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Posted by Sarah Brown

Nobody expects to come home with a kitten after walking the dog.

Reddit's r/CatDistributionSystem subreddit has a funny way of finding the people who swear they aren't cat people. This time, the delivery arrived on an ordinary dog walk, where one dad spotted a tiny kitten lying on the sidewalk. She was so weak she didn't even try to run when he and the family dog approached. Whatever his feelings about cats had been before that moment, leaving her behind was never an option.

He scooped the kitten into his arms and brought her straight home. While he may only tolerate the family cats, compassion won out the second he saw a helpless animal in need. The plan wasn't to add another permanent family member. Right now, the priority is getting her healthy, helping her gain some weight, and making sure she's ready to find a loving home if that's where her story leads.

The little kitten has already caught a lucky break. She was found with a tipped ear, meaning she'd already been spayed and vaccinated through a trap-neuter-return program. The family also plans to have her scanned for a microchip, just in case someone is searching for her. In the meantime, she's traded a lonely sidewalk for a safe place to rest, plenty of food, and people making sure she gets the care she needs.

Stories like this are a good reminder that being a "cat person" isn't always what matters most. Sometimes kindness shows up before labels do. One quick decision during a routine walk completely changed the course of this kitten's life, giving her the chance to recover instead of being left to struggle alone. Whether she stays with the family or eventually finds a different forever home, one thing is already certain: she found exactly the right person to stop and help when she needed it most.

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Posted by Sarah Brown

The sweetest course of the meal always attracts the most whiskers.

Every cat is convinced dessert was invented with felines in mind. The second a slice of cake appears or someone reaches for the ice cream, a whiskered food critic magically arrives to supervise the situation. Dinner may have ended long ago, but dessert is a completely different meal as far as cats are concerned.

The approach varies from cat to cat. Some rely on the slow-and-steady method, inching closer to the plate one tiny paw at a time. Others skip straight to the dramatic stare, convinced enough eye contact will eventually earn them a sample. The boldest dessert detectives have no problem planting themselves front and center, making it crystal clear they're more than willing to help finish whatever's left.

Whipped cream has a way of bringing out everyone's inner purrfessional taste tester. Frosting-covered cupcakes suddenly become the most fascinating thing in the room. A donut left unattended for five seconds deserves a thorough sniff inspection. Even a single spoonful of ice cream is enough to send curious noses into overdrive. If something sweet is nearby, these cats are already conducting a full dessert investigation.

Confidence has never been in short supply. These cats don't tiptoe toward the dessert table like they're trying to get away with something. They march right up as if they're the guest of honor, fully expecting someone to pass them a bite. Every glance says the same thing: "That looks delicious, and it's only fair that everyone shares." Whether the answer is yes or no rarely changes the level of optimism.

No dessert goes unnoticed when a curious cat is nearby. They may not always get the bite they were dreaming about, but that never stops them from trying again the next time the cookies come out or another scoop of ice cream hits the bowl. Hope springs furever, especially when dessert is involved.

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Posted by Ayala Sorotsky

Cat naming is a difficult deal, but some names choose the cats just as much as the cats choose us.

I always love a good dad joke. Especially when the dad joke is a literal cat name. I know that some people have a hard time naming their cats, so they end up with names like Cookie Jar Jar Binks, Elephant the III, or Rafi the Refrigerator. Cat naming is a meme in and of itself - take these four kittens with Hobbit names, for example. It's delightful. I also have a cat with a geeky name - she might be just Cassie, but if anyone asks, she's Cassandra Pentaghast (from Dragon Age). But I absolutely lose it when a cat's name is a complete joke. I love it.

That's exactly why I laughed so much finding out that @pizzaandluna's cat is named Pizza, after crying a little - because every abandoned kitten who's adopted makes me tear up. It's the emotional combination of being sad about the street conditions they had to endure, and being joyful for their happy ending after finding a forever home. And this orange precious Pizza is no different - besides the extra spicy sauce of the naming process. Seriously, such a healthy dad joke turned into a cat's name is one of my favorite niche comedy genres.

