Academic

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Academic · 1 min

Federated Reasoning Distillation Framework with Model Learnability-Aware Data Allocation

arXiv:2602.18749v1 Announce Type: new Abstract: Data allocation plays a critical role in federated large language model (LLM) and small language models (SLMs) reasoning collaboration. Nevertheless, …

Wei Guo, Siyuan Lu, Xiangdong Ran, Yiqi Tong, Yikun Ban, Zelong Xu, Jing Fan, Zixuan Huang, Xiao Zhang, Zhaojun Hu, Fuzhen Zhuang

5 views Mar 7

Academic · 1 min

The Convergence of Schema-Guided Dialogue Systems and the Model Context Protocol

arXiv:2602.18764v1 Announce Type: new Abstract: This paper establishes a fundamental convergence: Schema-Guided Dialogue (SGD) and the Model Context Protocol (MCP) represent two manifestations of a …

Andreas Schlapbach

4 views Mar 7

Academic · 1 min

LAMMI-Pathology: A Tool-Centric Bottom-Up LVLM-Agent Framework for Molecularly Informed Medical Intelligence in Pathology

arXiv:2602.18773v1 Announce Type: new Abstract: The emergence of tool-calling-based agent systems introduces a more evidence-driven paradigm for pathology image analysis in contrast to the coarse-grained …

Haoyang Su, Shaoting Zhang, Xiaosong Wang

6 views Mar 7

Academic · 1 min

GenPlanner: From Noise to Plans -- Emergent Reasoning in Flow Matching and Diffusion Models

arXiv:2602.18812v1 Announce Type: new Abstract: Path planning in complex environments is one of the key problems of artificial intelligence because it requires simultaneous understanding of …

Agnieszka Polowczyk, Alicja Polowczyk, Micha{\l} Wieczorek

3 views Mar 7

Academic · 1 min

ABD: Default Exception Abduction in Finite First Order Worlds

arXiv:2602.18843v1 Announce Type: new Abstract: We introduce ABD, a benchmark for default-exception abduction over finite first-order worlds. Given a background theory with an abnormality predicate …

Serafim Batzoglou

38 views Mar 7

Academic · 1 min

TPRU: Advancing Temporal and Procedural Understanding in Large Multimodal Models

arXiv:2602.18884v1 Announce Type: new Abstract: Multimodal Large Language Models (MLLMs), particularly smaller, deployable variants, exhibit a critical deficiency in understanding temporal and procedural visual data, …

Zhenkun Gao, Xuhong Wang, Xin Tan, Yuan Xie

3 views Mar 7

Academic · 1 min

Early Evidence of Vibe-Proving with Consumer LLMs: A Case Study on Spectral Region Characterization with …

arXiv:2602.18918v1 Announce Type: new Abstract: Large Language Models (LLMs) are increasingly used as scientific copilots, but evidence on their role in research-level mathematics remains limited, …

Brecht Verbeken, Brando Vagenende, Marie-Anne Guerry, Andres Algaba, Vincent Ginis

6 views Mar 7

Academic · 1 min

DREAM: Deep Research Evaluation with Agentic Metrics

arXiv:2602.18940v1 Announce Type: new Abstract: Deep Research Agents generate analyst-grade reports, yet evaluating them remains challenging due to the absence of a single ground truth …

Elad Ben Avraham, Changhao Li, Ron Dorfman, Roy Ganz, Oren Nuriel, Amir Dudai, Aviad Aberdam, Noah Flynn, Elman Mansimov, Adi Kalyanpur, Ron Litman

4 views Mar 7

Academic · 1 min

High Dimensional Procedural Content Generation

arXiv:2602.18943v1 Announce Type: new Abstract: Procedural content generation (PCG) has made substantial progress in shaping static 2D/3D geometry, while most methods treat gameplay mechanics as …

Kaijie Xu, Clark Verbrugge

27 views Mar 7

Academic · 1 min

(Perlin) Noise as AI coordinator

arXiv:2602.18947v1 Announce Type: new Abstract: Large scale control of nonplayer agents is central to modern games, while production systems still struggle to balance several competing …

Kaijie Xu, Clark Verbrugge

50 views Mar 7

Academic · 1 min

INDUCTION: Finite-Structure Concept Synthesis in First-Order Logic

arXiv:2602.18956v1 Announce Type: new Abstract: We introduce INDUCTION, a benchmark for finite structure concept synthesis in first order logic. Given small finite relational worlds with …

Serafim Batzoglou

20 views Mar 7

Academic · 1 min

Modularity is the Bedrock of Natural and Artificial Intelligence

arXiv:2602.18960v1 Announce Type: new Abstract: The remarkable performance of modern AI systems has been driven by unprecedented scales of data, computation, and energy -- far …

Alessandro Salatiello

40 views Mar 7

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Academic

Federated Reasoning Distillation Framework with Model Learnability-Aware Data Allocation

The Convergence of Schema-Guided Dialogue Systems and the Model Context Protocol

LAMMI-Pathology: A Tool-Centric Bottom-Up LVLM-Agent Framework for Molecularly Informed Medical Intelligence in Pathology

GenPlanner: From Noise to Plans -- Emergent Reasoning in Flow Matching and Diffusion Models

ABD: Default Exception Abduction in Finite First Order Worlds

TPRU: Advancing Temporal and Procedural Understanding in Large Multimodal Models

Early Evidence of Vibe-Proving with Consumer LLMs: A Case Study on Spectral Region Characterization with …

DREAM: Deep Research Evaluation with Agentic Metrics

High Dimensional Procedural Content Generation

(Perlin) Noise as AI coordinator

INDUCTION: Finite-Structure Concept Synthesis in First-Order Logic

Modularity is the Bedrock of Natural and Artificial Intelligence

JCG, PC

HSOLLC Co., Ltd.