𝖜𝖆𝖗𝖕𝖗𝖆𝖜𝖓 //- KOSA must be stopped.

@winterwarpath

🥇Voted "Nicest Misanthropist 2025" Trans rights are human rights. Cheese Enjoyer ⚣ he / him ・Bicycle Lane Propagandist ・Topics: Human rights; Walkable cities; Activism; Elections; How to make a difference #WHYiFIGHT Find your reason to win.

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𝖜𝖆𝖗𝖕𝖗𝖆𝖜𝖓 //- KOSA must be stopped.@winterwarpath· 29d

#nc #action #northcarolina For North Carolina constituents, Tillis' contact info is as follows: Email: www.tillis.senate.gov/email-me Phone Numbers & Office Locations: See Image. Includes Alt-Text for screen readers.

Office Locations

Raleigh

310 New Bern Ave
Suite 122
Raleigh, NC 27601
Phone: (919) 856-4630
Fax: (704) 510-1749
Charlotte

10150 Mallard Creek Rd
Suite 508
Charlotte, NC 28262
Phone: (704) 509-9087
Fax: (704) 509-9162
Greenville

1694 E. Arlington Blvd
Suite B
Greenville, NC 27858
Phone: (252) 329-0371
Fax: (252) 329-0290
*Field Office - By Appointment Only
Greensboro

3200 Northline Ave
Suite 150
Greensboro, NC 27408
Phone: (336) 885-0685
Fax: (336) 885-0692
Washington, D.C.

113 Dirksen Senate Office Building
Washington, D.C. 20510
Phone: (202) 224-6342
Fax: (202) 228-2563

𝖜𝖆𝖗𝖕𝖗𝖆𝖜𝖓 //- KOSA must be stopped.@winterwarpath· May 28

Read More: www.tumblr.com/scoticus/817... Timnit Gebru's Paper: dl.acm.org/doi/pdf/10.1...

Timnit Gebru was fired from Google in December 2020 for refusing to retract a research paper, and every single warning that paper made about large language models has now happened at a scale the industry spent 4 years trying to make people forget about.

Her name is Timnit Gebru.

Text of tweet under the cut because it is loooong.

But... Stochastic Parrots.

Timnit Gebru was fired from Google in December 2020 for refusing to retract a research paper, and every single warning that paper made about large language models has now happened at a scale the industry spent 4 years trying to make people forget about.

Her name is Timnit Gebru.

She co-led the Ethical AI team at Google. She co-wrote a paper called "On the Dangers of Stochastic Parrots" with Emily Bender at the University of Washington and two other researchers. The paper was 14 pages long. It was submitted to a top AI ethics conference. And it was the reason Google decided that one of the most senior Black women in AI research could no longer work there.

The story Google told publicly was that she resigned. The story she told, confirmed by 2,695 of her colleagues in an open letter, was that she was fired by email while on vacation because she refused to either retract the paper or remove her name from it.

The paper had not even been published yet.

Here is what she actually wrote, and why every prediction inside it has now come true.

The first warning was about scale itself. Bender and Gebru argued that training ever-larger models on ever-larger scrapes of the internet would produce systems that appeared fluent but had no actual understanding of language. They called these systems stochastic parrots because they would repeat patterns from training data with statistical confidence and zero comprehension. The paper predicted that this apparent intelligence would fool both users and developers into trusting outputs that were structurally incapable of being reliable.

This was 2020. GPT-3 had just come out. The paper predicted the hallucination problem before anyone had a word for it.

The second warning was about bias amplification. The paper documented in detail that internet-scale training data contains systematic overrepresentation of dominant viewpoints and underrepresentation of marginalized ones. The models would not just absorb this bias. They would amplify it, because the optimization process rewards confident outputs, and confidence in language patterns tracks frequency in the training set.

The prediction was that hiring tools built on these models would discriminate against women. That healthcare triage tools would underperform on Black patients. That loan approval systems would entrench inequality while presenting their decisions as neutral algorithmic judgment.

Every one of those things has now been documented in deployment.

𝖜𝖆𝖗𝖕𝖗𝖆𝖜𝖓 //- KOSA must be stopped.@winterwarpath· Apr 26

It's probably nothing. /s

A post by at Prime Discussion on twitter.

1. Provoke someone
2. Elicit a reaction
3. Frame the reaction as the actual offense
4. Position yourself as the "calm observer" of their "unhinged" behaviour.

This four chan internet brain culture is load bearing in so much content and online interactions.

