XVI THE TOWER

XVI THE TOWER system | 38 | she/it usually genderqueer | transfem | generally a bi lesbian Main fronters: Tower, Devil, Juniper

[the-chain-persists]

My blog is going to have a lot of messy personal journal shit for a while. If you want to not see that, you can block #personal and #journal

[fishwithoneeye]

Deciding to start watching Madoka Magica because I saw Homura in a dream then realising that’s exactly how the actual anime begins has been a mildly concerning way to start my morning

[aq2003]

this is so cool and also rosencrantz and guildenstern's sign names are killing me lol

[wilderbas]

selkie studies for a warmdown

[riverstone21]

🐀 💞

[alliekills]

happy pride month! death to israel! <333

[klfg]

[source]

[klfg]

🚨BREAKING: OpenAI published a paper proving that ChatGPT will always make things up.

Not sometimes. Not until the next update. Always. They proved it with math.

Even with perfect training data and unlimited computing power, AI models will still confidently tell you things that are completely false. This isn't a bug they're working on. It's baked into how these systems work at a fundamental level.

And their own numbers are brutal. OpenAI's o1 reasoning model hallucinates 16% of the time. Their newer o3 model? 33%. Their newest o4-mini? 48%. Nearly half of what their most recent model tells you could be fabricated. The "smarter" models are actually getting worse at telling the truth.

Here's why it can't be fixed. Language models work by predicting the next word based on probability. When they hit something uncertain, they don't pause. They don't flag it. They guess. And they guess with complete confidence, because that's exactly what they were trained to do.

The researchers looked at the 10 biggest AI benchmarks used to measure how good these models are. 9 out of 10 give the same score for saying "I don't know" as for giving a completely wrong answer: zero points. The entire testing system literally punishes honesty and rewards guessing.

So the AI learned the optimal strategy: always guess. Never admit uncertainty. Sound confident even when you're making it up.

OpenAI's proposed fix? Have ChatGPT say "I don't know" when it's unsure. Their own math shows this would mean roughly 30% of your questions get no answer. Imagine asking ChatGPT something three times out of ten and getting "I'm not confident enough to respond." Users would leave overnight. So the fix exists, but it would kill the product.

This isn't just OpenAI's problem. DeepMind and Tsinghua University independently reached the same conclusion. Three of the world's top AI labs, working separately, all agree: this is permanent.

Every time ChatGPT gives you an answer, ask yourself: is this real, or is it just a confident guess?

[ymawgat]

your car: *bounces back and forth, defeated, its hood swinging by a mere thread*

my car: *triumphantly leaps six feet in the air, spraying hubcaps in victorious fervor*

[mousenemy]

What?

[chromatic-king]

[dogpuppy]

[sztupy]

Landmark German ruling declares Google's AI Overviews are Google's own words and makes it liable for false answers

A German regional court has ruled that Google is directly liable for the content of its AI search overviews. According to the court, previou

[ayeforscotland]

Let’s fucking go

[made-in-manetheren]

This is HUGE.

1. The court holds Google responsible for statements made by its AI, considering them Google's statements (search engines have limited liability for results in their engine as they're the words of other sites/companies/people), meaning when their AI lies/hallucinates they're liable for the defamation/harm resulting from those statements.

2. Google's defense that customers are generally aware of the lack of reliability and are responsible for fact checking was dismissed. As the court pointed out, that would "significantly diminish" AI Search's stated purpose and it can't be distinguished from Google's business practices/statements as a search tool.

3. Studies have found about 91% of Google's everyday AI responses are accurate, leaving millions of searches per HOUR with potential liability for falsehoods. 56% of correct responses weren't supported by the sources the AI listed. Both of which mean Google is now liable for a LOT more AI "errors."

4. Google was held liable for 80% of court costs in this case and this precedent is expected to reverberate around the world. This is a massive shift from the 3rd-party search provider role Google has previously played and it comes right as they've tied ALL searches to their AI search.

TL;DR Google reeeeeally stepped in it this time.

[hagiomoto]

It looks like Americans and other US-adjacent folks on Tumblr dot com have already forgotten that the US is the one who started the war against Iran by bombing a school full of children.

[cyanide-sippy-cup]

For anybody not caught up: Tennessee just passed a new map that pretty much makes it so black neighborhoods have no power in local votes. Two things about this. While protestors were chanting "No Jim Crow", white Tennessee lawmakers were caught laughing on video. On top of this, Representative Justin Pearson and his brother KeShaun Pearson were arrested for trying to give their takes on the matter (which is not only their legal right but literally his job). If you give a shit about black people, help fight this. We can't allow a return to Jim Crow.

[posthumousprincessparts]

cuz it got wiped from the internet: transfems it's so cute to want to be cute. do what you think makes you cute, it's ok if you feel awkward that's cute too. you can be yourself, even if you don't think that's very cute, you will still be the worlds cutest girl. i love you

[esthermika]

one of the best parts of transitioning was been the freedom to be a little silly and cute. before, if i tried to act that way, i'd get hit with a wave of disgust and self-hatred so strong i'd get a pain attack. today, i was chatting with a coworker and made a pouty face without even thinking about it, and it was so natural. i feel like a human now, i don't have to remember what emotions i am feeling to express them, they just happen.

it's wonderful. it makes me smile, and thinking about it makes me giggle.

