Attackers explain how an anti-spam defense became an AI weapon.
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Attackers explain how an anti-spam defense became an AI weapon.
love that energy

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When we were children, my sister had private music lessons at her violin teacherâs house. I only visited there once, but I still remember that afternoon. The teacher had an artificial pond in her yard, a large beautiful thing with lily pads and plant life. And in the pond, there were goldfish. I had never seen such enormous goldfish.Â
I spent several minutes just staring at them (and trying to convince them to bite my fingers.) When my sisterâs violin lesson ended, her teacher came out to the yard and explained that these goldfish were the same small creatures that were often unfortunately sold in plastic bags at state fairs. They were only about two inches long apiece, when she bought them and put them in the new, empty pond. In essence, they were like every goldfish I had seen before, but they had been given a much larger, much richer environment in which to flourish. As a result, they had grown into some of the most remarkable, vibrant creatures my twelve-year-old self had ever met with. All because of a pond.Â
Funny what lessons children remember. My sister doesnât play the violin anymore, but that was the first time I caught a glimpse of the overwhelming extent to which it matters, the way the world treats us.
I think this might be the best post of yours Iâve ever read
insulting on behalf of the MANY clown husbandry posts i have gifted to you over the years
Just watched Adam Conover (of Adam Ruins Everything) make such a solid point that I think we should spread far and wide. Yes, having AI write your emails is lazy, sure, but people love being lazy. We need to really emphasize that sending AI emails (or using AI responses on social media, or publishing AI flyers, or or or) is rude.
It's rude. You're making someone take their time to read something you couldn't bother to write. You're telling them they were so unimportant you couldn't be bothered to actually take the time to say something yourself. And frankly, you're lying about it while you're at it.
It's rude.
The above is doubly true if the content of the email is something that will be important to the person receiving - especially something that affects them negatively. They see that this thing that affected them so much didn't matter enough to you to write it yourself. I was a bystander to such a thing not long ago and it was just awful.
I donât think people realize what keeping the internet running and producing most tech they use entails like. Physically, labor-wise, energy-wise.
Purposefully included some older articles here so people can see how baked in this is:
Labor Conditions of Content Moderators (2021)
Inside AOL's "Cyber-Sweatshop" (1999)
Digital Labor and Imperialism (2016)
Amazon Mechanical Turk: The Digital Sweatshop (2012)
Gig Economy, Algorithmic Control, and Migrant Labor (2022)
The Rise of Cyber-Coolies (2003)
Ecological Impact of Computation and the Cloud (2022)
The Environmental Sustainability of Digital Content Consumption (2024)
Carbon Footprint of the Internet (2010)
I think a lot of times I see people talk about this stuff in relation to AI. It's right to talk about it, but I hate when people act like AI is the only tech that has these problems. What you see with AI now is a reflection of the broader tech and internet industry that has grown for the past 20-30 years.
There's hope.
My co-teacher came up with an idea. She said to me: âIâm going to project a Shakespearean sonnet on the board that you have never seen before. They are going to watch you struggle through it, and they are going to see what it takes to authentically annotate something to attempt to understand itâ. This was a good idea because it targeted a pitfall of my teaching: that I already know the answerâ a predetermined answer I want my students to come to. Therefore, when I ask the class a question, they are aware that there is an answer in my head I want them to arrive at. This method can stifle studentsâ voice. So, I stood at the front of the classroom that day, feeling exposed, sight-reading Shakespearean sonnets. With most of the sonnets, I, with the help of the class, could only get to about 75% understanding and accuracy at best. But my confusion â my apparent struggle and frustration in understanding each new sonnetâ was key for my students. They felt free to posit their interpretations and even to disagree with me. In each session, a student shared a thought or possibility that not only I had failed to see but was also ultimately accurate. One student couldnât wipe the smile off her face when she figured out a metaphor that stumped both me and my co-teacher. âThis was funâ, she and her classmate said to each other when the bell rang.

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Here is an article from NPR about it (May 22, 2026):
Carolina Milanesi, an independent technology analyst, said Google is trying to make its cash cow business â search â richer and more personalized, and it will make shopping easier. But there is a risk that users may have fewer choices about what to click. "Right now it's: I ask a question, I get a bunch of answers and I feel that I'm in control as to which answer I take, or if I'm looking for something, which product I'm going to end up buying. That is going to be less so going forward," she said. Milanesi envisions AI-enabled search and agents proposing products to consumers â perhaps even those they have requested â but with less clarity or choice around where it's coming from. "If you're going to say: 'I want a pair of Jordans, go find them,' you're not necessarily sure what steps have been taken and whether the AI has used a source or a store that was paid for and therefore came up in the search results," she said, "or if AI actually went and did their due diligence and picked the best for me as a customer."
And here's one from Time magazine (May 20, 2026):
While Google already has âAI Mode,â the company will now power the whole search bar through its new Gemini 3.5 Flash model. Instead of the classic list of blue links, Google Search will now also generate a custom page with an AI-generated summary of what youâre searching about, which will then trigger a conversation with AI Mode on the main page, allowing users to ask follow-up questionsâsimilar to the kind of layout you would see when opening ChatGPT.
And a little more from Time's article on how this may affect the websites that we are trying to search for:
When Google first started implementing AI-assisted results, news publishers warned of âcatastrophicâ impacts on the industry, much of which relies on Google search to drive users to their websites. Last year, news websites saw significant traffic declines as chatbots increasingly replaced Google search as the primary way to find sites and ask questions. Small businesses also noted drops in traffic to their sites from Google, which has traditionally delivered customers.  Lily Ray, vice president of SEO strategy & research at Amsive, a digital marketing agency, warned as early as last year that Googleâs planned changes to search are âgoing to have a devastating impact on the Internet.â âIt will severely cut into the main source of revenue for most publishers and it will disincentivize content creators who rely on organic search traffic, which is millions of websites, maybe more,â she told Technology Magazine. Â
noai.duckduckgo.com blocks all AI content in search results automatically