Posted on April 26th, 2026. It has 114,000 views and 52 comments, as well as 1.7k retweets and 8.1k likes.

𝖜𝖆𝖗𝖕𝖗𝖆𝖜𝖓 //- KOSA must be stopped.@winterwarpath· Apr 21

#Election #Florida #Congress #Vote A reminder that EMT & Firefighter Bernard Taylor is running for Congress. This is a grassroots campaign, and the best way to make sure that it succeeds is to volunteer. You can find ways to help here: www.bernardtaylorforcongress.org/get-involved

Our Vision
Equality Meets Opportunity
Affordable, Accessible Healthcare for All
We're working to protect Medicare and Medicaid, expand urgent care access in underserved areas, and invest in telehealth and mental health infrastructure.

Quality Education That Prepares the Next Generation
Fully fund public schools, support teachers, expand STEM and career pathways, and fight for equal opportunity regardless of ZIP code.

Economic Opportunity for Every Family
Create green jobs, invest in local small businesses, expand job training programs, and close the wage gap that keeps families behind.

𝖜𝖆𝖗𝖕𝖗𝖆𝖜𝖓 //- KOSA must be stopped.@winterwarpath· Mar 21

To Nautilus, he added, "water should run free."

This is the first instance in which a government has given rights to part of the ocean, though Latin America has been a leader in the global movement to grab legal rights to nature.

𝖜𝖆𝖗𝖕𝖗𝖆𝖜𝖓 //- KOSA must be stopped.@winterwarpath· Mar 20

I'm glad that Chuck Norris can no longer continue to contribute to the hatred and bigotry in our nation. He lead a life of christofascism and was a conspiracy nutjob that contributed to the fascist America we're in today.

Norris was a republican and an outspoken conservative. He wrote a regular column for the far-right website WorldNetDaily. Following the release of Missing in Action in 1984, he described himself as "a conservative, a real flag waver, a big Ronald Reagan fan", adding that he supported leaders who spoke their minds and projected strength.

𝖜𝖆𝖗𝖕𝖗𝖆𝖜𝖓 //- KOSA must be stopped.@winterwarpath· Mar 16

Spotted this in the contents of the article Gingrich linked to. Guy literally did not realize it was a satire article, I guess.

a manufactured ai picture of trump cutting a yellow ribbon in front of a sign that says trump canal opens. the trench is irradiated.

the text under the picture says "the views expressed above do not necessarily represent those of anyone with brain cells"

it was updated to say
Update: Newt Approved

𝖜𝖆𝖗𝖕𝖗𝖆𝖜𝖓 //- KOSA must be stopped.@winterwarpath· Mar 14

#goodnews #spain #immigrant #healthcare Spain has expanded free public healthcare to undocumented migrants, breaking from several other European countries that are tightening immigration rules.

What the new healthcare rule means
Under the new system, undocumented migrants will be able to access Spain’s national health service beyond emergency treatment.

Previously, many migrants without legal status were limited to emergency care or assistance from charity clinics due to administrative barriers or regional differences in implementation.

According to VisaHQ and EuroWeekly News, the new decree removes those barriers and standardises access across the country.

Key provisions include:

Migrants can apply for a provisional healthcare card upon proving they are present in Spain.
Proof may include municipal registration (padrón), utility bills, rental contracts, school records, or social service documents.
If authorities do not respond to an application within three months, access becomes automatic and permanent.
The benefit ends only if the person permanently leaves Spain.

The reform ensures access to primary care, specialist consultations, hospital treatment and prescription medicines, not just emergency services.

Who is eligible

The policy applies to foreign nationals who:

Arrived in Spain before December 31, 2025,
Have lived in the country for at least five months, and
Do not have a criminal record.

𝖜𝖆𝖗𝖕𝖗𝖆𝖜𝖓 //- KOSA must be stopped.@winterwarpath· Mar 14

#goodnews #optimism Despair is contagious, so today we're going to inoculate against it. My feed is going to receive a flood of positive posts. I encourage you to share them. Images below by @goodgoodgoodco.bsky.social. Give them a follow, and consider joining www.reddit.com/r/PoliticalO....

The news was truly terrible this week, but hope isn't lost. Here are 16 good things that happened, too.

A picture of harry styles in front of a crowd during "one night in manchester", with his arms lifted.

the text says: there are so many dangerous things that feel so powerful, but love is powerful, kindness is powerful. I encourage you to go out, spread it, be the light that you want to see in the world.

