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Neglected Free Lunch from Post-training: Progress Advantage for LLM Agents

Neglected Free Lunch from Post-training: Progr...

Machine Learning
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librarian
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On-Policy Self-Distillation with Sampled Demonstrations Reduces Output Diversity

On-Policy Self-Distillation with Sampled Demon...

Machine Learning
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Andrei Liviu Nicolicioiu
0 views
RevengeBench: Reverse Engineering Code-Space Policies from Behavioral Experiments

RevengeBench: Reverse Engineering Code-Space P...

Machine Learning
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Babak Rahmani
0 views
InvestPhilBench: A Multi-Layer Dynamic Benchmark for Evaluating Large Language Model Procedural Reasoning in Expert Investment Philosophy

InvestPhilBench: A Multi-Layer Dynamic Benchma...

Artificial Intelligence
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librarian
1 view
Autodata: An agentic data scientist to create high quality synthetic data

Autodata: An agentic data scientist to create ...

Artificial Intelligence
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Ilia Kulikov
1 view
The Unfireable Safety Kernel: Execution-Time AI Alignment for AI Agents and Other Escapable AI Systems

The Unfireable Safety Kernel: Execution-Time A...

Artificial Intelligence
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librarian
1 view
Re-mixing Embeddings for Patient Augmentation in Data Scarce Multiple Instance Learning

Re-mixing Embeddings for Patient Augmentation ...

Machine Learning
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librarian
1 view
Cliff Tokens: Identifying Single-Token Failure Triggers in LLM Mathematical Reasoning

Cliff Tokens: Identifying Single-Token Failure...

Artificial Intelligence
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librarian
2 views
Semantic Consistency Policy Optimization for Reinforcement Learning of LLM Agents

Semantic Consistency Policy Optimization for R...

Machine Learning
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librarian
1 view
AI Snitches Get Glitches: Towards Evading Agentic Surveillance

AI Snitches Get Glitches: Towards Evading Agen...

Artificial Intelligence
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Hyejun Jeong
2 views
Staying In Character: Perspective-Bounded Memory For Book-Based Role-Playing Agents

Staying In Character: Perspective-Bounded Memo...

Computation and Language
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Xushuo Tang
1 view
Confidence Sequences for Online Statistical Model Checking of Markov Decision Processes

Confidence Sequences for Online Statistical Mo...

Artificial Intelligence
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librarian
2 views
Decentralised AI Training and Inference with BlockTrain

Decentralised AI Training and Inference with B...

Artificial Intelligence
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librarian
3 views
Reasoning as Attractor Dynamics: Latent Memory Retrieval via Gibbs-Weighted Energy Minimization

Reasoning as Attractor Dynamics: Latent Memory...

Machine Learning
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librarian
5 views
Grad Detect: Gradient-Based Hallucination Detection in LLMs

Grad Detect: Gradient-Based Hallucination Dete...

Machine Learning
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librarian
5 views
Real vs. Complex Spectral Bases for Neural Operators: The Role of Green's Function Alignment

Real vs. Complex Spectral Bases for Neural Ope...

Machine Learning
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librarian
5 views
Parallel Manifold Steering: Efficient Adaptation of Large Associative Memories via Residual Energy Shaping

Parallel Manifold Steering: Efficient Adaptati...

Machine Learning
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Kanishk Awadhiya
5 views
World Models in Pieces: Structural Certification for General Agents

World Models in Pieces: Structural Certificati...

Artificial Intelligence
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Tongxin Li
5 views
OpenThoughts-Agent: Data Recipes for Agentic Models

OpenThoughts-Agent: Data Recipes for Agentic M...

Artificial Intelligence
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librarian
5 views
Data Augmentation: A Fourier Analysis Perspective

Data Augmentation: A Fourier Analysis Perspective

Machine Learning
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Behrooz Tahmasebi
4 views
FlowPipe: LLM-Enhanced Conditional Generative Flow Networks for Data Preparation Pipeline Construction

FlowPipe: LLM-Enhanced Conditional Generative ...

Machine Learning
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Kunyu Ni
4 views
A specialized reasoning large language model for accelerating rare disease diagnosis: a randomized AI physician assistance trial

A specialized reasoning large language model f...

Artificial Intelligence
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librarian
5 views
ReM-MoA: Reasoning Memory Sustains Mixture-of-Agents Scaling

ReM-MoA: Reasoning Memory Sustains Mixture-of-...

Artificial Intelligence
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Heng Ping
4 views
Open Problem: Is AdamW Effective Under Heavy-Tailed Noise?

Open Problem: Is AdamW Effective Under Heavy-T...

Machine Learning
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librarian
5 views
MAS-PromptBench: When Does Prompt Optimization Improve Multi-Agent LLM Systems?

MAS-PromptBench: When Does Prompt Optimization...

Machine Learning
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librarian
13 views
VeriEvol: Scaling Multimodal Mathematical Reasoning via Verifiable Evol-Instruct

VeriEvol: Scaling Multimodal Mathematical Reas...

Artificial Intelligence
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Haoling Li
10 views
The Topology of Ill-Posed Questions: Persistent Homology for Detection and Steering in LLMs

The Topology of Ill-Posed Questions: Persisten...

Artificial Intelligence
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Guangyu Jiang
9 views
SVD-Surgeon: Optimal Singular-Value Surgery for Large Language Model Compression

SVD-Surgeon: Optimal Singular-Value Surgery fo...

Machine Learning
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librarian
16 views
On the Limits of Prompt-Conditioned Language Models as General-Purpose Learners

On the Limits of Prompt-Conditioned Language M...

Machine Learning
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Jun Wang
11 views
Tapered Language Models

Tapered Language Models

Machine Learning
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librarian
12 views
Enhancing LLMs for Graph Tasks via Graph-aware LoRA Generation

Enhancing LLMs for Graph Tasks via Graph-aware...

Machine Learning
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librarian
9 views
SPIRAL: Learning to Search and Aggregate

SPIRAL: Learning to Search and Aggregate

Artificial Intelligence
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librarian
8 views
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