[hagiomoto]

Daily reminder to Americans on this website that American war on Iran is bad because Iranians are getting killed not because you can no longer afford going to the movies in the weekends or refill your car 😒

[synfullewrecche]

something has burned away in the darkness while no one was watching. -1 something

[synfullewrecche]

something was born in the darkness while no one was watching. +1 something

[covid-safer-hotties]

[bovid-beauty]

"Fascism"—New Federal Rule Would Require Federal Funding Recipients To Deny Trans People Exist

The rule could have heavy impacts towards trans people across society.

Last week, the Trump administration quietly released a sweeping new federal rule that would use funding threats to force institutions across the country to reject transgender people. The 400-page proposed regulation would codify the administration's anti-trans executive orders into binding federal policy, imposing a blanket prohibition on federal funds going toward "gender ideology"

The proposed rule, formally titled "Regulation for Federal Financial Assistance," rewrites the government-wide framework governing all federal grants across every agency. Among its most consequential provisions, it requires that before a federal grant recipient can receive money, the award must pass a "pre-issuance review" conducted by a political appointee—not a career expert or peer reviewer—to ensure it is "consistent with applicable law, Federal agency priorities, and the national interest." The regulation explicitly instructs these appointees to screen for "denial by the recipient of the sex binary in humans or the notion that sex is a chosen or mutable characteristic." [...] An institution that acknowledges transgender people exist—through its policies, its training, its healthcare, its bathroom access, its HR procedures, its name-change processes—could be deemed to "deny the sex binary" or to “support the notion that sex is mutable” and have its federal funding blocked.

Importantly, the gender ideology prohibition has no age limitation—hospitals could be targeted not just for providing care to minors but for providing gender-affirming care to adults, because prescribing hormone therapy to a transgender patient of any age could be deemed promoting the belief that "sex is a chosen or mutable characteristic."

[junequeer]

THIS IS OPEN TO COMMENT UNTIL JULY 13, 2026

[featherandstorm]

This is all very bad and horrible, but I want to be clear that it’s worse and more sweeping than just eliminating trans research.

This torches everything. And I do mean everything.

A very abbreviated list of its ramifications include (but are not limited to):

ending funding for ALL DEI related initiatives

allowing the government to terminate grants at any point for any reason

preventing researchers from publishing, going to conferences, and being part of academic societies

requiring that topics must support the president’s agenda.

What this means, and if anything I’m under selling it, is the death of science and research in America. It allows the government to restrict any topic they please at a whims notice, putting officials who have no background in the topic in charge of deciding funding continuity. It controls what gets researched and if/how researchers are allowed to share their discoveries. There are no books to burn if the government never allows them to be written. This is fascism plain and simple.

Please, if you only ever write one public comment, this is the one to do.

[genderkoolaid]

Bringing back this guide to writing an effective public comment. This gives you the basics you need to know, what you need to include, a basic outline you can follow, etc.

Public comments are not a vote, it is a chance for you to say "here is an issue with this law I think you need to address" and provide justification for legal challenges if it goes forward:

"Comments raise the bar that agencies have to meet when making a rule; “if an agency fails to adequately respond to significant, relevant comments in a final rule, members of the public may seek to challenge the rule in court on that basis and claim it could be struck down.ˮ"

But also, if possible, don't stop at writing a comment. Don't stop at calling your representatives. You should ideally be talking to people in your community about this and organizing resistance on-the-ground; there is a good chance people are already doing that even if you aren't hearing about it.

[cherrispryte]

Some added 101-level context from someone (me) who’s worked in federal grantmaking for 20 years and is literally certified on this document - this is a document that governs all federal grantmaking. It’s been around for over a decade and is a mega-document that combine multiple previous smaller documents that have been around for ages. It is updated every few years and generally the updates are minor - a notable change in the previous update was raising the small procurement threshold from $10,000 to $15,000 for example. Deeply dry boring minutiae that no one outside of federal grantmakers need concern themselves with. It was also federal GUIDELINES, which means there was flexibility.

This year’s is different. They are now federal REQUIREMENTS, which means there’s no flexibility. As was said previously, the 400 pages are not singularly devoted to being absolute shitheads to trans people. Theres a lot of stuff in there, some of which is the standard dry boring grants stuff, some of which is the horrible ideological warfare outlined above.

This document is issued by the OMB, the Office of Management and Budget, which is currently lead by fucking Russell Vought, the principal architect of Project 2025. This is how they’re going to implement all the horrible shit in there that wasn’t covered by Executive Order. Russell Vought is actively coming for my job, my marriage, and my kid, and most of my friends lost their jobs last year because of him. He is the fucking arch villain behind the heinous shit the current regime is doing.

So yes, please comment. You don’t have to read all 400 pages before doing so, it’s dry and dense as fuck, but I thought this information might be helpful. Also, while there is a public comment period, this isn’t voted on by Congress. The OMB just fucking issues it. Pressuring your elected officials into publicly saying “hey what the fuck are you doing here” is good, though.

[mikkeneko]

Please note the comment period is open through JULY 13th, not JUNE 13th. I saw a lot of relogs yesterday saying "last day!" and I just want to say it is very much not too late.