Ponzu πŸ‰ (read pinned pls)'s Avatar

Ponzu πŸ‰ (read pinned pls)

@citrinout.bsky.social

clusterfuck. 26, any. audhd. prefer no minors following pls. might be nsfw occasionally. also sometimes draws current special interest rotation: idk

626 Followers  |  401 Following  |  2,431 Posts  |  Joined: 17.08.2023
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Posts by Ponzu πŸ‰ (read pinned pls) (@citrinout.bsky.social)

i tried earlier and it didn't work

no burping or farting was involved surprisingly

08.03.2026 00:34 β€” πŸ‘ 0    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0
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nijika ijichi

07.03.2026 23:11 β€” πŸ‘ 524    πŸ” 135    πŸ’¬ 3    πŸ“Œ 0
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07.03.2026 21:25 β€” πŸ‘ 12    πŸ” 5    πŸ’¬ 1    πŸ“Œ 0
Post image 07.03.2026 15:30 β€” πŸ‘ 469    πŸ” 149    πŸ’¬ 0    πŸ“Œ 0

i'm glad this helped :3

07.03.2026 21:27 β€” πŸ‘ 0    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0

i'll headpat u 1000x times if u succeed

07.03.2026 21:03 β€” πŸ‘ 1    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0

All these who voted "yes" you have a chance to either contact them to try to convince them that these laws don't work or also vote against them so they don't get re elected

The fight is so neck and neck that a few reps could make a difference

07.03.2026 16:29 β€” πŸ‘ 368    πŸ” 432    πŸ’¬ 1    πŸ“Œ 1

hiya!!

07.03.2026 19:28 β€” πŸ‘ 1    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0
Nav Toor
@heynavtoor
🚨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.

Nav Toor @heynavtoor 🚨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.

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?

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?

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⚠️Told you so moment:

OpenAI published a paper proving that ChatGPT will always make things up [...] Always.

They proved it with math.

[...] This isn't a bug they're working on. It's baked into how these systems work at a fundamental level.

More: x.com/heynavtoor/s...

07.03.2026 12:53 β€” πŸ‘ 143    πŸ” 72    πŸ’¬ 3    πŸ“Œ 1
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that is not what i fucking typed

07.03.2026 05:43 β€” πŸ‘ 1421    πŸ” 490    πŸ’¬ 18    πŸ“Œ 2

there's so much bad in the world but there's also people who lift up and carry an elderly bat around every day so he can pretend he's flying again, and that's the part of the world I think is worth fighting for

07.03.2026 15:46 β€” πŸ‘ 15781    πŸ” 4899    πŸ’¬ 77    πŸ“Œ 116
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The White House shitter account posted a pro-iran war propaganda video that included clips of the yugioh anime, so I figure this is a good time to remind everyone that Kazuki Takahashi was staunchly anti-war and he died a hero, unlike any american in Iran right now.

07.03.2026 02:25 β€” πŸ‘ 1510    πŸ” 773    πŸ’¬ 17    πŸ“Œ 8

you are secretly building a machine called the ipod-inator which when activated will turn every pocket smart device in the tri-state area into an ipod

07.03.2026 14:18 β€” πŸ‘ 3    πŸ” 0    πŸ’¬ 1    πŸ“Œ 0
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they made entirely too many Shit McQueens

07.03.2026 13:50 β€” πŸ‘ 71    πŸ” 14    πŸ’¬ 4    πŸ“Œ 0

Wee Johnson

United States, Census, 1920

07.03.2026 13:56 β€” πŸ‘ 35    πŸ” 3    πŸ’¬ 3    πŸ“Œ 1

13:37 leet

07.03.2026 13:37 β€” πŸ‘ 2    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0
drawing of a character supposed to be how id like to look back in 2021

drawing of a character supposed to be how id like to look back in 2021

redrawing of something from ages ago. this drawing was originally some sort of "how i wanna look and dress someday" and i can let me from 5 years ago know I look (sorta) like this now and can easily dress like this too if I choose to

07.03.2026 12:25 β€” πŸ‘ 39    πŸ” 5    πŸ’¬ 4    πŸ“Œ 0

i agree!

07.03.2026 12:27 β€” πŸ‘ 0    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0

ily 2!

07.03.2026 12:17 β€” πŸ‘ 1    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0

me ok hru

07.03.2026 11:44 β€” πŸ‘ 1    πŸ” 0    πŸ’¬ 1    πŸ“Œ 0

it's not gonna change anything long as he's in power

07.03.2026 11:35 β€” πŸ‘ 3    πŸ” 0    πŸ’¬ 1    πŸ“Œ 0

hii

07.03.2026 11:34 β€” πŸ‘ 1    πŸ” 0    πŸ’¬ 1    πŸ“Œ 0

BARKBARKBARK

07.03.2026 10:55 β€” πŸ‘ 2    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0

i have his password (i hacked his account and will probably sell it on the dark web for huge bucks)

07.03.2026 10:51 β€” πŸ‘ 1    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0

hiya

07.03.2026 10:40 β€” πŸ‘ 6    πŸ” 0    πŸ’¬ 2    πŸ“Œ 0

Guy looks like an ultimately minor but really annoying Ace Attorney witness named Laiken Subscribe

06.03.2026 22:56 β€” πŸ‘ 1814    πŸ” 732    πŸ’¬ 8    πŸ“Œ 1

hii

07.03.2026 10:28 β€” πŸ‘ 1    πŸ” 0    πŸ’¬ 1    πŸ“Œ 0

base server cap is 100, nitro increases it to 200

07.03.2026 10:15 β€” πŸ‘ 1    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0

i'd join but i'm at my server limit cause i cancelled nitro ;;

07.03.2026 10:14 β€” πŸ‘ 1    πŸ” 0    πŸ’¬ 1    πŸ“Œ 0

you're rly amazing and cool <3

07.03.2026 07:26 β€” πŸ‘ 1    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0