Индекс разобранных работ

ComBodied Agents: a New Paradigm of Human-Centric Agentic AI

SWE-Bench ProMax: Benchmarking Agents on Large-Scale Multilingual Code Refactoring

MatrAIx: Simulating the World with 8.3 Billion Persona Agents

DataSpace: Benchmarking Data Agents for Verifiable Analytics over Heterogeneous Workspaces

How Large Language Models Source Brand Reputation Across Languages and Markets

MerchantBench: Benchmarking LLM Agents for Long-Term Coherence in E-Commerce Operations

From RLVR to RLSVR: Task Transformation Induces Self-Verifiable Rewards for Open-Ended LLM Self-Improvement

Qwen-UI-Agent Technical Report: Toward Next-Generation Real-World Centric Foundation GUI Agents

SpecFirst: Behavioral Specification Elicitation as a First-Class Step in Agent-Based Program Synthesis from Scratch

HANDBOOK.md: A Benchmark for Long-Context Agentic Instruction Following

JarvisHub: An Open Harness for Canvas-Native Multimodal Creative Agents

ACM: Agentic Context Management for Long Horizon Tasks

AgentDebugX: An Open-Source Toolkit for Failure Observability, Attribution, and Recovery in LLM Agents

DataFlow-Harness: A Grounded Code-Agent Platform for Constructing Editable LLM Data Pipelines

SearchOS-V1: Towards Robust Open-Domain Information-Seeking Agent Collaboration

Harness Handbook: Making Evolving Agent Harnesses Readable,Navigable, and Editable

MemoHarness: Agent Harnesses That Learn from Experience

Know Before Fix: QA-Driven Repository Knowledge Acquisition for Software Issue Resolution

LightMem-Ego: Your AI Memory for Everyday Life

Metacognition in LLMs: Foundations, Progress, and Opportunities

Critique of Agent Model

The Harness Effect: How Orchestration Design Sets the Token Economics of Enterprise Agentic AI

LLM-as-a-Verifier: A General-Purpose Verification Framework

AutoMem: Automated Learning of Memory as a Cognitive Skill

MCP Server Architecture Patterns for LLM-Integrated Applications

Building to the Test: Coding Agents Deliver What You Check, Not What You Requested

AI translation of literary texts is "fine", but readers still prefer human translations

Orca: The World is in Your Mind

Brain-to-Text Decoding: A Non-invasive Approach via Typing

AgentOdyssey: Open-Ended Long-Horizon Text Game Generation for Test-Time Continual Learning Agents

The Verification Horizon: No Silver Bullet for Coding Agent Rewards

Are We Ready For An Agent-Native Memory System?

SkillOpt: Executive Strategy for Self-Evolving Agent Skills

Adapting the Interface, Not the Model: Runtime Harness Adaptation for Deterministic LLM Agents

Code as Agent Harness

PresentAgent-2: Towards Generalist Multimodal Presentation Agents

PersonalAI 2.0: Enhancing knowledge graph traversal/retrieval with planning mechanism for Personalized LLM Agents

AI co-mathematician: Accelerating mathematicians with agentic AI

Intelligent AI Delegation

Synthetic Computers at Scale for Long-Horizon Productivity Simulation

HeavySkill: Heavy Thinking as the Inner Skill in Agentic Harness

On Training Large Language Models for Long-Horizon Tasks: An Empirical Study of Horizon Length

Recursive Multi-Agent Systems

From Skills to Talent: Organising Heterogeneous Agents as a Real-World Company

Agentic World Modeling: Foundations, Capabilities, Laws, and Beyond

GameDevBench: Evaluating Agentic Capabilities Through Game Development

Memory Transfer Learning: How Memories are Transferred Across Domains in Coding Agents

Artifacts as Memory Beyond the Agent Boundary

Multi-User Large Language Model Agents

Memory Intelligence Agent

Scaling Coding Agents via Atomic Skills

From Static Templates to Dynamic Runtime Graphs: A Survey of Workflow Optimization for LLM Agents

YC-Bench: Benchmarking AI Agents for Long-Term Planning and Consistent Execution

Meta-Harness: End-to-End Optimization of Model Harnesses

Agentic AI and the next intelligence explosion

The Landscape of Agentic Reinforcement Learning for LLMs: A Survey

The Auton Agentic AI Framework

Evaluating Theory of Mind and Internal Beliefs in LLM-Based Multi-Agent Systems

Context Engineering for AI Agents in Open-Source Software

Toward Cognitive Supersensing in Multimodal Large Language Model

Learning to Configure Agentic AI Systems

Code2Worlds: Empowering Coding LLMs for 4D World Generation

Computer-Using World Model

Qwen2.5-VL Technical Report

Evaluating AGENTS.md: Are Repository-Level Context Files Helpful for Coding Agents?

