Espresso

Sign in Subscribe

LLM

DeepSeek’s mHC Architecture Boosts LLM Efficiency, OpenAI Enters Hardware with AI-Pen, and A-QCF-Net Clears FDA Threshold for Tumor Segmentation

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

React RCE CVE-2025-55182 Exploited by Botnets, BlackForce MFA Kit Emerges, Azure Linux Patched, AI Pen-Tester Artemis Rises

React RCE CVE-2025-55182 Exploited by Botnets, BlackForce MFA Kit Emerges, Azure Linux Patched, AI Pen-Tester Artemis Rises

TL;DR * CVE-2025-55182 Patched in React Server Components After 137,200 IPs Exposed to RCE via Flight Protocol * BlackForce Phishing Kit Sold on Telegram for €200–300 Uses Legitimate React Code to Bypass MFA Detection * Microsoft Azure Linux Affected by CVE-2025-49177 XFixes Extension Vulnerability Enabling Remote Code Execution * AI Agent

Google, Moonshot, TransferEngine, DeepSeek Unveil AI Powerhouses, Redefining Scale and Speed

Google, Moonshot, TransferEngine, DeepSeek Unveil AI Powerhouses, Redefining Scale and Speed

TL;DR * Google Unveils Ironwood TPU: 9,216 Chips, 192 GB HBM3E, 42.5 ExaFLOPS for AI Training & Inference * Moonshot AI Launches Kimi K2 Thinking, a 1‑T Parameter Open‑Source LLM with 256K‑Token Context and 61 Layers * TransferEngine Opens New Era of Cloud‑agnostic Inference: 400 Gbps