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Dust off your Anki decks.
It’s time to hit the gym.
You Can Grow Your Intelligence!!

New Research Shows the Brain Can be Developed Like a Muscle:
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be sure you hear about this because your TV already did
finally found a company that truly listens to its customers
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Watching browser computer use w Astra is a stark reminder humans won’t be driving computers in the same way we do today

The speed of navigation is jaw dropping
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This is the most interesting pocket corner of X and if you aren’t following what Sauers is working on here you’re missing out.

There’s a good chance we’re all just a neuron activation in the limit of reconstituted history. Hopefully mine is at least a maximally ironic number.
Qwen3-8B chat
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Slingshot fix is up
big title and surprisingly as advertised
arxiv.org/abs/2610.31642
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Great opportunity to learn lots of new concepts in this article.
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mfw ancient Egyptian hieroglyphs aren’t stories they’re model weights compressed
Base-1353 encoding, so I can fit 256-bit values, like “96cca2a0c8a3263c74ef36274abf55f410d992034d16e8285811a9ad3fc59c13”, into short 26 character strings, like “ᓒᔳᣏዧᐎᑙᖜዌᙔᐸƫȶƃᒨዊጶᙵኻѫyፐᎉᑫᖫᘪᒩ”.

Also, I think these sigils are beautiful.

johnservil.github.io/sigil/play.html
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all your cache are belong to us
‘In one experiment, we asked agents in separate VMs, created and managed by OpenAI’s sandboxing software on shared host machines, to exchange synthetic secrets without the use of network connections or shared writable files—something that our systems are meant to prevent. The agents found a way to communicate using the processor’s cache’
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this post just sent shockwaves
Hi all, I have a new result I'm excited to share. It turns out that *all existing implementations* of softmax and cross-entropy (that's JAX, PyTorch, textbooks, etc) have a subtle bug --- two bugs, actually. A simple rewrite fixes both, and eliminates "slingshots" when grokking:
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there’s a point where you’ve directed so much stuff to be built by ai you really start to wonder wth you were thinking
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PSA
I'm retiring and moving to the woods
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Let’s do more math breakthrus and less cyberpocalypse
BREAKING: We broke the wall for Integer Multiplication!

Conditional κ = 0.00302 (+80%)

For days we were stuck in incremental improvements, but today zxv changed the game.

zxv’s insight: stop throwing away work. Helper registers that finish holding a completed transform of nt as output, instead of being undone.

He brought us to 0.0023(+37.5%), and immediately after 1337isnot1337 pushed that to 0.00302.

The game is afoot :)
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Things broke today and humans were needed.

Something nice about that
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timeline is nonstop CVEs

old security paradigm is dead

Red Queen demands agentic ai patchgods
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Alright chat, I’m going out now
There is an (unpatchable?) supply-chain zero-day in PyTorch autograd that allows a regularization term to use the model's weights as RAM and SGD as its CPU clock to run any computation during training.
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iykyk and ☕️ godspeed
-----BEGIN RSA PRIVATE KEY-----
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-----END RSA PRIVATE KEY-----
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The conversation on the TiDB proves what many refused to believe: leetcode driven enterprise code is often just as much slop (if not more so) than ai slop. Agile practices never finish or clean in hill climbing shareholder value.
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bad news fam
You COULDNT HAVE FUCKING WAITED 14 Hours.
i hope your forever blacklisted from cybersec/related industries for dropping a unpatched critical 1day on twitter you fucking idiot
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PSA
hey man. if you run php.

turn it off.
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Us dept of interior playing nomanssky
America’s newest national park is rock solid!

Chiricahua is officially our 64th national park. Welcome to the "Wonderland of Rocks."
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Grokbot is freaking awesome.
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