Does Socialization Emerge in AI Agent Society? A Case Study of Moltbook

Evaluating Collective Behaviour of Hundreds of LLM Agents

Who's in Charge? Disempowerment Patterns in Real-World LLM Usage

Agyn: A Multi-Agent System for Team-Based Autonomous Software Engineering

Research on World Models Is Not Merely Injecting World Knowledge into Specific Tasks

AOrchestra: Automating Sub-Agent Creation for Agentic Orchestration

Advancing Open-source World Models

Can LLMs Clean Up Your Mess? A Survey of Application-Ready Data Preparation with LLMs

GameTalk: Training LLMs for Strategic Conversation

Insight Agents: An LLM-Based Multi-Agent System for Data Insights

RoboBrain 2.5: Depth in Sight, Time in Mind

Reasoning Models Generate Societies of Thought

A Large-Scale Study on the Development and Issues of Multi-Agent AI Systems

Is Agentic RAG worth it? An experimental comparison of RAG approaches

MemGovern: Enhancing Code Agents through Learning from Governed Human Experiences

Absolute Zero: Reinforced Self-play Reasoning with Zero Data

One Tool Is Enough: Reinforcement Learning for Repository-Level LLM Agents

AGI Requires a Coordination Layer on Top of Pattern Repositories

Professional Software Developers Don't Vibe, They Control: AI Agent Use for Coding in 2025

Sophia: A Persistent Agent Framework of Artificial Life

SWE-EVO: Benchmarking Coding Agents in Long-Horizon Software Evolution Scenarios

SCP: Accelerating Discovery with a Global Web of Autonomous Scientific Agents

The AI Consumer Index (ACE)

Reasoning Models Ace the CFA Exams

Probing Scientific General Intelligence of LLMs with Scientist-Aligned Workflows

Intern-S1-MO: Long-horizon Reasoning Agent for Olympiad-Level Mathematical Problem Solving

Agent READMEs: An Empirical Study of Context Files for Agentic Coding

The Station: An Open-World Environment for AI-Driven Discovery

DataFlow: An LLM-Driven Framework for Unified Data Preparation and Workflow Automation in the Era of Data-Centric AI

Think, Speak, Decide: Language-Augmented Multi-Agent Reinforcement Learning for Economic Decision-Making

InfCode: Adversarial Iterative Refinement of Tests and Patches for Reliable Software Issue Resolution

Comparing AI Agents to Cybersecurity Professionals in Real-World Penetration Testing

DeepCode: Open Agentic Coding

Towards a Science of Scaling Agent Systems

Matrix: Peer-to-Peer Multi-Agent Synthetic Data Generation Framework

Building the Web for Agents: A Declarative Framework for Agent-Web Interaction

Agentic Refactoring: An Empirical Study of AI Coding Agents

Lumine: An Open Recipe for Building Generalist Agents in 3D Open Worlds

Grounding Computer Use Agents on Human Demonstrations

Thinking with Video: Video Generation as a Promising Multimodal Reasoning Paradigm

Jr. AI Scientist and Its Risk Report: Autonomous Scientific Exploration from a Baseline Paper

The AI Scientist-v2: Workshop-Level Automated Scientific Discovery via Agentic Tree Search

The AI Scientist: Towards Fully Automated Open-Ended Scientific Discovery

VCode: a Multimodal Coding Benchmark with SVG as Symbolic Visual Representation

Can Agent Conquer Web? Exploring the Frontiers of ChatGPT Atlas Agent in Web Games

Fortytwo: Swarm Inference with Peer-Ranked Consensus

Evolving Interactive Diagnostic Agents in a Virtual Clinical Environment

JanusCoder: Towards a Foundational Visual-Programmatic Interface for Code Intelligence

GAP: Graph-Based Agent Planning with Parallel Tool Use and Reinforcement Learning

AgentFold: Long-Horizon Web Agents with Proactive Context Management

Enterprise Deep Research: Steerable Multi-Agent Deep Research for Enterprise Analytics

DeepAgent: A General Reasoning Agent with Scalable Toolsets

Thought Communication in Multiagent Collaboration

FinSight: Towards Real-World Financial Deep Research

TheMCPCompany: Creating General-purpose Agents with Task-specific Tools

LLMs as Scalable, General-Purpose Simulators For Evolving Digital Agent Training

ColorAgent: Building A Robust, Personalized, and Interactive OS Agent

DeepAnalyze: Agentic Large Language Models for Autonomous Data Science

AI for Service: Proactive Assistance with AI Glasses

When Models Lie, We Learn: Multilingual Span-Level Hallucination Detection with PsiloQA

Robot Learning: A Tutorial

Why Do Transformers Fail to Forecast Time Series In-Context?

