iiinova — where your digital self keeps evolving

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John Oxley @joxley.jmoxley.co.uk · 10/09/2026

What is this comment from the Labour MP? No, the issue here isn't that the attempted pogrom had the wrong targets!

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Sridhar Ramesh @radishharmers.bsky.social · 12/08/2026

Some kid who is in their teens right now will someday look back nostalgically on today, today of all times, as the golden years. There is a whole generation brewing who will consider the 2020s peak.

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Joshua Bowman @thalesdisciple.bsky.social · 08/08/2026

Working on an A.I. policy for my calculus classes. Decided to be upfront about the current situation with LLMs and to give a heartfelt explanation for why the course still matters.

Al policy

Context

Artificial Intelligence, or "A.l.," Is a broad term used to refer to several different kinds of technologies. The kind most relevant to this class are Large Language Models (LLMs), which use mathematics to analyze large amounts of human-produced text and then generate new text that simulates what a human might write in response to prompts or questions. Some examples of LLMs are OpenAl's ChatGPT, Anthropic's Claude, and Google's Gemini.

Current LLMs can provide a solution to any calculus problem I give you. So why should we work on them, you might ask? Here's the thing: for the most part, the problems were already solved anyway. Calculus as a subject is nearly 400 years old. It has reached into virtually every modern scientific and economic field. And while I would like to believe that I have crafted a few new problems with some small amount of originality tailored to this class, for the most part I have curated a collection of exercises drawn from my years of teaching calculus. Those exercises come from textbooks, workshops, friends, and other fields of study, as well as my own invention.
And they nearly all have known solutions, often with fairly standard approaches.
Before A.I. became widely available, you could find those solutions in another textbook, or from a friend's notes, or through a repository on the internet.

The point of this class is not necessarily to solve problems that have never been solved before. It is for you to develop habits of thinking that are used by mathematicians, scientists, and policymakers-to develop a sort of mental toolbox that can be applied to new problems. If along the way you happen to find a new way of solving one of the class exercises, that's great! I am constantly learning new things from my students. But you will be bereft of discovery if you rely on a LLM for solutions to the calculus problems before you. Here I mean the discovery of having your own realizations, crystallizing your own internal understanding, claiming the knowledge in a way that cannot be taken away from you.
That ownership is what I want for you, and that is what the course is built around.

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jount starcula @theaveragejoey.bsky.social · 05/08/2026

the 2026 buisness owner

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RASTA MILF! @irlchuggo.bsky.social · 12/07/2026

your boys took one hell of a beating

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Blue sky nice ghost @rajandelman.bsky.social · 11/07/2026

Getting diarrhea like, "Hope this isn't the diarrhea that was on the news"

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RASTA MILF! @irlchuggo.bsky.social · 11/07/2026

smooth operator voice: balsamic onions

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Rob Delaney @robdelaney.bsky.social · 05/07/2026

Taylor Swift & Travis Kelsey had to get married at Madison Square Garden because they are more in love with each other than normal husbands & wives.

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kevin @kevinstarwheel.bsky.social · 04/07/2026

country roads suck me off stroke the shaft cup the balls to completion 'jaculation suck me off country roads

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Tom the Anime Sicko 🔜 Hell @tomharrison.bsky.social · 29/06/2026

I cringe at the train coming at me in movies. I have never watched a train that was actually imperative to the story. It always makes me feel like the producer is trying to run me over with the train

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pinkiestlips.bsky.social @pinkiestlips.bsky.social · 23/06/2026

Lol! Cold and cut= ice cream, Nancy likes to enjoy the moment!

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Service Heckhound 🏳️‍⚧️🐕‍🦺 🔜 MFF, Magfest @harleighdog.bsky.social · 12/06/2026

I did not spend my teenaged years writing cringeworthy fanfiction and my adulthood typefucking freaky lil weirdo shit to be accused of using AI 😤

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Natacha @natacha.bsky.social · 11/06/2026

The British state has just intervened to forcibly remove healthcare prescribed by their doctors in line with internationally accredited standards from 77 trans children in the way most likely to cause them both physical & mental harm. Nothing in the Guardian but an op-ed on soap dispenser design.

