If you have ever tried to minimize a function with gradient descent, you probably noticed that some functions are a joy to optimize and others are a nightmare. The difference often boils down to two properties: strong convexity and L-smoothness. These two concepts define a “sandwich” of quadratic bounds around your function that tells you exactly how well-behaved it is. If the sandwich is tight, life is good. If one slice of bread is missing, things get ugly fast.
Immigration lawyers say the change could impact a wide swath of people and marks an escalation in the administration’s efforts to curtail legal migration.
66 pointsby michaelsbradley151 days ago48 comments
Build non-destructive image pipelines with 79 composable nodes. One graph produces every color variant, every format, every export, automatically. Free native desktop app for Windows, macOS, and Linux.
435 lessons. 20 phases. Write the backprop, the tokenizer, the attention mechanism, and the agent loop by hand before any framework gets imported. Python, TypeScript, Rust, Julia.
Today we're shipping two updates focused on supply-chain security for npm: Staged publishing is generally available. New --allow-* install source flags (--allow-file, --allow-remote, --allow-directory) complement the existing --allow-git flag. Both…
B.E.A.R. is a political issues committee (PIC) organized by Box Elder residents to stop the Stratos Project Data Center. This project moved forward with far too many unanswered questions around water, power, cost, and transparency. Our referendum is about restoring accountability and giving Box Elder voters a real say before irreversible decisions are made.
A new study of TikTok’s algorithm reveals a distinct political imbalance. During the 2024 election, the platform consistently exposed users to more conservative and anti-Democratic videos, regardless of their initial political interests or engagement habits.