DeepSeek’s mHC Architecture Boosts LLM Efficiency, OpenAI Enters Hardware with AI-Pen, and A-QCF-Net Clears FDA Threshold for Tumor Segmentation
TL;DR
* DeepSeek releases mHC architecture, boosting LLM performance by 4.4% on MMLU with 6.27% hardware overhead
* OpenAI acquires io for $6.5B, launching first hardware product—an AI pen—expected in early 2026
* Google Gemini surpasses ChatGPT in daily active users and tokens consumed in Q1 2026