New research reveals vast clay deposits at our Rosalind Franklin rover landing site, pointing to a once water-rich Mars and strengthening the search for signs of past life.
Read more: https://t.co/NNkB0NfZS8
@esaspaceflight@esascience
Shipping Python, Node.js, or PHP apps to machines without the runtime installed has been painful for decades.
So I built UBuilder.
No runtime setup. One file. Runs anywhere on the same OS.
Linux, macOS, Windows.
Python, Node.js, PHP.
https://t.co/G8rucsojxO
Introducing SubQ - a major breakthrough in LLM intelligence.
It is the first model built on a fully sub-quadratic sparse-attention architecture (SSA),
And the first frontier model with a 12 million token context window which is:
- 52x faster than FlashAttention at 1MM tokens
- Less than 5% the cost of Opus
Transformer-based LLMs waste compute by processing every possible relationship between words (standard attention).
Only a small fraction actually matter.
@subquadratic finds and focuses only on the ones that do.
That's nearly 1,000x less compute and a new way for LLMs to scale.
This shouldn’t be possible… but it is.
A native GUI file manager built with PHP.
No browser. No Electron. Just PHP.
Feels wrong. Works perfectly.
just:
git clone https://t.co/4LH7vNtWT1
cd ilemanager-phpgui && composer install && php index.php
:)
#php#nativephp#gui
Following up on my PHPxTokyo talk: Swoole is releasing an AOT compiler for source code protection and massive performance improvements.🚀
A preview release (not production-ready) is expected by May 1st.
https://t.co/guybrouTPP
#php#swoole