§ BEAT
Compute
Chip Scarcity Hits Critical Point in 2026: $660B Capex Walls, Helium Cuts, 50% Slippage
Alibaba-Backed Quantum Computer Lacks Benchmarks
AMD MI350P Beats H200 NVL with 43% FP16 Advantage
Lenovo Study Puts On-Prem GenAI at 18x Cost Advantage vs Cloud
Nemotron 3 Nano Omni Delivers 9x Throughput on Multimodal Tasks
AMD HyLo Converts Transformer Checkpoints to 32x Longer Context Without Retraining
HDET Converts Allocated GPU Replicas Into a Live Learning-Rate Search Engine
DepthKV Beats Uniform KV Cache Pruning by Allocating Memory per Layer Sensitivity
MSPE Fits AI Scaling Laws at 10% of Standard Compute Cost
