yes, the beauty is in the model architecture. suppose that model X has 3B params and Y has 100B.
when both are trained on the similar data, they could both perform well. the diff is in the space used to capture and hold the information. Y (sparse) uses more than X(compact).
WHAT THE HELL is happening in AI?
A 3B parameter model just put up coding benchmark scores in the same league as Claude Opus 4.5.
3 BILLION.
The weights are on Hugging Face, anyone can test it.
I genuinely don't know if this is a breakthrough or if the benchmarks are broken.
- Drafted a blog post
- Used an LLM to meticulously improve the argument over 4 hours.
- Wow, feeling great, itโs so convincing!
- Fun idea letโs ask it to argue the opposite.
- LLM demolishes the entire argument and convinces me that the opposite is in fact true.
- lol
The LLMs may elicit an opinion when asked but are extremely competent in arguing almost any direction. This is actually super useful as a tool for forming your own opinions, just make sure to ask different directions and be careful with the sycophancy.
IBM just released Granite 4.0 1B Speech, a compact and efficient speech-language model, designed for multilingual speech recognition and bidirectional speech translation. New #1 on the OpenASR leaderboard!
It can even run in your browser on WebGPU, thanks to ๐ค Transformers.js
i built a todo list app and integrated the ai/ml model - the live demo uses onnx web runtime.
when setup locally, you can also run a local server that exposes the model via a Flask API.
Voice is cool, but text is still the fastest way to think, command, and build with AI.
Some thoughts on UX, speed, and preference for most interactions with AI ๐
https://t.co/7WJhxMz0LS
before you upload that file to a server-based tool (for background removal, audio/video conversion, image-to-text OCR), try i๐Media - a collection of powerful media utilities that run entirely in your browser.
๐ https://t.co/l7pJaa1pgv
๐ฅ Just shipped: worstcase - a javascript complexity analyzer!
Automatically detects O(nยฒ) loops, memory leaks, and performance bottlenecks in your JS code - no pattern matching, pure AST analysis.
๐ฆ npm install worstcase
https://t.co/VqYTkUbvJp
๐ Just released "JavaScript Complexity Analyzer" for VS Code!
See Big O complexity directly in your editor with inline decorations. Supports JS, TS, JSX, and TSX files.
โจ Real-time analysis
โก Zero config setup
๐ Completely free
https://t.co/0VFImbNl62
@cory_laviska@shadcn@webawesomer@shoelace_style not a shadcn theme but rather every ui component packaged as a web component that can be lazy-loaded. just like how shoelace/webawesome works.
the shift from an open-source & free shoelace library to webawesome with paid components made it hard to build anything on top of it.
We need @shadcn ui as a web components library ๐
The design system is incredible, but being React-only limits its reach. Imagine those beautiful, accessible components working across vanilla JS, Vue, Svelte, Angular...
Nice post! Been building an automated Big O complexity analyzer for JavaScript code.
>uses pattern matching to detect common complexity patterns.
>built a demo with Monaco Editor integration where you can paste JS code and get real-time complexity analysis for each function.
โจ Big O โจ
Let me take you on a visual introduction to what big O notation is in my new blog post: https://t.co/Nt1jDSRTY8.
With big O notation you can better understand how algorithms will perform, finding orders of magnitude improvements with very simple changes to your code
when the javascript program grows(1k+ lines), the editor is a mess with long & many complexity results.
so i add an option to follow standard protocols - drop all coefficients. O(2n) becomes O(n) and O(32) = O(1)
๐ง What if your editor could warn you about O(nยฒ) algorithms in real-time?
Built exactly that. No hardcoded patterns - pure code structure analysis.
30-second demo showing nested loops, recursion, and built-in method complexity ๐
๐ฅ Just shipped: worstcase - a javascript complexity analyzer!
Automatically detects O(nยฒ) loops, memory leaks, and performance bottlenecks in your JS code - no pattern matching, pure AST analysis.
๐ฆ npm install worstcase
https://t.co/VqYTkUbvJp