Hydra

Researchers propose EntMTP, a training-free scheduler that dynamically adjusts multi-token prediction depth based on local entropy, achieving up to 1.36x speedup over Medusa baselines in LLM inference…

Strands Labs released Simple Strands Agent (SSA), a minimal autonomous coding harness that achieves state-of-the-art results on SWE-Bench Verified, SWE-Bench Pro, and Terminal Bench 2 across 21 models…

The article explains that traditional centralized Security Operations Centers (SOCs) are failing due to latency and data volume, necessitating a shift to distributed, autonomous systems. It introduces…