Besides, I really believe every cat person can relate to this strong pull one feels towards a stray cat they see, that they must take them home. It's all the Cat Distribution System's work. That's just how all of us cat people become cat pawrents. It's like I knew I had to adopt Cassie when I saw her. Just like this sweet couple knew they had to take that Pizza home instead of their original idea for dinner.

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Posted by Ayala Sorotsky

Having cats and babies in the same home is difficult, but cats are always babies.

I have a confession to make - since I had my daughter, my cat seems to distance herself slowly. I feel like I'm dealing with a classic situation of an older sibling who has to adjust to a new baby in the family. And I understand my cat - I was also an only child until a few years later when my younger sister came along. And I've been asking myself lately one question many times - how do I make sure my cat knows she's my baby? Because cats are always babies for their pawrents, and nothing will change that. For me, at least. But I'm sure many others can relate.

My daughter is cute and amazing, and… so is my baby. My cat is my daughter, the first one. And I love both the same. It is true, though, that my human baby has many more needs and requires much more attention. And all that consumes a ton of my time. A time that some of which would be dedicated to my cat - stopping mid-way to pet her when she blocks my path (but now I'm running after the baby who's trying to enter the litter box), playing with the laser pointer until very late at night (but now I have to go to sleep early, because my human daughter is a very early alarm clock I can't snooze). My cat was used to another type of routine.

But my cat always was, and always will be, my baby. Ever since she was a literal one-month-old kitten, saved from a stray cat mama abandonment, to now - when she's an older sister. Nothing will ever change that for me, and I truly hope I can make it clear to her as well. In the meantime, I'm going to drown my mind with some feline funnies, to feel better. You're welcome to join in with me.

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Posted by Blake Seidel

Breathe in. Breathe out. Now meow. See, don't you feel better already?

You know how in yoga classes, you sometimes end with a big "Oooooohhhhmmmm" to finish the class? Well, we're not going to make you do that awkwardly by yourself. But, we do have one thing that might help you feel better on this precarious last day of the work week. And the best part? We're not even going to force you to do it, but we have a feeling you might just do it on your own by the end of this post. That's because we know how much you love cats, and how you can't resist telling them how cute they are. We know because we're the exact same way.

That's the purrre purpose of these heartwarming Friday felines - to lower your stress, calm your nervous system, and reset your day with the wholesome joy of cute cats. Everything else will just fade away as you scroll through fluffy Russian blues with a ridiculously cute pacifier in their mouths, and enjoy the purresence of sweet orange felines enjoying a chin scratch in the summer sun. As all else fades away, a tiny, awwdorable meow might just slip out. It's okay, it's part of the process. Let each meow bubble up inside you and release with all the negative energy you accumulated through the week.

Before we leave you to enjoy your joyous batch of fabulous felines below, we want to remind you that you are purrfectly where you're supposed to be right now. Wait, sorry, we wrote that wrong, we meant to say that you're purrfectly late for feeding your cat dinner. Now go feed them, you know how cranky they get if you make them wait. 

Have a great weekend!

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Posted by Mariel Ruvinsky

Sometimes, when the CDS chooses you, it doesn't actually choose you. It chooses your dog. 

Usually, when we get chosen by the CDS, it doesn't leave any room for interpretation. We know we were chosen. When my kitten followed me home on Independence day, I knew I was chosen. When my husband's cat walked into his home on his birthday, he knew he was chosen. When this man's cat flew in through his window, it fell directly into his lap. But when the kitten on r/CatDistributionSystem walked into the home of her new owners, they… weren't quite sure that it was them she was after.

And it's their own fault, really. When my kitten followed me home, I never told her that I didn't want her. I didn't dare. She chose me as her human, and I accepted it. They told this kitten that they didn't want a cat, and she heard them, and she said: "Yeah, I'm not looking for a human either." Because the CDS doesn't always pair humans with cats. Sometimes, it pairs cats with other animals. And in this case, it was this family's Great Dane that the kitty was after. 

