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@rybinfx @zekramu @antlionai compilers transfer high level language into low level machine code.
LLMs transfer natural language into source code, the new "low level".
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@rybinfx @zekramu @antlionai does this help?
compared to compilers, a prompt + context's embedding vector is analogous to an IR for the source code being generated, as it's usually the last step before being decoded into syntax.
therefore, we already have a vibe language.

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GitHub is one of the best software companies of all time. 💚
GitHub@github
We are investigating unauthorized access to GitHub’s internal repositories. While we currently have no evidence of impact to customer information stored outside of GitHub’s internal repositories (such as our customers’ enterprises, organizations, and repositories), we are closely monitoring our infrastructure for follow-on activity.
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A neural network can begin as a flat sheet and learn the shape of hidden data
A self-organizing map turns learning into geometry. Each data point pulls one winning neuron toward it, but nearby neurons move too, and so the whole lattice bends without losing its neighborhood structure.
The strange part is that the network is not given the roll shape. It discovers the shape through competition and local cooperation.
Paper: Self-Organized Formation of Topologically Correct Feature Maps
Authors: Teuvo Kohonen
Year: 1982
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Ghostty 的 Liquid Glass 效果用上了
————————————
background-opacity = 0.0
background-blur = macos-glass-clear
macos-titlebar-style = transparent
Lex Tang@lexrus
Ghostty can be a floating Liquid Glass panel above your movie. ———————————— background-opacity = 0.0 background-blur = macos-glass-clear macos-titlebar-style = transparent
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VERCEL GOT HACKED
ShinyHunters - the group behind the Ticketmaster breach - is selling Vercel's internal database for $2M on BreachForums
here's why every developer should care:
- they have NPM tokens and GitHub tokens
- Vercel owns Next.js - 6 million weekly downloads
- one malicious push = global supply chain attack
- Vercel confirmed the breach today, April 19
- they literally DMed the hackers on Telegram asking them to stop
rotate your env variables RIGHT NOW


Vercel@vercel
We’ve identified a security incident that involved unauthorized access to certain internal Vercel systems, impacting a limited subset of customers. Please see our security bulletin: vercel.com/kb/bulletin/ve…
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