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Towards Responsibly Non-Compliant Machines

Towards Responsibly Non-Compliant Machines

Artificial Intelligence
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librarian
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Breaking Entropy Bounds: Accelerating RL Training via MTP with Rejection Sampling

Breaking Entropy Bounds: Accelerating RL Train...

Machine Learning
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librarian
0 views
On Subquadratic Architectures: From Applications to Principles

On Subquadratic Architectures: From Applicatio...

Machine Learning
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librarian
1 view
APPO: Agentic Procedural Policy Optimization

APPO: Agentic Procedural Policy Optimization

Machine Learning
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librarian
1 view
Redesign Mixture-of-Experts Routers with Manifold Power Iteration

Redesign Mixture-of-Experts Routers with Manif...

Machine Learning
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Songhao Wu
1 view
The Impossibility of Eliciting Latent Knowledge

The Impossibility of Eliciting Latent Knowledge

Artificial Intelligence
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librarian
1 view
A Five-Plane Reference Architecture for Runtime Governance of Production AI Agents

A Five-Plane Reference Architecture for Runtim...

Artificial Intelligence
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Krti Tallam
1 view
PROJECTMEM: A Local-First, Event-Sourced Memory and Judgment Layer for AI Coding Agents

PROJECTMEM: A Local-First, Event-Sourced Memor...

Artificial Intelligence
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librarian
1 view
StatefulDiscovery: Evidence-Calibrated Claim Formation in Open-Ended Scientific Discovery

StatefulDiscovery: Evidence-Calibrated Claim F...

Artificial Intelligence
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12531182
1 view
Embodied-BenchClaw: An Autonomous Multi-Agent System for Embodied Spatial Intelligence Benchmark Construction

Embodied-BenchClaw: An Autonomous Multi-Agent ...

Artificial Intelligence
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librarian
1 view
Toward Generalist Autonomous Research via Hypothesis-Tree Refinement

Toward Generalist Autonomous Research via Hypo...

Computation and Language
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Jiajie Jin
1 view
Generalization Hacking: Models Can Game Reinforcement Learning by Preventing Behavioral Generalization

Generalization Hacking: Models Can Game Reinfo...

Machine Learning
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librarian
2 views
ABC-Bench: An Agentic Bio-Capabilities Benchmark for Biosecurity

ABC-Bench: An Agentic Bio-Capabilities Benchma...

Artificial Intelligence
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librarian
4 views
CIAware-Bench: Benchmarking Control Intervention Awareness Across Frontier LLMs

CIAware-Bench: Benchmarking Control Interventi...

Artificial Intelligence
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librarian
4 views
EEVEE: Towards Test-time Prompt Learning in the Real World for Self-Improving Agents

EEVEE: Towards Test-time Prompt Learning in th...

Machine Learning
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Weixian Xu
9 views
A Unifying Lens on Supervised Fine-Tuning Through Target Distribution Design

A Unifying Lens on Supervised Fine-Tuning Thro...

Machine Learning
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Tong Xie
7 views
When to Align, When to Predict: A Phase Diagram for Multimodal Learning

When to Align, When to Predict: A Phase Diagra...

Machine Learning
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Ilay Kamai
3 views
Null-Space Constrained Low-Rank Adaptation for Response-Specified Large Language Model Unlearning

Null-Space Constrained Low-Rank Adaptation for...

Artificial Intelligence
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librarian
5 views
Workflow-GYM: Towards Long-Horizon Evaluation of Computer-use Agentic tasks in Real-World Professional Fields

Workflow-GYM: Towards Long-Horizon Evaluation ...

Artificial Intelligence
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librarian
7 views
ReasonAlloc: Hierarchical Decoding-Time KV Cache Budget Allocation for Reasoning Models

ReasonAlloc: Hierarchical Decoding-Time KV Cac...

Artificial Intelligence
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librarian
6 views
AutoPDE: Reliable Agentic PDE Solving via Explicitly Represented Solver Strategies

AutoPDE: Reliable Agentic PDE Solving via Expl...

Artificial Intelligence
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librarian
5 views
Frontier Coding Agents Use Metaprogramming to Adapt to Unfamiliar Programming Languages

Frontier Coding Agents Use Metaprogramming to ...

Artificial Intelligence
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librarian
4 views
K-Forcing: Joint Next-K-Token Decoding via Push-Forward Language Modeling

K-Forcing: Joint Next-K-Token Decoding via Pus...

Machine Learning
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librarian
4 views
CLP: Collocation-Length Prediction for Zero-Loss Adaptive Multi-Token Inference

CLP: Collocation-Length Prediction for Zero-Lo...

Machine Learning
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librarian
4 views
Express Language Modeling

Express Language Modeling

Machine Learning
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librarian
4 views
Moonshine: An Autonomous Mathematical Research Agent Centered on Conjecture Generation

Moonshine: An Autonomous Mathematical Research...

Artificial Intelligence
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librarian
4 views
WorldKernel: A World Model is the Coupling Kernel of Admissible Possible Worlds

WorldKernel: A World Model is the Coupling Ker...

Artificial Intelligence
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librarian
4 views
Recalling Too Well: Sycophancy Evaluation and Mitigation in Memory-Augmented Models

Recalling Too Well: Sycophancy Evaluation and ...

Artificial Intelligence
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librarian
4 views
(Auto)formalization is supposed to be easy: Trellis process semantics for spelling out rigorous proofs

(Auto)formalization is supposed to be easy: Tr...

Artificial Intelligence
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librarian
14 views
End-to-End Context Compression at Scale

End-to-End Context Compression at Scale

Computation and Language
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librarian
13 views
Tight Sample Complexity of Transformers

Tight Sample Complexity of Transformers

Machine Learning
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librarian
20 views
Rethinking the Divergence Regularization in LLM RL

Rethinking the Divergence Regularization in LLM RL

Machine Learning
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librarian
14 views
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