Capital Goods

ARC‑AGI‑4 unveils a new benchmark for autonomous AI invention, while Hugging Bay launches a censorship‑resistant model hub, reshaping how developers gauge AGI progress.

CMI weighs OpenAI’s Navier-Stokes claim, awaiting rigorous verification and 24‑month review, sparking debate on AI’s role in solving math’s hardest problems.

Compare NVIDIA RTX 5090 vs Apple Mac Studio M5 Ultra for AI workloads—memory bandwidth, compute, power use, and future ASIC trends revealed.

How the Qwen‑27B outperforms Qwen‑Next on tough coding tasks and what it means for local AI development on high‑VRAM GPUs.

Unverified reports claim 96 GB RTX 5090 GPUs on Alibaba cost under $4k—three‑times the VRAM of original cards, but buyers risk losing money on unverified mods.

Explore cost‑effective ways to run Qwen and other LLMs locally—compare 12‑GB RTX 3080, low‑budget Zima Board + ADA GPU, and 24‑GB 7900XTX for best VRAM and speed.

Discover OUI‑1, OpenUI’s fine‑tuned model for fast OpenUI‑Lang UI generation—weights on Hugging Face, new licensing, and local deployment tips.

New browser‑based AI inference hits 30 tokens/second on an RTX 3060, using WebGPU and a 27‑B 1‑bit model—fast, local, no server needed.

AI LLMs now reverse-engineer closed‑source games, adding features like ADS and higher FPS, sparking debate over “vibe coding” vs. manual modding.

Explore the debate over AI benchmarks, hardware limits and economic realities shaping future AI progress—why scaling may hit a costly wall.