
It very much depends on your phone hardware, RAM affects how big models can be and CPU affects how fast you’ll get the replies. I’ve successfully ran 4B models on my 8GB RAM phone, but since it’s the usual server and client setup which needs full internet access due to the lack of granular permissions on Android (Even AIO setups needs open ports to connect to itself) I prefer a proper home server. Which, with a cheap GFX card, is indescribably faster and more capable.
It’s a bit of both from what I gather. I.e. The Golden State killer was caught through GEDmatch and 23AM users have to manually upload their DNA profile to GEDmatch. On the other hand GEDmatch gave unrestricted, undisclosed access to law enforcement to dig throught their database until users started complaining and it became opt-in to allow LE access.
Fun fact, GEDmatch is now owned by Qiagen which operates in around 25 countries. I wonder how many DNA profiles they have access to. I wouldn’t be surprised if they’ve mapped the entire human species to some degree.
https://en.wikipedia.org/wiki/Joseph_James_DeAngelo#Investigation
Yeah, I would advice against becoming a serial killer for starters.
It’s not about blaming the victims, but correctly identifying what caused the situation and give society at large a better chance of avoiding it from happening again. From not trusting magazines about how secure the new wondertech is, all the way to not reading and understanding the legal paper and agreements they’ve agreed to.
I don’t believe people should be robbed of their agency - You even bring up many good reasons for using 23AM despite being aware of the potential privacy issues. Rather, people should have the information to make a concious choice.
The blame for the situation is with the company. The crucial choice was always in the hand of the users.


I’ve been on lineage for ages and recently tried out /e/, was pleasantly surprised. Reminded me of a reskinned lineage with some FOSS/F-droid apps integrated into the system and some extra privacy stuff.
I particularly like the fake location and app tracker features.
When it comes to standardisation, there’s a minimum defaults-based system called GSI where the same distribution works across a lot of devices. But minimum defaults leaves a lot of devices specific features dead in the water. It’s more for development than distribution.
Fossify Calendar is a standard android calendar that pulls from the built-in android calendar storage. You can use any standard calendar like Fossify or Etar to mention two open source apps, much in the same way that you sync your nextcloud contacts to the built-in android contact storage. Any standard contacts app can interact with your nextcloud-stored’n’synced contacts.
Running Nextcloud for tasks, calendar and contacts on a self-hosted server is one of the more private solutions.


Finally my moment to shine with incredibly niche knowledge!
Joplin, while it has the ability to encrypt the sync target (even if it’s a local folder synced with syncthing) does decrypt the content in the app data folder. The notes are in an unencrypted database while all attachments just hang out in the attachment folder.
This leaves the content vulnerable if the computer is compromised. But then again, apps that keep stuff encrypted at rest still have to decrypt it to memory - leaving the content vulnerable if the computer is compromised. 🤷♂️
All in all, Joplin is definitively one of the great, more secure note taking apps.


Sure, many jobs require people to use unethical, but legal tools and methods. I used to work somewhere like that - and what ever OS they had installed was irrelevant because it was their equipment, their systems and I didn’t use work stuff for personal things.
But really, are you describing someone dependent on a job or someone dependent on certain windows-exclusive applications? Are they forced to use their personal equipment for work stuff?
I’ve successfully ran small scale LLM’s on my phone, slow but very doable. I run my main AI system on an older, midrange gaming PC. No problems at all.
Dicio is a pre-programmed assistant, which one can talk to if one has speech recognition software installed. It has a preset of tasks it can do, in my experience it’s quite incomparable to how LLM’s work.