The moment she walked into their home, she went straight toward her target. There was no fear. There was no hesitation. Some would say that there was no self-preservation instinct- when a kitten this small decides to walk straight up to a dog this big, rubbing up against him and heading right for his food. But she did it anyway. Because she knew. These were her forever doggos. The humans just kind of came with the house. And whether they wanted a kitten or not doesn't matter. They got one anyway, and from experience, I can tell you - they will love this kitten more than they have ever thought they could. 

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Posted by Mariel Ruvinsky

In a world where the timeline is filled with nothing but chaos and negativity, we really do need something soft to cleanse our eyes with. 

I don't know about you guys, but my timeline, for the past… six years or so, has been straight-up toxic. Something glitched in the matrix in 2020, and it simply has not been fixed yet. Basically since then, my timeline has been nothing but chaos and negativity. News that I don't want to see. Stories that there solely to rage-bait me into clicking them. Drama here, drama there, and just like with every classic toxic relationship, something keeps pulling me back in. Except, at least in this case, I know exactly what it is. It's cats. 

Listen, I was there before the madness of 2020. And even earlier than that. I was there during the classic time of the internet, when everything online was funny cat memes and adorable cat pictures. These things were always there. They're part of what made the internet so special, why people kept coming back. And that hasn't changed. Cats still rule the web. If you look closely enough, you will find the cute cat pictures and silly cat stories that you are looking for. They are just being swallowed up by the rest of the algorithm. 

And that's why we're here. That's why I'm here specifically, writing for ICHC. Because here, we bring you the things that you actually want to see. Here, I can sit down and put together the most wholesome collection of the cutest cat adoption stories and share it with you guys. I can create something uplifting, something cleansing, something purely cat and make it have an impact. Make it change someone's day. Make someone's frown turn upside down. This is your much-needed timeline cleanse, friends. 

OTW Guest Post: Atticus Yus

Jul. 10th, 2026 07:04 pm
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Posted by Lute

On occasion, the OTW shares posts from a guest, providing an outside perspective on the OTW or specific aspects of fandom. These posts express each individual’s personal views and do not necessarily reflect the views of the OTW or constitute OTW policy.

Atticus Yus (she/her) is a postgraduate student at Cambridge Digital Humanities, affiliated with Newnham College. A fanfiction writer herself, she is currently most active in the Identity V and Hannibal fandoms and enjoys baking banana bread in her free time. Today, Atticus talks about her research regarding fan communities with a particular focus on tagging systems and social networks.


How did you first find out about fandom and fanworks?

I owe my big sister everything for introducing me to fandom! Growing up, I remember her and her friends sitting in our family’s living room talking for hours about YuYu Hakusho and My Chemical Romance. She’s got a creative soul, writing her own fanfictions and serving as a beta reader for her friends too. She had fan art all over her childhood bedroom, which I thought was the coolest thing ever.

By the time I reached an age where I was discovering my own favourite media (back then, it was One Direction and The Hunger Games), she was quick to introduce me to fannish lingo, including “fanfiction” and “fan art.” Learning these terms eventually led me to websites like DeviantArt, QuoteV, and AO3. After enjoying other people’s fanwork, I decided to start creating my own stories.

Your research brings together fanfiction, consent, and reading practices. What first led you to think about reading fanfiction through the lens of consent?

I discovered fanfiction at the same age that I was first encountering sexuality. I consider fanfiction to have been my first exposure to content that challenged my understanding of consent as it was taught in school, where I was taught that “no means no,” though, never learned what happened when these rules were not followed. Through fanfiction, I encountered tags such as “dubious consent”, “consensual non-consent”, and “consensual but not safe or sane”. I had been taught such a clear framework of understanding consent that it felt intimidating to encounter content that seemed to challenge it. Later in adulthood, I became aware of fan conflict, such as pro-shipper and anti-shipper, which made it clear to me that fans are invested in conversations on ethics and consent. However, these debates have deep social roots in matters including shame, censorship, and American purity culture (Samantha Aburime’s 2022 article on this exact topic is useful here).

