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1-Bit Bonsai Image 4B Image Generation for Local Devices

Introducing 1-bit and Ternary Bonsai Image 4B: Image Generation for Local Devices Today we’re releasing Bonsai Image 4B, a family of compact image-generation models designed to run high-quality diffusion inference on local hardware: from laptops to phones. Bonsai Image 4B comes in two variants: - 1-bit Bonsai Image 4B uses binary {−1, +1} transformer weights with an FP16 group-wise scaling factor, giving 1.125 effective bits per weight. It targets maximum compression and is the right fit...

Hacker News 10d ago

strace-ui, Bonsai_term, and the TUI renaissance

We’ve always found strace useful but somewhat hard to work with. Its output is often inscrutable, it’s hard to follow subprocesses or threads, and if you want to filter syscalls you have to rerun the trace with a flag for each one. What you want in debugging is a tool for exploring, refining, etc., but strace can make this difficult.

Hacker News 8d ago

Bonsai: Compiling Queries to Pruned Tree Traversals

Announce Type: replace Abstract: Trees can accelerate queries that search or aggregate values over large collections. They achieve this by storing metadata that enables quick pruning (or inclusion) of subtrees when predicates on that metadata can prove that none (or all) of the data in a subtree affect the query result. Existing systems implement this pruning logic manually for each query predicate and data structure.

arXiv CS 5d ago

Power ranking the top 5 weirdest things left in Ubers from breast milk to a picture of Donny Osmond

There are few things as bad as the sudden onset, Louisville Slugger to the back of the head-like panic when you realize you left your wallet, phone, or keys somewhere, and one of the premier places to lose something is in the back of an Uber. But imagine the panic that would come with misplacing something that would then require you to do a hell of a lot of explaining afterward. Uber released its 2026 Lost & Found Index, which talks about the most frequently forgotten items in rideshare...

Fox News 7d ago

I design with Claude more than Figma now

For a long time I was skeptical of LLMs—whenever I reached for them I was disappointed by the results. Last year I tried Copilot and Cursor to tweak a game I’d built, and neither generated working changes. At a previous job I tried Gemini to outline product briefs and generate wireframes, but ended up throwing them all away.

Hacker News 3d ago

Rogan tells ‘traitor’ comedians condemning the Kevin Hart roast to ‘F--- all the way off’

Podcaster Joe Rogan called out comedians who are condemning the politically incorrect humor at the Kevin Hart roast, arguing on Friday that they are disrespecting the art of comedy as a profession. The recent roast of Hart made waves for its no-holds-barred jokes that outraged people across the political spectrum. Netflix's recent roast specials have been infamous for jokes about panelists' divorces, dead relatives and numerous other taboo topics.

Fox News 11d ago