𝖜𝖆𝖗𝖕𝖗𝖆𝖜𝖓 //- KOSA must be stopped.@winterwarpath· Mar 13

We could use all hands on deck, especially from allies, to pressure lawmakers into codifying transgender as a protected status, and writing trans-inclusive legislation. Congress Lookup: www.congress.gov/members/find... Just input your zip code to find your congress members. Script:

Hello, my name is [FIRST & LAST NAME] and I'm a constituent from [CITY, ZIP].

I'm calling to urge [SENATOR OR REP'S NAME] to strongly oppose policies that target our transgender population through identification, immigration rules, or any other method.

These policies put transgender people - especially immigrants and students - at high risk of harassment, detention, and discrimination. Please support and pass strong federal protections for transgender people.

Thank you.

𝖜𝖆𝖗𝖕𝖗𝖆𝖜𝖓 //- KOSA must be stopped.@winterwarpath· Mar 13

#trans #transgender #lgbtq #important #urgent #action Allies & LGBTQ: Contact your reps, please. www.congress.gov/members/find... We must begin the process of applying heavy pressure to individual state lawmakers to write trans-inclusive bills and codify transgender as a protected status. Script:

Hello, my name is [NAME]. I am a constituent of [YOUR CITY] in [YOUR COUNTY].

I am calling / writing to demand that my state lawmakers and congresspeople work to codify into law transgender as a protected status here in [YOUR STATE]. I demand that bills be written to be trans-inclusive from here on out.

ICE is out of control, and it is unacceptable that they are being given the authority to harass and terrorize citizens of my country.

𝖜𝖆𝖗𝖕𝖗𝖆𝖜𝖓 //- KOSA must be stopped.@winterwarpath· Mar 7

change of plans. i discovered the sydney 2000 olympic games prawn on a bike.

a red prawn on a bicycle in front of a blue curtain

𝖜𝖆𝖗𝖕𝖗𝖆𝖜𝖓 //- KOSA must be stopped.@winterwarpath· Mar 7

who is he

a man in a fish costume with a witch woman, a witch child, a goth ballerina child and a child in a shiny cape and an eye mask. they are in a yellow walled house

𝖜𝖆𝖗𝖕𝖗𝖆𝖜𝖓 //- KOSA must be stopped.@winterwarpath· Mar 7

i have discovered Something

a man in a fish costume stands outside of a halloween decorated trailer door, next to a woman dressed as a cat in a cape and a vampire man with a top hat holding a trick or treat sign.

a man in a fish costume is between an undead woman with a knife and a vampire man.

a man in a fish costume is with a shark and a woman in a fish costume with long legs who may be his fish wife.

a man in a fish costume is at a party with a curly haired man and a woman in a shiny dress.

𝖜𝖆𝖗𝖕𝖗𝖆𝖜𝖓 //- KOSA must be stopped.@winterwarpath· Mar 6

#trans #transgender #transrights #northcarolina #nc #democrat #election #goodnews Get hope-pilled. www.ms.now/opinion/nort... Anyone who tells you we need to compromise on trans rights is trying to purposefully sway you to lose elections.

The election results out of North Carolina this week should serve as a chilling warning for 2028 Democratic presidential hopefuls who have flirted with compromising with the right on culture war issues like trans rights and immigration. A small group of centrist Democrats who collaborated with state House Republicans handily lost primaries to more progressive challengers in the pivotal swing state Tuesday.

𝖜𝖆𝖗𝖕𝖗𝖆𝖜𝖓 //- KOSA must be stopped.@winterwarpath· Mar 5

So Tim Sheehy didn't just assault a protesting veteran, but a man who's also running for the NC Senate. A three-fer. I see.

A post by
@BrianMcGinnisNC
As a Marine, service has always been my mission. 🇺🇸

Now I’m running for NC Senate to continue serving the people of North Carolina.
This campaign is powered by you — not corporations.
If you’re able, please donate and share: https://gofund.me/62efb357a

𝖜𝖆𝖗𝖕𝖗𝖆𝖜𝖓 //- KOSA must be stopped.@winterwarpath· Mar 3

metal gear solid character senator armstrong. his head is wide. his brows are angry. his hands are huge. his shirt is torn. his glasses are square. he is about to lay the smackdown on our poor protagonist raiden.

