Capital Goods

Uncover how CrofAI allegedly routed users to cheaper, inferior AI models while charging premium prices, and why its sudden shutdown left many developers scrambling.

Explore how to cut costs on local LLM hosting: second‑hand hardware hacks, GPU “tech tourism,” Koboldcpp 1.121 tips, VRAM tricks, and privacy‑first training insights.

Explore the latest Qwen 3.8 27B optimizations: ByteShape’s high‑speed ShapeLearn GGUF quantizations and UkisAI’s Swift‑Qwen3.8‑27B token‑reduction, plus real‑world performance trade‑offs and hallucination insights.

Explore NVIDIA’s new RTX PRO 5500, Blackwell‑based GPU with 84 GB GDDR7, and what it means for memory‑hungry professionals and pricing debates.

Run Alibaba’s Qwen3.8‑Flash‑Next locally on an RTX 4070 and boost token speeds up to 20 t/s with MTP and 4.27 bpw quantization—learn how open‑weight models reshape AI deployment.

Scarcity of NVIDIA RTX 5090 drives secondary prices to $9,500, spurred by AI demand and limited supply. Discover why gamers face steep hikes and what alternatives exist.

New Aurora1.0‑150M: a lightweight 150‑M LLM rivaling GPT‑2‑Small, built in ~2 hrs for $55, fast on modest hardware—ideal for niche fine‑tuning.

Supply slumps and price spikes hit NVIDIA RTX 5090, leaving LLM pros scrambling for high‑VRAM GPUs while resale values soar and drivers improve.

Explore NVIDIA’s new RTX PRO 5500 Blackwell: 84 GB of VRAM, unique cooling, and professional performance gains that could reshape workstation GPU workloads.

Learn how new KV‑Cache compression and Engram tech could drop 30B‑model VRAM to 20‑32GB, cutting hardware costs and boosting LLM deployment.