Blueprint embeds explainability into AI systems from the ground up
Researchers propose a modular multi-agent framework, SoS-ML, that generates evidence-based explanations from internal model representations rather than post-hoc justifications.
Tag: multi-agent systems
AI agent brings fast, edge-deployable maintenance intelligence to wind turbines
Researchers have built a MetaGPT-based multi-agent AI framework that combines mix-augmented generation with activation-aware weight quantization to deliver fast, accurate ...
AI Agents That Debate Grades: New System Scores Essays Trait by Trait Without Training
A new multi-agent AI system called MATE uses specialized debating agents and a coordinating agent to score essays across multiple ...
Fuzzy AI Agent Spots Hospital Resource Crises Hours Before Standard Scores
A new fuzzy multi-agent framework continuously assesses hospital resource health and detected simulated degradation about 69 hours earlier than a ...
Multi-agent framework evaluates factual narratives in 100 legal consultations
A diagnostic study of 100 de-identified legal consultations found that multi-agent AI generated usable but variably evaluated factual narratives, with ...
AI Learns From a Model Teacher to Keep Multi-Microgrid Frequencies Stable
A new MARL framework guided by MPC expert knowledge achieves coordinated frequency control across interconnected microgrids, with pass rates up ...
AI Agents Now Hack Systems Autonomously in Landmark Cybersecurity Study
A new multi-agent AI framework called PentestMCP autonomously conducts full penetration testing campaigns, achieving up to 87.2 percent success in ...
AI Agents Learn to Read Power Grid Alarms and Catch Faults in Milliseconds
A multi-agent AI system combining large language models, knowledge graph embeddings, and collaborative agents reads power grid alarm rules, recognizes ...
Shepherding robots herd swarms without talking to each other
Researchers in Japan have developed a communication-free shepherding algorithm that lets multiple steering agents guide passive flocks using only local ...
How Robot Teams Learn to Outsmart Adversaries: Inside the New Science of Cooperative Control
A new editorial in Frontiers in Control Engineering surveys how game theory, graph neural networks, and heterogeneous robot teams are ...
-
Mothers who receive childcare support from maternal grandparents show more parental warmth, finds NTU Singapore study
-
University of Seville Breaks 120-Year-Old Mystery, Revises a Key Einstein Concept
-
Bee body mass, pathogens and local climate influence heat tolerance
-
Researchers record first-ever images and data of a shark experiencing a boat strike
-
Groundbreaking Clinical Trial Reveals Lubiprostone Enhances Kidney Function
Embark on a thrilling journey of discovery with Scienmag.com—your ultimate source for cutting-edge breakthroughs. Immerse yourself in a world where curiosity knows no limits and tomorrow’s possibilities become today’s reality!