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Ty @tyrantrat.bsky.social · 11/06/2026

I need to make sure you read my instructions.

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josh (oldfriend99) @oldfriend99.bsky.social · 01/06/2026

Absolutely breathtaking interaction

her quote post of this garbage bag joke: Y'all, I'm starting to think that not only don't men have souls, they don't have brains either.

my quote post of hers: When you can predict which direction a full garbage bag will lean

her response: Yes Josh, and I didn't even need any of the 3 physics classes I took in engineering school to have this talent. Don't worry, kiddo, you'll figure it out eventually.

my response: How can you tell? Often it will lean in the less heavy/bulky direction, hence the joke's relatability.

her response: I have a secret technique I developed as a child garbage scientist, called "jiggle the bag while you pull it out of the can so heavy stuff falls to the bottom" and also this other thing I have called a peripheral nervous system that can detect loads shifting.

my response: I suppose the problem occurs when there's a mix of rigid items and soft items which can create unpredictable internal load distribution. Bag defory can shift the lean direction and center of gravity as well

her response: Is this the part where we act like a total dumbass was actually asking a deeply nuanced engineering question? FIND A HETERO TO TALK TO. JEEZUS.

my response: Why are you so mean..

her response: Do you not know any heteros? Or is this actually you at peak performance? Either way, I've already given you way more than I owe you, which is exactly nothing. Best of luck with your future garbage removal endeavors, mine are happening right now as I hit this block button.

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francis @dilfkink.kindboys.online · 17/10/2025

is that a vibrator in your pocket or is your penis just really scared of me

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jude paw picture diary 🔜 TFCON ORLANDO @judepaw.bsky.social · 25/05/2026

actually i kinda *do* think using genAI should be such a social faux pas that the user is marked as a pariah and no longer feels welcome in the community. "AI is bad" is no longer an abstract (it never was), my city has been under a boil water advisory for a week because of AI data centers

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Alex Elizabeth Byrne McMillan @undeniablyalex.bsky.social · 23/05/2026

YOU’RE LISTENING TO SISYPHUS FM, THE HOME OF NON-STOP ROCK

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Adam Koszary @adamkoszary.bsky.social · 22/05/2026

I'm fast becoming a single issue voter and that vote is letting trans people live their lives

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Tyler K. Stroud @stroudarian.bsky.social · 21/05/2026

What you see in the Sun, is the Chicago skyline from the Indiana Dunes beach, across Lake Michigan. You can see it from 50 miles of distance due to a form of superior mirage, because the skyline is seen above where it's actually located. [📷 wesskywalker]

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Jordan @jordanpfot.bsky.social · 21/05/2026

It’s time for the people who haven’t said much about trans rights because it’s a bit inconvenient and might cause tension with gender critical colleagues to actually say something btw

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demi @cuddlepunk.bsky.social · 21/05/2026

we may not be able to break the machine, but we can gum it up make gender surveillance such a bureaucratic nightmare that gender freedom begins to make economic sense, the only language managers of late-stage capitalism understand

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MrCheeze @mrcheeze.github.io · 01/03/2025

Do you ever think about the fact that the designers of General Midi were tasked with coming up with the 128 most important instruments in the world, and one of the answers they came up with was "Goblins"

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BayBayFriend @baybayfriend.bsky.social · 14/05/2026

Facebook meme: In the 80s, we wanted The Cure so we got into The Cars and drove to the Culture Club. It was all Talk Talk on the way there 🤪 Every reply: my son is too clothes minded to understand this. he’s even beginning to dislike breads/toast and im starting to become afraid

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Ori-Warui -KNUCKLE JET out now on Steam! @oleivarrudi.bsky.social · 12/05/2026

via reddit: today is homer simpson's 70th birthday

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Gmin @geymin.bsky.social · 11/05/2026

Now that it’s out of the projection booth and into our homes, the movie is now called Stream Hail Mary

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michael lutz @ztul.bsky.social · 06/09/2025

ME: team rocket will never steal these rare Pokémon! Not unless they wanna take on me and my fully evolved Miss Cigarettes! MISS CIGARETTES: miss cigarettes

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Sridhar Ramesh @radishharmers.bsky.social · 06/05/2026

Good thread. Lots of good stuff in here.