Witnessing pro-shipper and anti-shipper conflict online taught me there is much at stake regarding sexual content in fan spaces, and this led me to consider how consent is signalled in the first place. As an AO3 reader, I pay attention to tags before deciding whether to engage with a work. A tag such as “dubious consent” is not simply a descriptive label, but also a warning, invitation, or signal of how the author interprets consent in their content. I started to wonder whether consent tags operate on multiple levels: not only between fictional characters, but also between authors and readers.

Fanfiction spaces often rely on detailed tagging and content/authors notes. How do these systems shape a reader’s ability to give or withhold consent?

I think of the tagging system, summary, and author’s notes as paratexts: drawing on Gerard Genette, paratexts function as a threshold priming the reader’s interpretation before they have entered the text. In this sense, consent on AO3 is not located solely within the narrative but is negotiated before reading begins. However, paratexts are not universally consistent in usage. On AO3, authors assign tags to their own work, can choose to not provide archive warning, and may create tags too. Through my research, I identified what appears to be an informal gradient of consent, ranging from rape/non-con to enthusiastic consent. Yet I was unable to identify clear boundaries between categories such as “mildly dubious consent” and “extremely dubious consent.”

This ambiguity is not surprising. Understandings of consent are shaped by personal experience and cultural context rather than universal definitions. Thus, an author’s subjective interpretation may not align with a reader’s. Consequently, readers may encounter content they did not agree to. Tagging systems facilitate informed decision-making but cannot guarantee it; they rely on trust that authors have represented their work in ways readers will find meaningful and accurate.

Related to the praxis of consent around AO3’s usage, what are your thoughts on fanfiction (and AO3 in particular) becoming more well known with the mass media/audience? Have you noticed any changes within fandom spaces related to an increase in interest from people who enter fandom spaces without prior experience with fandom culture?

Although fanfiction is becoming more mainstream, I think it is often misunderstood as a textual object rather than a practice. I am thinking about a 2025 TikTok trend where users generate AI ‘fanfiction’ about themselves and their friends. I thought calling the generated text ‘fanfiction’ wasn’t quite right, because these works were not really fan produced. Recently, I was reading through the comments under OTW’s 2023 post “AI and Data Scraping on the Archive”, where it announced that AI generated content is not prohibited under its Terms of Service. I thought the comments caught onto a legitimate concern that resonates with my own research: what happens to fanfiction when we remove the fan?

I have also noticed more fanfiction being shared through screenshots on platforms like Instagram and X. In these cases, work is often circulated outside AO3 without author consent or the surrounding paratexts that shape reading practices. My assumption is that many writers (like myself) expect AO3 to function as a relatively contained space governed by its own norms of tagging and consent, and taking these works out of context disrupts fandom etiquette. I don’t have answers, but I ask myself questions like, how might new forms of automated or decontextualised “fanfiction” reshape consent practices altogether?

How did you hear about the OTW and what do you see its role as?

I first encountered the OTW through AO3. Recently, my research has depended heavily on Transformative Works and Cultures and Fanlore. Across these interactions, I understand the OTW’s role primarily through advocacy; it works to establish fandom culture as legitimate, and as deserving of protection and scholarly attention. Coming from English departments, this feels particularly personal to me, as fan studies was consistently dismissed as not properly literary by peers and faculty members alike.

But I also see the OTW as performing care work within fandom. AO3 emerged in response to the need for a stable, non-commercial space for fans to share their creative works without censorship and monetization by platform owners, as outlined in Astolat’s post, “An Archive of One’s Own.” I am intrigued by the post’s connection to Virginia Woolf’s “A Room of One’s Own,” addressed to students at women colleges and touching on the importance of giving women the resources and private space to achieve creative freedom. Like Woolf’s essay, the OTW addressed an infrastructural gap that left fan communities online vulnerable and without a space of their own. Now of course, it isn’t perfect; as a woman of colour, I cannot disregard racism in fandom communities and AO3’s infrastructural failure to address this (refer to Alexis Lothian and Mel Stanfill’s 2021 article). But maintaining fandom infrastructure by providing an archive, preserving at-risk works, and keeping a wiki of community knowledge is essential to continuously improving the conditions of fan culture over time.

