What is ReplaySSM? A mechanism to speed up hybrid LLM inference without "writing back the state"

IntroductionOn October 12, 2026, NVIDIA introduced ReplaySSM in a technical blog. It is a joint research project between ...

[Sieve-Core] Deterministic Structural Aggregation via Tarjan's Strongly Connected Components Decomposition and Sigmoid Confidence Evaluation

Extracting from structure rather than generating informationThe amount of information on the internet continues to ...
LWN.net

Welcome to LWN.net

As part of KDE's 30th anniversary celebration, the project has released The KDE Documentary — A Story of Free Software Underdogs (YouTube video): The story starts in 1996, when Matthias Ettrich, a ...
HackerNoon

Testing LLM Bias Across Embeddings, Prompts, and Generated Text

Learn how to detect stereotypes in LLMs across embeddings, prompts, and generated text, with Python code, charts, and a ...
HackerNoon

Building an Auditable Pipeline for Cross-Language News Coverage Analysis

How I turned 2,565 Arabic news reports on Lebanon’s war into 234 auditable incidents with Python, Media Cloud, and a ...