From Economic Agents to Agentic Economies: A Systems Blueprint for Economic World Models
Paper • 2608.06020 • Published • 35
13. Ideas
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Are the Financial Reasoning from LLMs Credible? A Real World Test over Long-Horizon Statements
Paper • 2607.28661 • Published • 17 -
ResearchStudio-Reel: Automate the Last Mile of Research from Paper to Poster, Video, and Blog
Paper • 2607.04438 • Published • 64 -
ResearchStudio-Idea: An Evidence-Grounded Research-Ideation Skill Suite from ML Conference Outcomes
Paper • 2607.04439 • Published • 63 -
MonkeyOCRv2: A Visual-Text Foundation Model for Document AI
Paper • 2607.11562 • Published • 80 -
Uncertainty-Aware World Model for Aerial Image-Goal Navigation
Paper • 2608.05597 • Published • 12 -
When Activation Oracles Learn Not to Read: Concept-Specific Blind Spots in Fine-Tuned Oracles
Paper • 2607.23379 • Published • 18 -
Small Foundation Models of Human Cognition and Behaviour
Paper • 2608.05224 • Published • 23 -
Do AI Personas Grow? Analyzing and Benchmarking Personality Evolution in LLM Agents After Life Events
Paper • 2608.06485 • Published • 4 -
MBA: Multimodal Benchmark and Agents for Real-World Business Ideation
Paper • 2608.11616 • Published • 6 -
Poor Man's Agentic Modeling: Simulating Large LLM-Agent Societies on a Laptop
Paper • 2608.11215 • Published • 6 -
AgentMercury: Your Agent Can Synthesize Verifiable Environments for Business Scenarios at scale
Paper • 2608.20634 • Published • 11 -
Hydra-0: Action Flow for Generalist World Modeling and Control
Paper • 2608.18077 • Published • 8 -
Towards Faithful Simulation of Human Shopping Behavior
Paper • 2608.20707 • Published • 6 -
Human-Centric Intelligence in the Era of Foundation Models: A Survey
Paper • 2608.18184 • Published • 9 -
Beyond Correctness: Benchmarking and Aligning Response Behaviors in Hybrid-Thinking MLLMs
Paper • 2608.12781 • Published • 33 -
Hadith computational science in the age of large language models: a critical narrative review
Paper • 2608.20364 • Published • 2 -
Graph Engineering in the Era of LLM Agents: From Individual Intelligence to System Intelligence
Paper • 2608.21156 • Published • 54 -
Apodex 1.1: Scaling Agentic Intelligence for Complex Work
Paper • 2608.23283 • Published • 197 -
MobilePA-Bench: Benchmarking Mobile Planner Agents on Complex Real-World Tasks
Paper • 2608.23035 • Published • 41 -
Prime Agent: A Self-Improving RLM Harness
Paper • 2608.23552 • Published • 43 -
RISE: Adaptive Imagination for World Action Models
Paper • 2608.20430 • Published • 25 -
Beyond the Stability-Exploration Dilemma: Environmental Regularization for LLM Policy Optimization
Paper • 2608.23311 • Published • 16 -
One Success Isn't Reliability: Thinkingbox, a Sandbox and Benchmark for Agents in Stateful Business Workflows
Paper • 2608.19741 • Published • 12 -
AutoResearch: Insight In, Hallucination Out
Paper • 2608.17906 • Published • 9 -
Task-CoEvolve: Efficient Harness Optimization via Adaptive Validation Task Selection
Paper • 2608.20169 • Published • 10 -
LongWoF-Bench: Evaluating EvoMap Genes for Verifiable Long-Workflow Tasks
Paper • 2608.23200 • Published • 6 -
Industrial-Instruction: An End-to-End Framework for Building Instruction-Tuning and Benchmark Datasets from Industrial Technical Reports
Paper • 2608.22817 • Published • 5 -
One Polluted Page Is Enough: Evaluating Web Content Pollution in LLM Recommenders
Paper • 2606.13610 • Published • 5 -
Same Agent, Different Answers: A Repeat-Aware Audit of Corpus-Induced Answer Churn in Retrieval-Augmented QA
Paper • 2608.22856 • Published • 4