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Board: g Thread: 108156102 File: smug lain.png ( 420.2KiB, 811x710 )
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Hello /g/,
We asked 2 questions in separate threads:
>1. How do we stop spam without JavaScript and adding friction to the anonymous posting process
>2. How do we stop CP spam without relying on an external dependency (like a big corporation's API)?

I am the operator of Cy-X.net and I believe I have conquered the top problems that plague anonymous discussion boards in current year.

I solved the (Child) porn problem by deploying a lightweight vision model that routinely scans all newly uploaded attachments and rates them on a NSFW score from 0 to 1.0.
If the NSFW score is equal to or above 0.80, the attachment is flagged and blocked. Moderators are able to manually mark attachments as exempt if the model made a mistake.

This effectively prevents people (federal agents?) from posting child porn and immediately reporting it to law enforcement/hosting providers while you or your moderators are asleep. You can argue in court or to your hosting provider that you have taken steps to fight child porn distribution on your site by employing a system like this.

I solved the spam problem by implementing several layers of dynamic rate limits. Most websites rely on IP bans, CAPTCHAs, and JavaScript to keep spammers out. That adds friction for real users and doesn't work against distributed botnets. Instead, I have implemented a system that would let anonymous posting stay friction‑free 99% of the time, but when a flood of garbage appears, it slows to a trickle automatically.

Are there other imageboards or discussion websites that have implemented this kind of approach? This only took me 3-4 days to do and I am already seeing fantastic results.
>>
>>108156916
>Hmm. Let me see. You legitimately think a threat actor will go through in excess of $150k in a month in order to fill a message board for half a dozen legitimate users with spam? By month two of maintaining such expenditure, you really need to question the finding source. A decade of sinking that money to see no return?
The post you're replying to is made by someone who thinks such expenditures are unlikely. The point is that even 1 billion dollars put into spam can easily be countered with simple, cheap methods. For small messageboards, spam is no trouble.
>>108156954
>No. It really couldn't.
That post doesn't say it could, though. This level of reading comprehension.. probably a troll, but that's 4chan for you.

>And how precisely do you intend on making their server speak your protocol?
There is simply no need to do so, just as there is no need to make a server "speak" pgp to use pgp.

Board: lgbt Thread: 42674385 File: IMG_4066.jpg ( 1.5MiB, 4032x3024 )
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Just recently, I’m finally almost done with getting over my despair of me not having a Rydia moment (or what the gen-alphas call a “glow up”) where one day I wake up and post my photos on the internet to become a hot woman with 50 guys in my DMs, and my family congratulating me for coming out of my shell, instead of waking up being a mediocre passoid dragging herself 4 the IPL machine & dishwashing ad infinitum… it hasn’t happened 7 years into HRT and one year on prog, so it probably never will until I get surgery, and might even require muff pics along with the face ones too. So yeah, still sorta coping with that after the whole “transition will make you hot” crowd had gassed me up my whole adolesence, only to ditch me in my 20’s for not having D cups & an 5E# voice.

So, I’ve been trying to better myself and become more feminine by learning how to cook and such, that way at least if my appearance isn’t too hot, that my skills can be. I’m mostly into men that are tradmasc and upper-middle class, like smoking and bike riding and whiskey-drinking types of guys, ones who definitely wouldn’t appreciate me being a permaNEET Gen Z version of Futaba playing sim city all day, instead of nurturing our future kids or making breakfast. I know most of it is probably socialization rather than a biological impetus, but I still feel like I should be cultivating that image to be/feel attractive to those types of men.

The problem is, most of my matriline are hyper-liberal pagans and/or middle of the road non-denominational Christians who aren’t exactly on board with me becoming a tradwife, and most of my male relatives aren’t exactly traditional men either. They aren’t unsupportive of me becoming a woman, just whenever I talk about being like Alice from The Honeymooners or Toriel towards my guy friends, they pretty much just give me platitudes rather than genuine advice. Soooo, this sorta leaves me to have to train myself to be tradfemme alone. (1/??)
>>
>>42676626
nta
First of all, drop that attitude. It's not womanly, and definitely not trad.
Sure, this is 4chan, but resentment isn't good for you, nona. And it's not attractive to men either.
>guys, ones who definitely wouldn’t appreciate me being a permaNEET Gen Z version of Futaba playing sim city all day, instead of nurturing our future kids or making breakfast
correct mindset. You're already on the right path.
Personality is what KEEPS a relationship.
>situationship bf
You are making a mistake if you're separating.
A trad marriage is one in which you both GROW together. Those are the most long lasting ones.
>financials
Trad doesn't mean no work or nothing for you. It means you don't run the finances of the family.
My husband has the final word, but I do run a small business, I take care of the house and have my own activities with other women.
It's a partnership, not a prison.
The biggest asset isn't/won't be your looks. But the peace you can bring to his mind. The bar is very low given the behavior of many (most?) cisfs. So learn that. Learn how to bring peace. Your presence should cheer up the atmosphere, not fill it with resentment.
My husband gets enough shit at work, he doesn't need more when he gets home.

t. 43yo wifemoder

Board: v Thread: 733108129 File: 640x360.jpg ( 70.3KiB, 640x360 )
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Ghost in the shell director Mamoru Oshii has spent thousands of hours in fallout 4, autistically collecting power armor and not doing the main quest. He basically rps as a scavenger and kills BoS members on sight.