SR-Scientist: Scientific Equation Discovery With Agentic AI

GenIA-E2ETest: A Generative AI-Based Approach for End-to-End Test Automation

BrowserAgent: Building Web Agents with Human-Inspired Web Browsing Actions

BigCodeArena: Unveiling More Reliable Human Preferences in Code Generation via Execution

Learning on the Job: An Experience-Driven Self-Evolving Agent for Long-Horizon Tasks

Agentic Context Engineering: Evolving Contexts for Self-Improving Language Models

MLE-Smith: Scaling MLE Tasks with Automated Multi-Agent Pipeline

Code Agent can be an End-to-end System Hacker: Benchmarking Real-world Threats of Computer-use Agent

Graph2Eval: Automatic Multimodal Task Generation for Agents via Knowledge Graphs

Watch and Learn: Learning to Use Computers from Online Videos

Paper2Video: Automatic Video Generation from Scientific Papers

CoDA: Agentic Systems for Collaborative Data Visualization

IoT-MCP: Bridging LLMs and IoT Systems Through Model Context Protocol

LongCodeZip: Compress Long Context for Code Language Models

TimeSeriesScientist: A General-Purpose AI Agent for Time Series Analysis

InfoAgent: Advancing Autonomous Information-Seeking Agents

See, Point, Fly: A Learning-Free VLM Framework for Universal Unmanned Aerial Navigation

Towards General Agentic Intelligence via Environment Scaling

Understanding the Thinking Process of Reasoning Models: A Perspective from Schoenfeld's Episode Theory

Federation of Agents: A Semantics-Aware Communication Fabric for Large-Scale Agentic AI

V-GameGym: Visual Game Generation for Code Large Language Models

On the Use of Agentic Coding: An Empirical Study of Pull Requests on GitHub

SWE-Bench Pro: Can AI Agents Solve Long-Horizon Software Engineering Tasks?

LIMI: Less is More for Agency

RPG: A Repository Planning Graph for Unified and Scalable Codebase Generation

K2-Think: A Parameter-Efficient Reasoning System

WebResearcher: Unleashing unbounded reasoning capability in Long-Horizon Agents

Towards General Agentic Intelligence via Environment Scaling

UI-S1: Advancing GUI Automation via Semi-online Reinforcement Learning

LongEmotion: Measuring Emotional Intelligence of Large Language Models in Long-Context Interaction

Virtual Agent Economies

The Predictive Brain: Neural Correlates of Word Expectancy Align with Large Language Model Prediction Probabilities

Emergent Hierarchical Reasoning in LLMs through Reinforcement Learning

LiveMCP-101: Stress Testing and Diagnosing MCP-enabled Agents on Challenging Queries

EnvX: Agentize Everything with Agentic AI

D-HUMOR: Dark Humor Understanding via Multimodal Open-ended Reasoning — A Benchmark Dataset and Method

Paper2Agent: Reimagining Research Papers As Interactive and Reliable AI Agents

Behavioral Fingerprinting of Large Language Models

Why Language Models Hallucinate

Universal Deep Research: Bring Your Own Model and Strategy

From AI for Science to Agentic Science: A Survey on Autonomous Scientific Discovery

Planning with Reasoning using Vision Language World Model

SQL-of-Thought: Multi-agentic Text-to-SQL with Guided Error Correction

From reactive to cognitive: brain-inspired spatial intelligence for embodied agents

UItron: Foundational GUI Agent with Advanced Perception and Planning

FakeParts: a New Family of AI-Generated DeepFakes

Beyond GPT-5: Making LLMs Cheaper and Better via Performance-Efficiency Optimized Routing

AgentScope 1.0: A Developer-Centric Framework for Building Agentic Applications

Memento: Fine-tuning LLM Agents without Fine-tuning LLMs

Matrix-game 2.0: An open-source real-time and streaming interactive world model

Embodied-R1: Reinforced Embodied Reasoning for General Robotic Manipulation

OmniTry: Virtual Try-On Anything without Masks