from exports.
  • Uploaded files on Emily. Server copies are short-lived (~24h) unless archived to your Drive.
  • Server failure. Without your own export or Drive copies, data on the tutor server could be lost.

After forget: Copies already in your Google Drive are not deleted when you say "forget everything" on Emily — see the Privacy Policy. Full export before a forget is a good idea if you want to keep everything.

Backup catalog → · Connect Google Drive → · Privacy Policy →

Accuracy & sources

Emily can still be wrong — we design for your school's info and your files, not perfect answers.

Campus information

Western University gym, library, health, and transit info in the pilot — not generic filler.

Your uploads

PDFs, slides, and Drive files ground answers on materials you share.

Pinned course notes

Syllabus and notes you ask Emily to save — cited when possible.

Anonymized AI calls

Names and personal details stripped on Emily's server before OpenAI or other providers — generic labels, mosaic-resistant, on by default.

Opt-in wellness tools

/mood, /support, /family, and /household — or say it in plain words. Off by default; mood and vent are not shared with parents unless you choose.

Smart chat limits

Focused replies and summaries for very long chats — affordable for students, not infinite back-and-forth.

Use Emily to learn — not as the final word

Confirm grades, medical, and legal matters with official sources. When uncertain, Emily says so. Campus questions use your school's campus information; study help prefers files you upload and notes you pin.

What Emily is

  • Hints, quizzes, and proofreading — not submission-ready homework
  • Academic discussion of sensitive topics (bio, lit, psych)
  • Export, forget, and private mode in Telegram — full wipe may need a parent-set forget PIN
  • Appeal when a school block was a mistake
  • Feedback to the Emily team
  • Crisis resources — not live counseling

What Emily is not

  • Romantic or explicit roleplay
  • Ghostwritten essays, resumes, or cheating
  • Parent alerts on ordinary moderation blocks
  • Selling or sharing conversation data

When we escalate

Trusted contact is notified only for mental-health crisis paths ( /emergency) and deployment spend alerts — not for ordinary moderation or flirting attempts.

Academic topics stay allowed

Reproduction in biology, romance in literature, attachment in psychology — academic analysis yes; sexualized roleplay no.

Go deeper