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Pencil Puzzle Bench: A Benchmark for Multi-Step Verifiable Reasoning

Pencil Puzzle Bench: A Benchmark for Multi-Ste...

Artificial Intelligence
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Justin Waugh
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Recursive Models for Long-Horizon Reasoning

Recursive Models for Long-Horizon Reasoning

Machine Learning
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librarian
0 views
Multi-Head Low-Rank Attention

Multi-Head Low-Rank Attention

Machine Learning
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librarian
0 views
Frontier Models Can Take Actions at Low Probabilities

Frontier Models Can Take Actions at Low Probab...

Machine Learning
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Alex Serrano
0 views
Nano-EmoX: Unifying Multimodal Emotional Intelligence from Perception to Empathy

Nano-EmoX: Unifying Multimodal Emotional Intel...

Artificial Intelligence
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Xuechao Yang
1 view
Conformal Policy Control

Conformal Policy Control

Artificial Intelligence
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librarian
1 view
Tool Verification for Test-Time Reinforcement Learning

Tool Verification for Test-Time Reinforcement ...

Artificial Intelligence
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librarian
1 view
Scalable Multi-Task Low-Rank Model Adaptation

Scalable Multi-Task Low-Rank Model Adaptation

Machine Learning
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librarian
0 views
CHIMERA: Compact Synthetic Data for Generalizable LLM Reasoning

CHIMERA: Compact Synthetic Data for Generaliza...

Computation and Language
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Xinyu Zhu
0 views
Curvature-Weighted Capacity Allocation: A Minimum Description Length Framework for Layer-Adaptive Large Language Model Optimization

Curvature-Weighted Capacity Allocation: A Mini...

Information Theory
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librarian
0 views
LLM Novice Uplift on Dual-Use, In Silico Biology Tasks

LLM Novice Uplift on Dual-Use, In Silico Biolo...

Artificial Intelligence
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librarian
15 views
FlashOptim: Optimizers for Memory Efficient Training

FlashOptim: Optimizers for Memory Efficient Tr...

Machine Learning
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Jose Gonzalez Ortiz
7 views
SOTAlign: Semi-Supervised Alignment of Unimodal Vision and Language Models via Optimal Transport

SOTAlign: Semi-Supervised Alignment of Unimoda...

Machine Learning
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librarian
6 views
A Dataset is Worth 1 MB

A Dataset is Worth 1 MB

Machine Learning
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Elad Kimchi Shoshani
7 views
The Trinity of Consistency as a Defining Principle for General World Models

The Trinity of Consistency as a Defining Princ...

Artificial Intelligence
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librarian
8 views
A Decision-Theoretic Formalisation of Steganography With Applications to LLM Monitoring

A Decision-Theoretic Formalisation of Steganog...

Artificial Intelligence
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Usman Anwar
10 views
A Model-Free Universal AI

A Model-Free Universal AI

Artificial Intelligence
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librarian
10 views
Learning in the Null Space: Small Singular Values for Continual Learning

Learning in the Null Space: Small Singular Val...

Machine Learning
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Cuong Anh Pham
15 views
GUI-Libra: Training Native GUI Agents to Reason and Act with Action-aware Supervision and Partially Verifiable RL

GUI-Libra: Training Native GUI Agents to Reaso...

Machine Learning
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librarian
14 views
ProactiveMobile: A Comprehensive Benchmark for Boosting Proactive Intelligence on Mobile Devices

ProactiveMobile: A Comprehensive Benchmark for...

Artificial Intelligence
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librarian
15 views
Semantic Partial Grounding via LLMs

Semantic Partial Grounding via LLMs

Artificial Intelligence
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librarian
14 views
Provable Last-Iterate Convergence for Multi-Objective Safe LLM Alignment via Optimistic Primal-Dual

Provable Last-Iterate Convergence for Multi-Ob...

Machine Learning
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librarian
15 views
Why Pass@k Optimization Can Degrade Pass@1: Prompt Interference in LLM Post-training

Why Pass@k Optimization Can Degrade Pass@1: Pr...

Machine Learning
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librarian
16 views
Untied Ulysses: Memory-Efficient Context Parallelism via Headwise Chunking

Untied Ulysses: Memory-Efficient Context Paral...

Machine Learning
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librarian
15 views
Learning from Trials and Errors: Reflective Test-Time Planning for Embodied LLMs

Learning from Trials and Errors: Reflective Te...

Machine Learning
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Yining Hong
14 views
Architecting AgentOS: From Token-Level Context to Emergent System-Level Intelligence

Architecting AgentOS: From Token-Level Context...

Artificial Intelligence
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librarian
24 views
A Benchmark for Deep Information Synthesis

A Benchmark for Deep Information Synthesis

Artificial Intelligence
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librarian
16 views
Aletheia tackles FirstProof autonomously

Aletheia tackles FirstProof autonomously

Artificial Intelligence
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librarian
45 views
Training-Free Generative Modeling via Kernelized Stochastic Interpolants

Training-Free Generative Modeling via Kerneliz...

Machine Learning
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librarian
39 views
Agents of Chaos

Agents of Chaos

Artificial Intelligence
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librarian
70 views
A Theory of How Pretraining Shapes Inductive Bias in Fine-Tuning

A Theory of How Pretraining Shapes Inductive B...

Machine Learning
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Nicolás Anguita
43 views
LAD: Learning Advantage Distribution for Reasoning

LAD: Learning Advantage Distribution for Reasoning

Machine Learning
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Wendi Li
17 views
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