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Superminds Test: Can Collective Intelligence Emerge from a Society of 2 Million AI Agents?
A research team conducted the first empirical evaluation of collective intelligence in a large-scale...
From Skills to Talent: Organizing AI Agents Like Managing a Company
New research proposes a framework for managing heterogeneous agents according to real-world enterpri...
CognitiveTwin: Using Digital Twins to Predict Cognitive Decline in Alzheimer's Disease
A research team has introduced the CognitiveTwin framework, which leverages multimodal digital twin ...
AgentSearchBench: The First AI Agent Search Benchmark Arrives
A research team has released the AgentSearchBench benchmark, designed to address the challenge of fi...
'Background Temperature' Concept Reveals Hidden Randomness in Large Language Models
Researchers introduce the concept of 'background temperature,' formally quantifying the phenomenon w...
When Does LLM Self-Correction Actually Work? A New Cybernetics Framework Offers a Diagnostic Formula
Researchers model LLM self-correction as a cybernetic feedback loop, proposing a concise diagnostic ...
Memanto: Reshaping AI Agent Long-Term Memory with Information-Theoretic Retrieval
A research team introduces the Memanto framework, which solves memory bottleneck problems for long-h...
MolClaw: Autonomous AI Agent Revolutionizes Drug Molecule Screening and Optimization
A research team has released MolClaw, an autonomous intelligent agent that integrates over 30 specia...
Academic Publishing Faces Transformation: AI Research Demands a New Certification Framework
As AI-automated research pipelines generate a growing volume of academic output, researchers propose...
New Testing Framework 'Math Takes Two' Challenges the Authenticity of AI Mathematical Reasoning
A latest arXiv paper proposes the 'Math Takes Two' testing framework, which examines whether languag...
AI Agents Can Reproduce Social Science Research Results Using Only Paper Method Descriptions
A research team developed an agentic reproduction system that automatically extracts structured meth...
Artifact-Based Agent Framework Revolutionizes Medical Image Processing
Researchers have proposed an artifact-based agent framework designed to address the challenges of ad...