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Wet Owl @levisatyrane.bsky.social · 06/05/2026

In the appendix of The Selfish Gene, Richard Dawkins describes the 1960s chatbot ELIZA, which simulated Rogerian counselling, and in a slightly mocking tone described the "ELIZA effect" where users would fall under the illusion that the ELIZA program was conscious.

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Ben Phillips @benphillips76.bsky.social · 06/05/2026

Sharing, without comment, British newspapers’ depictions of the only Jewish person currently leading a UK political party . Times. Mail. Telegraph. Sun.

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Science Magazine @science.org · 05/05/2026

Deepfakes are everywhere, but digital forensics investigators are fighting back. Learn more: scim.ag/42dMPBg

To verify images, digital forensics investigators will often check whether the geometry of the scene is realistic. In a real photo, lines that run parallel in reality—like floor tiles—should meet at a single vanishing point. In this image, however, the dotted lines do not meet in a single point, indicating it is a fake.
Image: an AI-generated image of soldiers marching down a hallway in three lines, wearing fatigues and carrying rifles. Four dotted white lines have been added over the image, running along the floor tiles visible in the foreground and extending back to where the vanishing point should be, behind the soldiers. Instead of meeting in a single point, the lines all cross at different points.

Investigators also examine reflections. The lines connecting points on an object to matching points in its mirror image run parallel in reality, so similarly should meet at a vanishing point. In this image, the lines again do not converge on one point, revealing it to be a fake.
Image: An AI-generated image of a plastic cartoon dinosaur toy with its reflection visible in a small mirror. Four dotted white lines are layered over the image, connecting points on the toy with the same points on its reflection: the top of its eye, the end of its jaw, its hand, and its foot. The lines extend out to the side of the image, where they all cross at different points rather than meeting at a single point.

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Mad Scholar Frights @mattzollerseitz.bsky.social · 03/05/2026

In 1979, Mattel sold toy Battlestar Galactica fighter ships that fired a tiny spring-loaded "torpedo." One 4-year old choked on it, and the entire line of torpedo toys was recalled and never sold again.

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Matthew Hodson @matthewhodson.bsky.social · 24/04/2026

It’s illustrative of how homophobic men’s football is, that a player accused of racist slurs defended himself by saying that his slurs were ‘only’ homophobic - leading to a six game ban rather than a ten game ban.

outsports.com

Gianluca Prestianni's ban for gay slur may see him miss World Cup - Outsports

UEFA has asked FIFA to "extend worldwide" Gianluca Prestianni's suspension for use of a gay slur, which could affect the winger's World Cup participation with Argentina.

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The Picture of Doriane Gros @grosdoriane.bsky.social · 23/04/2026

Playing with toys used to be so fun, but they made toys bad or something. I used to be able to play with action figures all day, but now I'll get bored after just an hour or two.

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Nicolas Dream, PhD @afraidofwasps.bsky.social · 20/04/2026

Girls and boys are different. If you see a group of middle age women they love it if you say "Are we celebrating somebody's 21st birthday today?" If you see a group of small boys, they love it when you say "This guy looks 100 years old"

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flyingrodent @flyingrodent.bsky.social · 20/04/2026

This is the inevitable endpoint of one of the truly unifying political projects of the 2010s: ensuring that comically bigoted far right crackpots should decide what is and is not racist, a thing almost the entire political/class bent their will towards.

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wariotifo @wariotifo.bsky.social · 15/04/2026

we have let these people host two World Cups now

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🦇 Hexavier 🎃 @xavierck.com · 14/04/2026

People are misunderstanding this. It's not "games a mom has a chance to play while she has a free moment between raising 2.5 children and an adult human man" It's "games that show, examine, interrogate, and ask you to engage with motherhood" Dads get God of War and Last of Us. Moms get Wordle.

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