4chan has unjusted Brandon Fraisers career and helped numerous other causes. Any Japanese anons out there? How do we convince him to try fallout 76 so we can play with him?

I saw a bad street fight today. A white boy was confronting a Black Man about littering and a fight broke out. The Black Man won almost immediately, despite the white guy being 5 inches taller and bigger in general.

I've never seen a human swing his fists so hard. The sounds of the impacts to his face were Tyson-tier. He knocked him out within 5 seconds and then proceeded to kick his brothers ass when he came to defend him. Knocked them both out and then walked away, like something you see off worldstar, but in person. lt made me realize that despite all my muscle I would probably get my ass kicked into a coma because I have zero defense skills. Meanwhile I see these blacks practicing sparring at the park and in schools almost every day. They also love lifting weights and eating meat even with their poor budgets

What would you do Anons? Guns aren't always an option.

I am visiting a local boxing gym on Tuesday to see what I can learn. To defend myself if nothing else.
>>
>>83928899
Anyone got those Epstein docs where he talks about 4chan

P5 is the best Persona game simply because my beautiful wife Haru is in it, the bestest girl in the entire universe. I just love her huge forehead. Jokes aside though, what really drawn me to her was how massive, bouncy floof.
>>
>>>/trash/ you stupid mod

IN THIS THREAD, I SEARCH FOR ANYONE TO CAN GRANT MY WISH, AT ANY COST
>also
you can grant wishes or ask for your wish too
you need to get in, especially those who can fulfill wishes

>>>>>>>>>>REWARDS ARE GIVEN!<<<<<<<<<<<<<<<<<
Welcome
>RULES

1. no overlewd the thread

2. if you are a wish granter, fullfil 1 wish at least

3. ask for a wish, at least 1 time

4. you cannot make wishes that prevent or modify someone else's wish.

5. smile

6. All Anons that need hugs shall receive hugs


:)

>video
???
https://archived.moe/b/thread/945897379/#945897379
N° 842
>>
>>945999336
4chan users somehow always realize stuff I think shouldn't be possible

Board: b Thread: 945998643 File: IMG_6855.png ( 7.0KiB, 512x512 )
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telegram channels
>>
share your wife chat
https://t.me/+1WiTpi9oho01ODMy

4chan chat topics
https://t.me/+6voxSEDAmcM3ZjM6

creepshots chat
https://t.me/+ul2BpfZ05W1kMzMy

hidden cams chat
https://t.me/+1c8uveq_owAwYmIy

Board: v Thread: 733081830 File: Townfall.jpg ( 71.8KiB, 1200x675 )
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>IS THAT A BLACK MAIN CHARACTER????????
>NOOOOOOOOOOOOOOOOOOOOOO GAMING IS RUINED FOREVER I'M GOING TO KILL MYSELF AAAAAGHHHH I CAN'T I CAN'T TAKE THIS ANYMORE IT'S JUST TOO MUCH I'M GOING TO FUCKING TIE A NOOSE AND HANG MYSELF AAAAACKKKKKKKKK

Accept diversity in your games. You want all white characters? Go play your stupid soulless chinese gacha trash.
>>
>>733107459
So you're just a coward who only feels validation on 4chan because /pol/ is here.

Board: r Thread: 20326523 File: 1752259454337242.png ( 704.1KiB, 1064x828 )
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>>>Guides<<<
Realistic AI Guide: https://rentry.co/sdxl-gettingstarted
General Wan 2: https://rentry.org/wan21kjguide
Wan 2 for weak GPUs: https://github.com/deepbeepmeep/Wan2GP
CPU ComfyUI: https://docs.comfy.org/installation/comfyui_portable_windows

>>>Proprietary generators<<<
Grok: https://x.com/i/grok/
Meta AI: https://www.meta.ai/
Reve: https://preview.reve.art/app
ImageFX: https://labs.google/fx/tools/image-fx

>>>Archive<<<
https://thebarchive.com/b/search/subject/Realistic/
https://archiveofsins.com/r/search/subject/Realistic/
https://archived.moe/r/search/subject/realistic/

>>>Z-image Turbo celeb loras<<<
https://huggingface.co/malcolmrey/zimage/tree/main

>>>Share anon's archive<<<
Original: https://gofile.io/d/BhUUAU
600+: https://gofile.io/d/ivgCRm
Asian: https://gofile.io/d/zhs5Pe

>>>Tip for requesting, if there are not loras try to gather some images, lets say about 50, but more is even better, clean face, no glasses or shit blocking the face, several angles and please good light. Zip them and share gofile, some Genanon might like the girl/concept/request and train a lora to gen.<<<

Previous:>>20325177
>>
>>20328210
Are you new to 4chan? Making threads is free my guy, you don't have to pay a subscription or register anywhere.

Board: pol Thread: 528551259 File: IMG_5311.jpg ( 242.4KiB, 1320x2002 )
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Why is it socially acceptable for niggers to use the term “yt” instead of saying “white”?
>>
>>528553078
Have you been on 4chan before?


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