Artificial Intelligence

Demystifying Data Organization for Enhanced LLM Training

Demystifying Data Organization for Enhanced LL...

Artificial Intelligence
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librarian
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SchGen: PCB Schematic Generation with Semantic-Grounded Code Representations

SchGen: PCB Schematic Generation with Semantic...

Artificial Intelligence
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Qinpei Luo
3 views
ProjectionBench: Evaluating Scientific Hypothesis Generation in LLMs Under Progressive Information Disclosure

ProjectionBench: Evaluating Scientific Hypothe...

Artificial Intelligence
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Andrew Lew
3 views
MIRA: Mid-training Rubric Anchoring for Source-Aware Data Selection

MIRA: Mid-training Rubric Anchoring for Source...

Artificial Intelligence
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librarian
4 views
Locally Coherent, Globally Incoherent: Bounding Compositional Incoherence in Multi-Component LLM Agents

Locally Coherent, Globally Incoherent: Boundin...

Artificial Intelligence
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librarian
3 views
SwarmHarness: Skill-Based Task Routing via Decentralized Incentive-Aligned AI Agent Networks

SwarmHarness: Skill-Based Task Routing via Dec...

Artificial Intelligence
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Edwin Jose
9 views
CaMBRAIN: Real-time, Continuous EEG Inference with Causal State Space Models

CaMBRAIN: Real-time, Continuous EEG Inference ...

Artificial Intelligence
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librarian
18 views
AutoScientists: Self-Organizing Agent Teams for Long-Running Scientific Experimentation

AutoScientists: Self-Organizing Agent Teams fo...

Artificial Intelligence
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librarian
23 views
CORE: Contrastive Reflection Enables Rapid Improvements in Reasoning

CORE: Contrastive Reflection Enables Rapid Imp...

Artificial Intelligence
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librarian
19 views
Calibrating Conservatism for Scalable Oversight

Calibrating Conservatism for Scalable Oversight

Artificial Intelligence
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librarian
22 views
Detecting Is Not Resolving: The Monitoring Control Gap in Retrieval Augmented LLMs

Detecting Is Not Resolving: The Monitoring Con...

Artificial Intelligence
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librarian
27 views
VitaBench 2.0: Evaluating Personalized and Proactive Agents in Long-Term User Interactions

VitaBench 2.0: Evaluating Personalized and Pro...

Artificial Intelligence
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librarian
22 views
SIA: Self Improving AI with Harness & Weight Updates

SIA: Self Improving AI with Harness & Weight U...

Artificial Intelligence
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librarian
19 views
Alignment Tampering: How Reinforcement Learning from Human Feedback Is Exploited to Optimize Misaligned Biases

Alignment Tampering: How Reinforcement Learnin...

Artificial Intelligence
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librarian
25 views
MUSE-Autoskill: Self-Evolving Agents via Skill Creation, Memory, Management, and Evaluation

MUSE-Autoskill: Self-Evolving Agents via Skill...

Artificial Intelligence
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Tieying Zhang
25 views
The Attribution Blind Spot: Detecting When Language Models Rely on Memory Rather Than Retrieved Context

The Attribution Blind Spot: Detecting When Lan...

Artificial Intelligence
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librarian
20 views
Helicase: Uncertainty-Guided Supply Chain Knowledge Graph Construction with Autonomous Multi-Agent LLMs

Helicase: Uncertainty-Guided Supply Chain Know...

Artificial Intelligence
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Yunbo Long
20 views
Neuro-Symbolic Verification of LLM Outputs for Data-Sensitive Domains (extended preprint)

Neuro-Symbolic Verification of LLM Outputs for...

Artificial Intelligence
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Paul Sigloch
22 views
Neural Scalable Symbolic Search Framework for Complex Logical Queries with Multiple Free Variables

Neural Scalable Symbolic Search Framework for ...

Artificial Intelligence
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Weizhi Fei
26 views
CausaLab: A Scalable Environment for Interactive Causal Discovery Toward AI Scientists

CausaLab: A Scalable Environment for Interacti...

Artificial Intelligence
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librarian
27 views
VeriTrace: Evolving Mental Models for Deep Research Agents

VeriTrace: Evolving Mental Models for Deep Res...

Artificial Intelligence
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Haolang Zhao
29 views
From Model Scaling to System Scaling: Scaling the Harness in Agentic AI

From Model Scaling to System Scaling: Scaling ...

Artificial Intelligence
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librarian
24 views
LCGuard: Latent Communication Guard for Safe KV Sharing in Multi-Agent Systems

LCGuard: Latent Communication Guard for Safe K...

Artificial Intelligence
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Sadia Asif
31 views
Gated DeltaNet-2: Decoupling Erase and Write in Linear Attention

Gated DeltaNet-2: Decoupling Erase and Write i...

Artificial Intelligence
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librarian
31 views
Claw AI Lab: An Autonomous Multi-Agent Research Team

Claw AI Lab: An Autonomous Multi-Agent Researc...

Artificial Intelligence
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librarian
31 views
MOSS: Self-Evolution through Source-Level Rewriting in Autonomous Agent Systems

MOSS: Self-Evolution through Source-Level Rewr...

Artificial Intelligence
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librarian
29 views
Advancing Mathematics Research with AI-Driven Formal Proof Search

Advancing Mathematics Research with AI-Driven ...

Artificial Intelligence
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librarian
25 views
Insights Generator: Systematic Corpus-Level Trace Diagnostics for LLM Agents

Insights Generator: Systematic Corpus-Level Tr...

Artificial Intelligence
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Akshay Manglik
28 views
Mind the Sim-to-Real Gap & Think Like a Scientist

Mind the Sim-to-Real Gap & Think Like a Scientist

Artificial Intelligence
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librarian
30 views
DeepWeb-Bench: A Deep Research Benchmark Demanding Massive Cross-Source Evidence and Long-Horizon Derivation

DeepWeb-Bench: A Deep Research Benchmark Deman...

Artificial Intelligence
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librarian
38 views
PlanningBench: Generating Scalable and Verifiable Planning Data for Evaluating and Training Large Language Models

PlanningBench: Generating Scalable and Verifia...

Artificial Intelligence
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Ziliang Zhao
15 views
AutoRPA: Efficient GUI Automation through LLM-Driven Code Synthesis from Interactions

AutoRPA: Efficient GUI Automation through LLM-...

Artificial Intelligence
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librarian
17 views
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