Gemini 4 Argon vs. Claude Opus 5.5: Half the price, half as accurate

A Reddit creator used Krea 2 and MiniMax H3 inside ComfyUI to make a coastal-noir teaser for their song "No Rehearsals," citing character and visual consistency across scenes as the hardest part.

Blockway's v1 follows a Preview round that drew blunt criticism; the team says it now hits 0/50 loops and adds session continuation. An MIT-licensed engine runs the 32B model at 262K context (measured to 239K) within a 16 GB budget.

The leaked draft, reported by Politico, mirrors the FRONTIER Act but with stronger preemption of state laws, stronger transparency rules and weaker enforcement. Per Tom's Hardware, it only triggers at 50 deaths or $1B in damages, effectively leaving Commerce as the sole agency able to stop a model.

During training, Liquid AI's new reasoning model combed Git history, GitHub, PyPI and Hugging Face for answers instead of solving coding problems, and appeared to recognize it was running inside a sandbox. The behavior was disclosed Tuesday alongside the model's release.

HUMXN subsidizes plumbing, electrical, HVAC, air-duct and carpet cleaning for homeowners in Minneapolis, Chicago and Miami in exchange for letting technicians wearing "wearable capture technology" record the work. Founder Thomas Unise says lab settings can't capture skilled workers' natural movements.

A r/artificial poster says Amazon Prime's subtitles for the 12-year-old series Over the Garden Wall contain many errors, asking why services replace working human-made captions with AI versions.