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âBecause the truth is, tech doesnât have an image problem. It doesnât have a message problem. It has an intention problem. Whatâs wrong with the axe murderer who broke into my house is not that he hasnât successfully persuaded me to buy into his narrative. Whatâs wrong is that heâs trying to kill me with an axe. Similarly, when you launch a product thatâs designed to put millions of people out of work, block access to sources of verifiable truth, replace human creativity with slop, and lower the barriers to every sort of atrocity, the problem isnât that you havenât told the public a good story about those things. The problem is that you are trying to do them.â
â The 40 Most Rage-Inducing Problems in Tech
alright I've got to do some quick math to explain attitudes towards AI to my boss.
we're looking to create an AI policy, and when we were talking about this, my boss (older millennial) was genuinely shocked to hear that younger people do not (seem) to view AI positively (a la the recent commencement speakers being booed)
please rb for larger sample size!
Question 1/3
What is your age, and do you feel AI is a net positive or net negative in our lives today?
under 18, AI is a net positive
under 18, AI is a net negative
18-29, AI is a net positive
18-29, AI is a net negative
30-45, AI is a net positive
30-45, AI is a net negative
46-60, AI is a net positive
46-60, AI is a net negative
over 60, AI is a net postive
over 60, AI is a net negative
Question 2/3
How often do you visit or interact with museums/archives (whether in person or online)?
Frequently (multiple times per month)
Often (multiple times per year)
Occasionally (a couple times per year)
Rarely (once every couple of years)
Never :(
Question 3/3
If you saw a museum was using AI in exhibits, marketing, research, etc., would you be more or less inclined to visit that museum?
under 18, more inclined
under 18, less inclined
18-29, more inclined
18-29, less inclined
30-45, more inclined
30-45, less inclined
46-60, more inclined
46-60, less inclined
over 60, more inclined
over 60, less inclined
Thank you for helping with this data collection. Please rb for as big a sample as possible!
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it's literally the evilest thing in the world to finally have time to write but then be tired. like wow you're telling me these two hours before going to bed are completely free but my brain is just Not Feeling It? fuck off
Movement nudge!
X
hello i would like everyone to know that sometimes you can sob your eyes out and have an existential crisis one moment and then suddenly you're booking your driver's test and applying for jobs and crocheting a blanket and maybe life isn't so bad anymore!! maybe you can feel awful and fix your life anyway!! maybe you're allowed to be a wreck and still be good enough!! i am a full on adult and have avoided getting my license for years but now i'm finally doing it because i've grown around the fear!!!! the world didn't crash and burn when i was fifteen!! i did this for myself and i'm going to be okay!!
the way i am shaking with tears is an understatement I'VE BEEN QUOTED
I'm printing it and taping it to my mirror BTW

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There is one very important thing I need people without major dietary restrictions to understand: the distress caused by allergies, celiac disease, and other food restrictions is largely not about the food.
Do I miss some foods I can't eat anymore without getting sick? Sure, but that's not what really bothers me. What bothers me is being excluded from a huge portion of human social life of which food is a crucial component. What bothers me is the stress and social stigma of trying to figure out what I can safely eat. What bothers me is the amount of extra work and cost that is required of me to identify, obtain, and prepare safe foods. What bothers me is people treating my needs like a nuisance, as though I chose to be like this - as though their brief inconvenience to check an ingredients list is unreasonable, when I deal with this every day of my life forever.
I don't miss the food that much. I miss not having to worry about what I eat. I miss freedom. I miss when trying new foods and new restaurants was fun instead of a minefield. I miss not having to plan my entire life around the need for safe foods.
Food is such a basic human need, and a lot of people don't really need to think about it. When your danger foods can be anywhere and everywhere, suddenly your entire life revolves around avoiding them, and it massively sucks. You get used to it and it's not a big deal most of the time, but then you go to a new restaurant, or your office has a potluck, or you've been invited to a party and suddenly it feels just as miserable and exhausting as it ever has.