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告别冗长 PDF,一文读懂最新顶会与核心期刊的创新价值。

CoLT: Teaching Multi-Modal Models to Think with Chain of Latent Thoughts
OpenForgeRL: Train Harness-native Agents in Any Environment
ACM: Agentic Context Management for Long Horizon Tasks
Not All LLM Reasoning is Visible in the Chain-of-Thought
Stealing Reasoning Traces from Proprietary LLM APIs
Minicpm-o 4.5: Towards real-time full-duplex omni-modal interaction
Auditable Agents
The Past and Future of AI Scientists
Do Large Language Models Play Six Degrees of Separation? Measuring Topological Compression in Long-Context Manifolds
Automated synthetic cell-based screening for designed proteins with emergent functions
Proteus: Incremental Memory Activation for Long-Context Sequence Modeling
Agentic ESOpt: Fine-Tuning Long-Horizon LLM Agents with Minimal GPU Requirements
Recirculation
Untangling “dissolved” drug species from various formulations of a poorly.pdf
Learning-Enabled Adaptive Power Capping Scheme for Cloud Data Centers
Accelerating Scientific Research with Gemini in the Real-World
Meta n : Recursive Self-Improvement through Emergent Depth
2606.14693v1-1
Gender equality activities in Astronomical Society of Japan
Lightrag: Simple and fast retrieval-augmented generation
MATHNET: A GLOBAL MULTIMODAL BENCHMARK FOR MATHEMATICAL REASONING AND RETRIEVAL
Preeclampsia
wisland-kb-prod_uploads_1575_attachments_a2c5ea2bc98a4f74a9df8939a407c5c3(1).pdf
Journal of Peptide Science - 2025 - Choudhury - In Silico Peptide Design Methods Resources and Role of AI.pdf
基因组学+遗传学.pdf
Impact of human activities on groundwater biogeochemical cycles and microbial communities: Insights from metagenomic analysis
Harness-of-Harness: Multi-Day Autonomous Software Development with Continual Improvement
Vertiport Selection and Staging Node Deployment for UAVs in Forest Wildfire Rescue Areas
投稿论文初稿8.pdf
Design Docs Are All You Need An AI-native Machine-Learning Performance Tool