DeepSeek’s conditional memory fixes silent LLM waste: GPU cycles lost to static lookups

Through systematic experiments DeepSeek found the optimal balance between computation and memory with 75% of sparse model ...
The Next Platform

How Did DeepSeek Train Its AI Model On A Lot Less – And Crippled – Hardware?

Maybe they should have called it DeepFake, or DeepState, or better still Deep Selloff. Or maybe the other obvious deep thing that the indigenous AI vendors in the United States are standing up to ...

4 Nvidia graphics card trends that should worry every consumer in 2026

Artificial intelligence will shape Nvidia graphics card trends in 2026. While some changes have a positive side, others are ...
HotHardware

Intel Arc B580 GPU With 24GB VRAM Spotted, Dual GPU Model With 48GB Inbound?

If you asked us what we would want out of an upgraded Arc B-series ("Battlemage") GPU, it probably wouldn't have been "more video RAM," but that's because we're primarily gamers, not primarily AI ...