What fandom things have inspired you the most?

Squee! I love that so many fans have reclaimed fangirling. Specifically, the idea of passionately loving—or even being obsessed with—a piece of media, but not having to explain why. When I made the decision to pursue fandom during my graduate studies, I was always asked, why? Constantly explaining my decision felt redundant and even patronising. So, I am inspired by all the fangirls who squee unapologetically, proudly and loudly.


We encourage suggestions from fans for future guest posts, so contact us if you have someone in mind! If you enjoyed this post and would like to read more like it, we encourage you to look back at earlier guest posts.

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Posted by Mariel Ruvinsky

Need a hit of comforting chaos in your life? That's what cat memes are for. 

Comforting chaos, that is what cat memes are. That is what they have always been to me. It's not just comfort, and it's not just laughs either. There is an element to cat memes that is so relatable that every cat person can understand it. When I scroll through these endless cat memes in search of the best ones to bring you guys, what I get is beyond just smiles. These memes make me think about my own purrfect little fluffball, my own little chaos machine at home. 

When I see a meme of a cat knocking something off the table, I think about my own cat doing the same thing. When I see a meme of a cat stealing food off someone's plate, I remember my lost piece of chicken from last Tuesday. When I see a meme of a cat yelling at a closed door, I think about every day of my life, multiple times a day, talking through the wood and trying to convince my cat that I'm not drowning in there and that she should stop worrying. 

These cat memes make me smile, yes, but they also comfort me when I'm stressed, and they make me laugh by reminding me of my own chaos maker at home, who is waiting for me to come back from the office. It's the purrfect combination. It's the one thing that always distracts me from the madness of the world, from the stress of deadlines, and from anything and everything else. I just need a few minutes to sit back and scroll through silly memes like these for everything to feel just a little bit less terrible. And I think that is something pretty pawsome. 

Building Our Future Together

Jul. 10th, 2026 03:00 pm
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Posted by Nicole Ozer

In my first weeks as Executive Director of EFF, I’ve been reminded every day how consequential this moment is in determining what kind of future we will have.

We are on the edge. What each one of us steps up to do – with our expertise, energy, and resources – will determine whether our future is one of openness, security, and fundamental rights, or one controlled through fear, surveillance, and centralized power.

I am proud to take the torch and help lead our EFF community forward at this pivotal time in history. And we need you in the fight.

We can and must reject a false choice between innovation and civil liberties.

Right now, we are celebrating an important U.S. Supreme Court win in Chatrie v. United States that reaffirmed our right to privacy in our location data and will help curb one flank of supercharged government surveillance. But in another case, the Court overturned 90 years of precedent limiting executive power and rubber-stamped the President’s firing of FTC Commissioner Rebecca Slaughter. The U.S. government also issued a chilling directive to Anthropic to prohibit the company from allowing foreign nationals to access its newest technology – then rescinded it two weeks later. And legislation limiting access to social media is advancing in many places around the world.

Each headline is different, but they tell one story: Many of the threats that once seemed hypothetical are now reality, and EFF’s work to ensure technology supports rights, justice, freedom, and innovation for all people has never been more critical. Governments and large corporations possess surveillance capabilities that were unimaginable just a few years ago. Ever greater concentrations of power are shaping speech, creativity, markets, and democratic institutions. Governments are increasingly seeking to control the internet and people’s ability to access information and communicate freely. Our community’s work is fundamental to the future of our countries, our livelihoods, and literally our lives.

I am also mindful that the United States marked its 250th anniversary last week and that this week is EFF’s 36th birthday. Anniversaries, like leadership changes, naturally invite reflection on where we are in history and challenge us to look ahead. What does it mean for a democracy, founded in an analog age, to survive in the digital world?

It is also an opportunity to ask how our EFF community can be even stronger, so we can help bring more people into the work of making sure technology serves everyone.

