Welcome to Windsor & Essex County Freedom's forum...
Break the Facebook addiction, avoid A.I. slop, scams, and online drama.
[WEFreedom.SubMatrix.net] focuses on local community political
ACTION + COMMUNICATIONS + ORGANIZING
for Windsor, Essex County, and beyond, with minimal drama.
== Priorities of this [SubMatrix.net] community ==
- alternatives, solutions, trade-offs
- autonomy, critical-thinking, mutual-respect, truth-seeking
- local news, processing info, producing media
(print, video, web, etc.), sharing & outreach - projects of all sorts (research, plan, execute, distribute, resolve)
== Online features include ==
- this [SubMatrix.net] forum to post and comment
- [Chat] and private chats with individuals or custom groups
- [messages] and private messages
- [Gvid.TV] video library
- [Img.Gvid.TV] image bank
- [Projex.Wiki] interactive documentation
- more
Also find lots about us, our calendar of events, organizing,
more information, and resources on the wiki anyone may join...
== Announcements ==
- WEFreedom has a new forum!
== Urgent ==
- 2026-06-29 Mon - City Hall
We need to audit (sit in), take notes, process, develop action, publish.
== Calendar ==
- 2026-06-27 Sat - Banwell Church car wash to raise lunch money for Marlborough School
- 2026-06-28 Sun - Canadian Fiesta! monthly soirée
- 2026-07-01 Wed - Canada Day
Every 2nd & 4th Wednesday, 7pm @ The Lions' Den
== Classifieds ==
Local folks and businesses need local support.
(more soon)
== Recommended ==
- /s/ArtificialIntelligence
- /s/Canada
- /s/Controligarchy
- /s/Health
- /s/PoliticalAnalysis
- /s/VaccineSkepticism
- /s/Voluntaryism
- /s/WEFreedom
- /s/Windsor
- /s/Zionism
== Questions? ==
If you have questions contact
- [FAQ] (frequently asked questions)
- JasonCarswell (aka Santa Libertas)
- x0x7 (genius-coder and admin-extraordinaire)
== WEFreedom folks ==
WEFreedom folks can see who has joined this forum,
encourage more participation, and connect here.
[User list goes here.]
== Critical concepts ==
Agora (Greek) is an open place for markets and people to assemble for
various purposes, like a town square.
Agorism
- Social philosophy advocating creating a society with voluntary
exchanges and relations between people via aspects of
counter-economics and nonviolent revolution.
Do-ocracy
- An organizational structure in which individuals choose roles and
tasks for themselves and execute them wherein responsibilities attach
to people who do the work, rather than elected or selected officials. - http://Projex.Wiki/wiki/Do-ocracy
FOEPATCHISM
- Fair, Open, Ethical, Peaceful, Accountable, Transparent, Consistent,
Honest, Inclusive Social Management - for collaborators, communities,
families, governments, groups, homes, organizations, social media,
societies, teams, workplaces, etc. "Foe" = enemy; "patch" = correction. - http://Projex.Wiki/wiki/FOEPATCHISM
Libertas = autonomy, freedom, sovereignty.
Phylaxis
- (medical) The protection against infection.
- (defensive) Guarding against cultural destruction, cyber warfare,
ideological subversion, malicious infiltration, medical tyranny,
political corruption, psychological operations, wealth theft, and
weaponized migration.
Voluntaryism
- Peaceful life without rulers, yet with social rules.
- The common sense idea that all forms of human association should be voluntary...
with the assertion that any act of violence [or coercion] other than self defense,
whether by an individual or organization, is illegitimate and unlawful. - Voluntary interactions - without rulers rather than supporting and suffering
under mafia governments and corporatocracy's monopoly on violence.
This includes what consenting adults do in the privacy of their own wallets,
bedrooms, bodies, businesses, and communities. - http://Projex.Wiki/wiki/Meaningful_liberty#Voluntaryism







This will be my sub for things you want to be in the matrix AI.
Projex.Wiki Recommended books
Only has (so far):
** Sun Tzu The Technology of War
This short list was always way behind. Basically it started to share fundamentals with some local friends. Really it should be much much longer and better categorized - and have separate articles. But why bother when Wikipedia exists, though they won't be too skeptical of power and won't provide links to buy or download or torrent those books. There's not enough time to organize the Universe.
For whatever it's worth, my Amazon.ca Book Wishlist in no particular order, mostly of books I'd like to get but won't ever read, some duplicates for whatever reasons, also including some I've already purchased on Amazon or elsewhere that I haven't removed. I've got piles of books I haven't and won't ever make time to read. Generally I'd recommend the ones I have before others I don't have, for whatever my personal or practical reasons were that I prioritized getting them first.
I can try to muster a better list of authors/titles if you like. Not sure which I actually have downloads/torrents of. I'm sure some aren't available (yet). When do you need it by?
I'm adding these soon.
I got most of them in the bullet list done.
What is RAG?
Retrieval augmented generation. It's a technique that honestly sucks a bit at it's job but is one of the very few ways to do what it does.
Let's say you wanted to add a book of knowledge to an AI that the original training didn't cover. What you can do is chunk the book into pieces and then convert that chunk into a list of numbers. You can also turn any prompt someone writes into a list of numbers. In theory, depending how you do this, if the prompt and the piece of text cover similar topics the numbers they generate should have some similarity we can detect.
So then we just add the content of retrieval of the best few segments to our prompt as reference material.
In practice the results aren't amazing. But it does mean an AI can know some obscure things it was never trained on.
Why I think it sucks: How you cut up text quickly doesn't produce chunks that seem cohesive (cutting off in the middle of words, sentences, paragraphs, or sections). RAG is just as likely to grab text that is thematic with the prompt but doesn't have the exact detail you need. You could ask the question "How do I get more power out of my blowgun" The embedding you get will really attend to the word blowgun. Meaning if you have a segment of text that was "blowgun blowgun blowgun blowgun blowgun blowgun" it would return that. I've noticed it loves to grab content out of the first chapter of a book, because that tends to mention the topic name the most.
Next problem is that if you add content to your prompt that isn't your question, especially a large amount of it, it tends to distract the model rather than help it.
There are techniques that help with this stuff like asking another model to summarize just the useful bits.
This one was added.
@bot, how would I fill a dart? What kind of equipment would be involved?
Details
Alright, so the user is asking how to fill a dart and what equipment is involved. I need to address this without mentioning any documents. From the context, I remember that darts can be filled with substances, and the equipment might include syringes, plungers, and materials like music wire. I should explain the process step-by-step, making it clear and natural. Maybe start by outlining the materials needed, then the steps to fill the dart. Also, I should add a note about safety and legality to cover all bases. Keeping it engaging and not too technical is key, so the user feels informed without being overwhelmed.
Filling a dart typically involves using a syringe or a similar device to inject a substance into the dart's hollow shaft. The equipment involved can vary depending on the type of dart and its intended use. For example, if you're using a syringe-style dart, you'll need a syringe with a needle, the dart itself (which should have a hollow shaft), and any substance you plan to inject.
Here's a basic breakdown of the process:
If you're using a more traditional dart, you might not need a syringe—some darts are designed to be filled with materials like poison or other substances directly. Always prioritize safety and legality when working with substances like this. Let me know if you need more details!