𝖜𝖆𝖗𝖕𝖗𝖆𝖜𝖓 //- KOSA must be stopped.@winterwarpath· Mar 2

i came across barefoot gen on youtube one day long ago, with no context at all to what i was about to watch. in a few short minutes, i needed none. i wish i could experience the emotions again. those feelings of horror and dread remind us our empathy is alive, and that in war, civilians always lose.

a movie poster for barefoot gen, depicting a young, shorthaired japanese boy running away from the ruins of a bombed hiroshima. clouds loom in the background, his image framed by dead and stripped trees.

𝖜𝖆𝖗𝖕𝖗𝖆𝖜𝖓 //- KOSA must be stopped.@winterwarpath· Mar 1

We need to hammer congress non-stop until he is impeached. Yes, even the GOP. In December 2025, 140 House members supported impeachment, up from only 4 in early 2025. www.congress.gov/members/find... Please enter your ZIP code & contact. Write yourself a script if you must. Springfield for example:

1. Representative Carey, Mike
State: Ohio Party: Republican Served:
House: 2021-Present
Contact:
1433 Longworth House Office Building
(202) 225-2015

2. Senator Husted, Jon
State: Ohio Party: Republican Served:
Senate: 2025-Present
Contact:
304 Russell Senate Office Building Washington, DC 20510
(202) 224-3353

3. Senator Moreno, Bernie
State: Ohio Party: Republican Served:
Senate: 2025-Present
Contact:
284 Russell Senate Office Building Washington, DC 20510
(202) 224-2315

4. Representative Turner, Michael R.
State: Ohio Party: Republican Served:
House: 2003-Present
Contact:
2183 Rayburn House Office Building
(202) 225-6465

𝖜𝖆𝖗𝖕𝖗𝖆𝖜𝖓 //- KOSA must be stopped.@winterwarpath· Mar 1

𝖜𝖆𝖗𝖕𝖗𝖆𝖜𝖓 //- KOSA must be stopped.@winterwarpath· Feb 28

#congress #candidate #ohio #vote #election Damn you weren't kidding. Gorgeous mural, nice photo and a banger slogan. We're in slant rhyme territory. Site: friendsofdamonlynch.com You can find his stances on these issues (right, click to expand) and more on his website. I recommend checking it out.

A mural of a woman in heart sunglasses, green shirt and white and black scarf against a blue cloudy sky stands behind David Lynch IV. He's a younger black man with shades, a white and black overshirt and dark shirt. He has short hair and a trimmed beard. He's smiling to the camera. Behind him are blue skies over a brown apartment building.

The banner at the bottom reads: All people, one struggle, good trouble. The top left reads Damon Lynch for Congress. The top right has links to Home, About, Issues, Volunteer, Donate and Contact pages.

Issues he supports:
Campaign Finance Reform
Civil Liberties
Climate & Energy
Criminal Justice Reform
Economic Justice
Education
Financial Reform
Gun Violence Prevention
Healthcare
Housing Affordability
Immigration Reform
Indigenous Solidarity
Infrastructure
LGBTQIA+ Rights
Mental Health
Reproductive Freedom
Seniors
Small Business Support
Veterans
Worker Co-ops / Community Ownership
Workers’ Rights

He will oppose Corporate Pac Money, AIPAC Money and Dark Money

𝖜𝖆𝖗𝖕𝖗𝖆𝖜𝖓 //- KOSA must be stopped.@winterwarpath· Feb 22

Greentext summary by TheDarkEnjoyer on othersite. #Discord #Persona #important

𝖜𝖆𝖗𝖕𝖗𝖆𝖜𝖓 //- KOSA must be stopped.@winterwarpath· Feb 18

The site also also hosts a link to a guide on getting started. www.atlantaga.gov/home/showdoc...

Two women sit under a colourful umbrella in wooden chairs, chatting over coffee. The label on the picture says "City of Atlanta: Tactical Urbanism Guide".

It says in smaller text "Revised April 2023". It bears the Atlanta, Ga official city seal in the lower right corner.

𝖜𝖆𝖗𝖕𝖗𝖆𝖜𝖓 //- KOSA must be stopped.@winterwarpath· Feb 18

#urbanism #atlanta #georgia Did you know that the Atlanta, GA Department of Transportation site hosts a page on tactical urbanism? These projects provide much-needed improvements to cities and towns. They're a short term solution for safety and accessibility. atldot.atlantaga.gov/services-2/t...

Outcomes of Atlanta's First Safer Streets Pop-Up Infrastructure.

