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RecreationWorld: Scalable and Verifiable Environments for Hybrid Computer-Use Agents featured image

RecreationWorld: Scalable and Verifiable Environments for Hybrid Computer-Use Agents

A five-platform framework and 250-task benchmark for evaluating hybrid computer-use agents that explore, build, and verify software recreations.

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Scaling the Horizon, Not the Parameters: Reaching Trillion-Parameter Performance with a 35B Agent featured image

Scaling the Horizon, Not the Parameters: Reaching Trillion-Parameter Performance with a 35B Agent

Open-source Agentic models specialized on Long-horizon tasks.

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MLG-Stereo: ViT Based Stereo Matching with Multi-Stage Local-Global Enhancement featured image

MLG-Stereo: ViT Based Stereo Matching with Multi-Stage Local-Global Enhancement

Unlocking the full potential of ViT-based stereo matching.

haoyu-zhang
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Reward Hacking in the Era of Large Models: Mechanisms, Emergent Misalignment, Challenges featured image

Reward Hacking in the Era of Large Models: Mechanisms, Emergent Misalignment, Challenges

System review of reward hacking.

xiaohua-wang
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Intern-S1-Pro: Scientific multimodal foundation model at trillion scale featured image

Intern-S1-Pro: Scientific multimodal foundation model at trillion scale

Intern-S1-Pro: one-trillion-parameter scientific multimodal foundation model.

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InternAgent-1.5: A Unified Agentic Framework for Long-Horizon Autonomous Scientific Discovery featured image

InternAgent-1.5: A Unified Agentic Framework for Long-Horizon Autonomous Scientific Discovery

InternAgent-1.5: A Unified Agentic Framework for Long-Horizon Autonomous Scientific Discovery.

internagent-team-shanghai-ai-lab
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LSTM-MAS: A Long Short-Term Memory Inspired Multi-Agent System for Long-Context Understanding featured image

LSTM-MAS: A Long Short-Term Memory Inspired Multi-Agent System for Long-Context Understanding

A Multi-Agent System emulates LSTM’s hierarchical information flow and gated memory mechanisms for long-context understanding.

yichen-jiang
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SciEvalKit: An Open-source Evaluation Toolkit for Scientific General Intelligence featured image

SciEvalKit: An Open-source Evaluation Toolkit for Scientific General Intelligence

A unified benchmarking toolkit designed to evaluate AI models for science across a broad range of scientific disciplines and task capabilities.

scievalkit-team-shanghai-ai-lab
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AutoMLGen: Navigating Fine-Grained Optimization for Coding Agents featured image

AutoMLGen: Navigating Fine-Grained Optimization for Coding Agents

Graph-search-based end-to-end MLE task solver.

shangheng-du
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