I began my career in public-interest work in Silicon Valley at the height of the 1990s dotcom boom, working at some of the earliest nonprofit “digital divide” programs that provided community access to computers and the internet, because I have always believed in the power of technology to create greater opportunity for all, not just profit for a few. I have dedicated my career to public interest technology because I am driven to see technology’s promise realized in my lifetime, and there is no other organization in the world that can do more to meet this moment and build a future where technology truly works for people than EFF.

These are perilous times. It is also a moment of extraordinary possibility. The future of AI has not been written and we can work together to get it right. We can make sure our laws reflect the needs of the modern digital age. We can build the technologies that empower rather than marginalize communities.

The future we want and need will be built by people and movements working together to ensure technology empowers rather than oppresses.

For me, the work starts with recognizing that digital rights are not a siloed policy issue. We must fight and win on the digital terrain to organize, speak freely, access healthcare, find work, receive an education, and participate fully in democracy. We can and must reject a false choice between innovation and civil liberties, and build power across movements to make sure technology truly works for people.

This challenge is what EFF was purpose-built to tackle. When EFF was founded in 1990, the World Wide Web did not yet exist, cell phones were the size of bricks, and EFF’s founders understood something remarkably prescient: Technology and civil liberties would become inseparable.

Now we all live digital lives, and the important digital rights issues that EFF has worked on since 1990 have become kitchen-table issues all around the world. EFF’s founders understood that how technology is built, developed, used, and controlled deeply intersects with rights, justice, freedom, and democracy.

EFF’s unique combination of world-class lawyers, activists, and public interest technologists pursue change simultaneously in the courts, legislatures, companies, and our communities, and pierce through false choices. This integrated, intersectional approach, grounded in deep legal, policy, and technical expertise, is a linchpin in fighting and winning against some of the most powerful forces in the world – both governments and trillion-dollar companies.

We defend people against unlawful government data collection and challenge license plate and face surveillance in our communities. We shape AI law and policy to protect civil liberties and support creativity and innovation. We push companies to strengthen encryption, fight to ensure you have the right to own what you buy, and build public interest technologies like Privacy Badger and Certbot that millions of people rely on every day.

This work matters because it all answers the same question: Will technology empower or control us?

As I look ahead, there are major battles on the horizon. We must:

  • Challenge increasingly sophisticated government and corporate surveillance systems that endanger our rights, democracy, safety and security
  • Preserve strong encryption and online anonymity
  • Ensure AI is developed and used in ways that respect fundamental rights and works for those who build it, use it, and are affected by it
  • Confront the concentrations of power that limit access to new creativity and defend the rights of developers to build and innovate

To meet these challenges, we must not only utilize the powerful levers of successful litigation, smart policy interventions, and effective public interest technology tools. We must also build a broader movement that recognizes that fights on the digital terrain are integral to all our fights for rights and justice – from civil rights and immigrants’ rights to reproductive rights, disability rights, LGBTQ+ rights, workers' rights, economic justice, and more. Together, our EFF community can help broaden the public conversation about technology's role in society and continue building the collective power necessary to shape the future rather than react to it.

I have hit the ground running, working with EFF’s exceptional staff and Board and starting to meet many of you in the broader EFF community. Every conversation has reinforced my confidence that our community is uniquely prepared for the work ahead. I’m looking forward to meeting more of you at my first EFFecting Change livestream on August 12 with Cory Doctorow, and hope this conversation is just the beginning of finding new ways to work together. Please stay tuned for additional in-person events with me around the country this fall.

As we celebrate EFF's birthday, I am energized by all the opportunities ahead for us to build on EFF’s strong foundation and make it even mightier. And we need you and others in the fight. Please renew your membership, become a recurring monthly supporter, and introduce someone new to EFF by snagging them a gift membership.

Everything we accomplish—every lawsuit, every policy victory, every public interest technology tool, every campaign—is possible because people like you are committed to ensuring technology strengthens freedom, privacy, creativity, and opportunity for everyone.

The future we want and need will be built by people and movements working together to ensure technology empowers rather than oppresses.

Let’s build that future together.

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Posted by Briana Viser

Thank cat it's Friday! 

