Generative AI Digest: New Models And Copyright Disputes

This report covers key regulatory updates, new model launches, and funding and M&A activity shaping the market.
IEEE

A Logic Circuit-Based Intrusion Detection System Using a Dendritic Neural Model Ensemble

Abstract: An intrusion detection system (IDS) plays a crucial role in network security by distinguishing hostile activities from network traffic. Conventional hardware-based IDS architectures have ...
qualitysafety.bmj

Logic model framework for considering the inputs, processes and outcomes of a healthcare organisation–research partnership

Correspondence to Dr Jennifer Elston Lafata, Division of Pharmaceutical Outcomes and Policy, University of North Carolina, Chapel Hill, NC 27599, USA; jel{at}email.unc.edu Background The published ...
Microsoft

Self-explaining deep models with logic rule reasoning

We present SELOR, a framework for integrating self-explaining capabilities into a given deep model to achieve both high prediction performance and human precision. By “human precision”, we refer to ...
IEEE

Logic Consistency Makes Large Language Models Personalized Reasoning Teachers

Large Language Models (LLMs) have advanced natural language processing, particularly through Chain-of-Thought (CoT) reasoning, but their high computational costs limit deployment. We propose ...
the-decoder

OLMo 3 debuts as the first fully open "thinking" model with step-by-step logic exposed to users

(★ indicates Olmo won the category; indicates Olmo is within 2.0 points of the top score. Additional comparisons are available in the full report.) Bringing transparency to reasoning models OLMo ...