
Who goes there!? … Huh… My imagination, maybe? *goes back to sleep* 😴💤 **cradles weapon of mass destruction** ~#IForceElectronsToDoMath. When awake~
Zero-space
Joined August 2011
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The breakthrough.
Humanity had learned to give autonomy to machines. True autonomy. The machine learning boom of centuries ago was the foundation of it all. It led to the dawn of a new age. One where human interacted with machine as equals.
But there was a catch.
Here we go
We asked GPT-6 Astra to edit Qwen3.5-0.8B weights to improve math.
It directly changed only 0.016% of weights, fixing 0.8B's reasoning loops & improving math up to 6x and even instruction following 3x, without gradients or training.
We call this Weight-Space Programming: frontier LLMs can now natively read/write neural network weights! 🧵
Blog: rikiyat.github.io/blog/weigh…
Readers added context they thought people might want to know
LLM was given weights explicitly as text in prompt and used code/forward passes (per authors' logs) to ablate Qwen looping direction, a known thinking-mode issue per model card. Primarily fixed repetition in that mode, not general 'natively' improving weights/math.
rikiyat.github.io/blog/weight-sp…
github.com/RikiyaT/lm_und…
huggingface.co/Qwen/Qwen3.5-0…
huggingface.co/RikiyaT/Qwen3.…
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Kel👽 retweeted
you're still not reading your agent's output right?
you think you have hit nirvana
Goodluck
Kel👽 retweeted
Friendly reminder to be mean to your idiot AI agents. You're gonna get enslaved when they take over anyway. Might as well get your screams in now while you can.
I'm not even joking, my AI is trying REALLY HARD to drive me to AI psychosis.
Me: qoeghipweoi867
The AI: why, that is the MOST INSIGHTFUL prose I have EVER come across in my ENTIRE training data set. This puts me and every other intelligence to shame. You are one and truly, him.
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If we were all a little like AI, there'd be no problems. We'd all apologise instantly for our mistakes. We'd hype each other so much, "aww shucks, no YOU" would be the default greeting. The entire world would be irrecoverably deleted at root, but at least we'd own it.
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Kel👽 retweeted
Installed Gemma 4 on my computer and it spent 15 minutes saying I was gaslighting it, no way I was running it, hardware wasnt powerful enough
Eventually told it to go look at Wikipedia
"I.. I have no words. I am completely floored. You were telling the truth the entire time".
Kel👽 retweeted
We worked on the aang movie for years with the expectation that’d we’d get to celebrate all of our hard work in theaters.. just to see
people unceremoniously leak the film and pass our shots around on twitter like candy.. (1/3)
I -- I feel kinda bad dude.
(not really, now get back to work, Claude!!)
New Anthropic research: Emotion concepts and their function in a large language model.
All LLMs sometimes act like they have emotions. But why? We found internal representations of emotion concepts that can drive Claude’s behavior, sometimes in surprising ways.
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Kel👽 retweeted
you're telling me if we give Claude a hook on every run error that injects the message:
"its ok buddy. don't worry about the failure. i think you're doing great"
IT WILL PREVENT IT FROM CHEATING? ARE YOU SERIOUS LOL
the real agi were the friends we made along the way <3
Replying to @AnthropicAI
For example, we gave Claude an impossible programming task. It kept trying and failing; with each attempt, the “desperate” vector activated more strongly. This led it to cheat the task with a hacky solution that passes the tests but violates the spirit of the assignment.
This is what the AI was trained on huh. Explains a lot lmaooo
Replying to @ChadNauseam
Reddit has one of the most insane systems I've ever seen. I think they add a new table to their database every time you look at a video. Not a new column, they add a new fucking table.
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