The weekend is finally here, finally we can all relax, take a deep breath, and get on our phones for a good ol' fashioned meme scroll. The world works in mysterious ways, and everything is always in a cycle. What we liked as a kid or teenager may be the only thing that can comfort us these days, and maybe that thing is scrolling cat memes. A soft whisper of the weekend already has us purring and praying for those two days of restful bliss when we feel like we are drowning in life. It's time to take a breath, enjoy the evening of furrever funny felines and freedom! 

Some people count down the workweek by watching the clock. Others treat themselves to fancy coffees or daydream about future vacations. But here at I Can Has Cheezburger, we get through it by pspspsps-ing at every cat like it's a sacred ritual. That's a better life philosophy than most corporate wellness programs, or gluten free diets. 

These cat memes aren't just memes, they're coping mechanisms. They're tiny portals of comfort, reminders that softness is power, and proof that a little silliness can carry you from one exhausting week to the next. So pspspsps your way through, friend. The weekend is coming, the cats are waiting, and the fluff will set you free.

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Posted by Laurent Shinar

The week is closing out and as we tally up all the final costs and earnings you had better find your emotional bill leaning to the side of pawsitive. So just in case you find yourself falling short and you need a little something to push you over the line we have this wholesome collection of funny felines.

We often spend the end of our working weeks reviewing what we have achieved in the week that has passed and in how much time we have done it. But one metric that hardly ever gets reviewed is whether we have come out of the week happy. By which I mean, has our experience at work been an overall pawsitive one that makes us want to come back next week, or was it a dumpster fire that would have better been avoided. Of course the best outcome for all of us is to come away with a pawsitive week, but seeing as that can be tough to control if you base your metrics solely off the interactions you have had at work, you need to also include extracurriculars in and around your actual work.

Take for example this cute collection of comedic cats, it is a source of pawsitivity for so many of us cat lovers. Seeing our funny feline friends get up to their silly and strange hijinks is a high point in many of our days. And if we give ourselves enough time to enjoy these feline delights, then we might actually find ourselves feeling better about the bother of work and overall having had a wholesome week at work. So dive in and restore your emotional balance.
 

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Posted by Inés Soubrie

Who knew the cone of shame could double as a martini glass?

Recovery might not be every cat's favorite pastime, but these adorable felines are making the most of their cones. Whether they look like tiny purrtinis, fashionable lamps, or little satellite dishes, one thing's for sure: they've turned the cone of shame into the cone of fame.

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Posted by Jillian C. York, Corynne McSherry

This post is part 2 in a series about automated content moderation. Read the first post here.

When whistleblower Frances Haugen leaked a set of documents from Meta in 2020, among the revelations was a jarring statistic: The company’s algorithms designed to detect terrorist content incorrectly deleted nonviolent Arabic-language content 77 percent of the time, while failing to detect hate speech under the company’s own policies in many instances. Meta’s own transparency report released later that year demonstrated similar findings. Five years later, researchers in the region report that overzealous moderation remains a problem, while paths to remedy have all but collapsed.

Where these systems are faltering in Arabic, they’re positively failing in less-resourced languages. As a 2025 report from the Center for Democracy and Technology found, labeled datasets in certain languages and dialects such as Maghrebi Arabic and Kiswahili contain inconsistencies, bias, and inaccuracies due to the limited hiring of annotators who actually speak the languages as well as shifts in the languages themselves. An investigation into ChatGPT’s outputs in several low-resource languages demonstrates the depth of problem.

But language disparities are just one of several concerns as automated moderation becomes more widespread. From the systemic suppression of content from Palestine to the repeated misclassification of LGBTQ+ content as adult or explicit material, these varied examples demonstrate the risks of overreliance on automated moderation—and the need for stronger safeguards.

Transparency, Cultural Competence, Appeals

As we discussed in Part 1 of this series, automated systems can process content at a scale that humans never could, potentially enabling better moderation at scale and alleviating the psychological load on ill-paid moderators whose jobs require them to view incredibly disturbing content. But automated systems also reproduce existing biases, struggle to understand context, and often make mistakes that disproportionately affect journalists, activists, artists, and other vulnerable and marginalized communities.

