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

MSLTChain: A Trust Model Based on the Multi-Dimensional Subjective Logic for Tree Sharding Blockchain System

Abstract: Sharding is a popular technology for blockchain systems that addresses scalability while ensuring security and decentralization. However, there are still many issues. Firstly, the existing ...

Tech Wrap Dec 5: Apple App Store Awards, Motorola Edge 70, HMD 100 and 101

Apple announces 2025 App Store Award winners. Motorola's ultra-thin Edge 70 to launch soon. HMD 100 and 101 phone. Samsung ...
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 ...
openaccessgovernment

Decoding Ukraine’s naval victories: A logic model approach

This article introduces the Black Sea Battle Lab (BBL) logic model, a framework designed to trace how Ukraine’s operational responses to Russia’s invasion link strategic pressures to measurable ...