07/18/2026
Exp 12/18/2027
cypurr@protonmail.com
cypurr.org
Outline:
Ground Rules
We DO NOT tolerate language or behavior meant to demean or harm folks based on their identity
Security is scary, let’s be gentle.
Step up; Step Back
Privacy:
We’re in public! Keep it general.
Stories Stay. Lessons Leave.
Journalists, Researchers, etc make yourselves known!
Intros
What's your one-sentence review on AI?
or
What's a question you hope to answer today?
Who are we?
We are Cypurr Collective
Cat enthusiasts hosting beginner-friendly cybersecurity events with a holistic approach. Teaching to build community self-defense
Next open meeting
(info via email list)
8/19 @7pm
Basics of AI -context
1966- ELIZA "chatterbot"
Basics of AI - how it started
Chatbots followed a list of rules written by a human
For a long time, focus was adding all the rules needed for convincing language
Idea of machine teaching itself on pause until 1990s
Basics of AI - How it's goin'
Supervised learning
- "here's the right answer"
Self-supervised Reinforcement learning
- "Try a bunch of things, get a cookie for better attempts"
- Mostly human feedback for popular AI
CyPurr Collective loves____
cats!
beguiled
authority
Basics of AI - LLMs
[Welch Labs - YT]
Most of "AI" these days are Large Language Models (LLMs), predicting one word at a time based on past training
Basics of AI - LLMs
LLMs as "chunky smoothies" of information it's trained on
Rare info more likely to be spit out verbatim "chunks"
More unique/new "blended" combinations of common content
"Blackbox", "nondeterministic". Won't know what comes out of the straw.
Why now?
Basic methods of AI training haven't changed much, but the scale has.
More data -> 🏭 more data processing 🏭-> better results
Data:
Processing:
The results...
AI and Privacy
LLMS
AI Agent
Discussion
Breach Control
Export
Twitter/X
Has a data export option!
Has a data export option!
Other accounts?
RSS from xcancel.com
Instagram/FB
https://accountscenter.instagram.com
https://accountscenter.facebook.com
Other accounts? Feedbro web extension
TikTok
Profile page
> Three-lined menu icon (upper-right)
> Settings and Privacy
> Account
> Download Your Data
Other Accounts?
Browser extension "myfaveTT"
(can browse downloaded videos)
Google/Youtube
https://takeout.google.com
- There's a lot! try separate exports per service
youtube-dl tools:
"Open Video Downloader"
View/Clean up
Exports are usually hard to look through!
Many on-device programs which help view/sort
Google Photos
Migrate (optional)
'Easier' Social Transfers
X -> Bluesky
Insta -> Pixelfed
Gmail -> Protonmail
Youtube -> Newpipe
Well supported
Trickier
Migrate to
Follows:
Your Timeline:
- `twitter-to-bsky`
Migrate to
Must export instagram data as `json`
Only posts, not followers
Migrate to
Can skip the export!
- Contacts
- Calendar
Forwards future mail
Backup!
(modified) 3-2-1-1 Backup
Easy Examples?
Private Backups
Cryptomator
Encrypts data before putting it on the cloud
Built in? (Time Machine, Windows Backup)
Time Machine has an encryption option, Windows needs file encryption :/
VeraCrypt
Encrypts data for local storage
Kopia
Automatic backups, encrypted, local or cloud
Discussion & Support
Thanks!
cypurr.org
cypurr@pm.me