AI demand is inflating GPU prices, squeezing consumer supply, and fueling counterfeit RTX cards, creating structural risk for self-hosted inference.
Bolt Graphics is seeking $100 million to develop Zeus, a GPU aimed at competing with Nvidia and AMD beyond AI workloads. The source includes no technical specifications, but the move signals an attempt to build a third hardware pole. Success will dep...
The RTX 5060 Ti 16 GB reaches $1,292 in Japan with increases up to 144%; the RTX 5080 passes $2,400. More than a gaming issue, it signals VRAM demand contested by local LLM inference. Final prices challenge the TCO of self-hosted nodes and push a rev...
A Reddit rumor points to an RTX 5080 with 24 GB in Q1 2027, but board partners still lack details. For local LLM inference, VRAM is the key constraint. The information vacuum slows integrators and self-hosted system builders, while cloud vendors rema...
A buyer paid $350 for a broken RTX 4090, only for a technician to find a fake GPU die and swapped memory. The scam, documented by a Russian repair specialist, uses sophisticated dummy PCBs. For anyone building on-premise LLM infrastructure, the episo...
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...
