Consumer GPUs face supply uncertainty and counterfeit units as Nvidia reportedly prioritizes AI/workstation parts, while Chinese GPU makers confront export restrictions.
Biren Technology is targeting the BR20X GPU for AI systems up to 1,024 chips, according to Yicai. US restrictions, however, are slowing mass production for the cloud. The analysis explains why this scale jump is not just a hardware challenge: it affe...
Counterfeit RTX 4090s that are almost indistinguishable from genuine parts during visual inspection and initial software tests are turning consumer GPU purchases for on-premise LLM inference into a structural risk. The damage goes beyond replacement ...
Reports point to new counterfeit RTX 4090 cards with GPUs and memory nearly indistinguishable from original chips. For teams building self-hosted LLM infrastructure, uncertified hardware introduces uncertainty around performance, stability, and TCO. ...
According to reports, Nvidia has suspended production of the GeForce RTX 5090 to focus capacity on AI data center and professional GPUs. The move signals a clear industrial priority: accelerated computing margins outweigh gaming margins. For self-hos...
According to an unconfirmed report, NVIDIA may stop the GeForce RTX 5090 and allocate GB202 chips to the RTX PRO series. If true, the shift would reshape the self-hosted GPU market, affecting high-VRAM options for local LLM inference and pushing team...