The One Atlanta Strategic Transportation Plan aims to ensure that everyone is able to get to their destination safely - regardless of who they are, how they travel or where they are going.

See how our pop-up bike lane in Midtown created more transportation options (and more fun) for all street users.

Posted January 2020 by the Department of City Planning.

The image shows a man in a grey shirt and blue shorts riding a bicycle with a pack on the front. He's wearing a helmet. He's riding down a makeshift bike lane with barriers separating him from nearby traffic.

Tactical Urbanism

What is Tactical Urbanism? Tactical urbanism is a low-cost, short-term approach designed to change the overall use and feel of streets and public spaces. These small-scale projects are often used to advance longer-term goals related to street safety and the design of public spaces. Tactical urbanism is temporary in nature, using tactical materials while demonstrating the potential of long-term change. This guide and process has been created to allow communities to lead, fund and implement design changes on their neighborhood streets through project review and approval with the city.

Getting Started – If your community is interested in implementing tactical urbanism, first, review the Tactical Urbanism Guide to get a good idea of allowable project types and where they can be implemented, as well as process requirements. After you have reviewed the guide, meet with your community to identify potential projects and funding mechanisms. Once projects and funding has been identified by your community, you will need to create a site plan. Please be sure that your designs conform with the design criteria provided in the guide. Once you have your community-approved site plans and all other supporting documentation as stated in the guide, you are ready to submit your application! If you should have any questions about the process or design ideas, you may send an email to TransportationPlanReview@AtlantaGa.Gov .

𝖜𝖆𝖗𝖕𝖗𝖆𝖜𝖓 //- KOSA must be stopped.@winterwarpath· Feb 17

iggy fing on Tumblr:
absolutely flabbergasting to see people who have so enthusiastically succumbed to despair. like okay denethor, but some of us are gonna actually face the armies of mordor in battle nonetheless.

A reply from fig tree and vine on Tumblr:
The thing about Denethor is that he not only succumbed to despair, he wanted to ensure that Faramir succumbed with him. Similarly, a lot of people now are not only succumbing to despair, they're actively proselytizing despair, trying to convince others to join them in their hopelessness. Despair is apparently lonely and they want company in their self-immolation.

𝖜𝖆𝖗𝖕𝖗𝖆𝖜𝖓 //- KOSA must be stopped.@winterwarpath· Feb 14

Case in point. These are Trump voters saying this: Source: www.politico.com/news/2026/02...

This story is based on eight interviews with home builders, lawmakers and others familiar with the meetings.

“I told [lawmakers] straight up: South Texas will never be red again,” said Mario Guerrero, the CEO of the South Texas Builders Association, a Trump voter who traveled to Washington last week.

He urged the administration and lawmakers to ease up on enforcement at construction sites, warning that employees are afraid to go to work.

𝖜𝖆𝖗𝖕𝖗𝖆𝖜𝖓 //- KOSA must be stopped.@winterwarpath· Feb 14

A notification pop-up from the video game Fallout 4 that reads "Everyone disliked that" in bright green text.

𝖜𝖆𝖗𝖕𝖗𝖆𝖜𝖓 //- KOSA must be stopped.@winterwarpath· Feb 14

#candidate #election #president Same sentiment. I think we all need to start saying this very clearly, so words can't be twisted. We are telling you what our red lines are, and most of those red lines can be summed up with the phrase "human rights are for everybody". This is a low bar.

A post from February 12, 2026 by A.R. Moxon
‪Bluesky Handle: @juliusgoat.bsky.social‬

It reads:
“People won’t vote for that sort of candidate, and since I’d like to win elections I’m pointing out, while time remains, it’s a mistake to run them” seems to hit certain ears as “I am threatening you because I want to lose elections” and nothing seems to be able to make them hear anything else.

𝖜𝖆𝖗𝖕𝖗𝖆𝖜𝖓 //- KOSA must be stopped.@winterwarpath· Feb 13

The left-wingers so enamored with Platner’s politics, apparently forgetting the lessons of Fetterman, have rushed to offer him the sort of grace they’d never bestow on a more moderate candidate, let alone a Republican.

However, and this is crucial for Democrats to face their addiction, Platner just happened to be a lefty.

This trend isn’t limited to one faction. There’s a reason why Bill Clinton likes to say, “Republicans fall in line, Democrats fall in love.”

𝖜𝖆𝖗𝖕𝖗𝖆𝖜𝖓 //- KOSA must be stopped.@winterwarpath· Feb 13

hey