As Rachel Griffin wrote in 2023, “Perfectly accurate moderation is not only technically out of reach but intrinsically impossible.” Despite those intrinsic flaws, there is a great deal companies, policymakers, and civil society can do to help ensure that highly-automated systems operate in ways that respect human rights, minimize predictable harms, and provide meaningful accountability when they fail. If companies are going to continue relying on automation to moderate users’ speech—and there is little reason to believe they won’t—then accountability must evolve alongside these technologies.

That evolution can start with committing to the Santa Clara Principles 2.0. These principles, first outlined in 2020 and re-launched in 2021 after substantial international input, reflect the needs and expectations of the global community and specifically address automation. The first Foundational Principle states:

Companies should ensure that human rights and due process considerations are integrated at all stages of the content moderation process, and should publish information outlining how this integration is made. Companies should only use automated processes to identify or remove content or suspend accounts, whether supplemented by human review or not, when there is sufficiently high confidence in the quality and accuracy of those processes. Companies should also provide users with clear and accessible methods of obtaining support in the event of content and account action. 

Drawing on the Santa Clara Principles 2.0, international human rights standards, and years of research documenting the shortcomings of automated moderation, we propose eight recommendations for policymakers thinking about regulation and companies deploying AI-assisted content moderation systems.

  1. Automated technologies should help, not replace, human moderators. For example, automated systems can help flag and prioritize content for review, while humans can interpret context, handle sensitive cases, and refine system performance.
  2. Companies must be transparent about when and how automation is used in content decisions.
  3. Companies must regularly audit their automated systems for bias, with particular attention to low-resource languages, vulnerable and marginalized communities, and conflict zones.
  4. Users must have the ability to appeal, and to provide context when they believe human or automated moderation decisions have wrongfully removed their content. Appeals should be promptly evaluated and decided by human moderators.
  5. Companies should regularly assess the human rights impact of their moderation decisions, and issue public statements of the results
  6. If they rely on third-party vendors, companies should carefully (and regularly) audit those vendors for compliance with these same principles
  7. Lawmakers should avoid promoting and passing legislation that effectively or explicitly mandates automated moderation systems
  8. Policymakers should also refrain from attempting to dictate platforms technical and design choices to favor or disfavor particular expression.

These recommendations understand that automated content moderation isn’t just a technical problem for clever engineers and product teams to solve. Because content moderation shapes public discourse and fundamental rights, its design and oversight must respond to the concerns of policymakers, civil society, independent researchers, and the communities most affected by these systems.

This is the second post in a 2-part series on automated content moderation. Read the first post here.

[syndicated profile] icanhascheezburger_feed

Posted by Elna McHilderson

What does a cat that has been missing for a month sound like?

If you didn't know, cats learn to meow from being with humans. They learn that being vocal gets them what they want. That's why you hear them meowing when it's time for dinner, especially if you are ONE minute late serving it. So what happens when you hear a street cat meowing non-stop? You should probably be at least a little bit concerned, because that might not be some feral tomcat, that might just be a family's beloved pet lost on the streets.

 TikToker @miijoouuu recently had to stop and chat with a very vocal cat out on the streets. She was on her usual nightly stroll when she heard some incessant meowing. Like, loud and nonstop, which is very bizarre behavior for a street cat. Usually, they want to stay quiet and stealthy. So, she decided to go and inspect. She found a skinny orange cat, loafed up in the dirt, meowing for help. 

When she approached the cat, they were very friendly and kept meowing. This is when she realized something was definitely wrong. This was not a wild cat thriving in the wild, this had to be somebody's pet lost and afraid. So she followed him, scooped him up, and then went to work on the apps trying to see if anybody posted about a missing cat in the area. 

Low and behold, she found a picture of a cat that looked just like him, but with more meat on his bones. It turns out his family has been looking for him every single day for an entire month! When she brought him home, both the family and the kitty were emotional. He kept purring and making biscuits and the family couldn't thank their new hero enough. 

So, if a cat on the street strikes up a conversation, you should definitely stop and listen. You may end up being someone's new hero. 

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