Artificial Intelligence

Institutional Red-Teaming: Deployment Rules, Not Just Models, Causally Shape Multi-Agent AI Safety

Institutional Red-Teaming: Deployment Rules, N...

Artificial Intelligence
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Yujiao Chen
2 views
RL Post-Training Builds Compositional Reasoning Strategies

RL Post-Training Builds Compositional Reasonin...

Artificial Intelligence
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librarian
3 views
Search, Fail, Recover: A Training Framework for Correction-Aware Reasoning

Search, Fail, Recover: A Training Framework fo...

Artificial Intelligence
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librarian
3 views
Recursive Self-Improvement in AI: From Bounded Self-Refinement to Autonomous Research Loops

Recursive Self-Improvement in AI: From Bounded...

Artificial Intelligence
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librarian
3 views
SkillCenter: A Large-Scale Source-Grounded Skill Library for Autonomous AI Agents

SkillCenter: A Large-Scale Source-Grounded Ski...

Artificial Intelligence
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librarian
3 views
DT-Guard: Intent-Driven Reasoning-Active Training for Reasoning-Free LLM Safety Guardrail

DT-Guard: Intent-Driven Reasoning-Active Train...

Artificial Intelligence
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librarian
3 views
Doomed from the Start: Early Abort of LLM Agent Episodes via a Recall-Controlled Probe Cascade

Doomed from the Start: Early Abort of LLM Agen...

Artificial Intelligence
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librarian
7 views
DepthWeave-KV: Token-Adaptive Cross-Layer Residual Factorization for Long-Context KV Cache Compression

DepthWeave-KV: Token-Adaptive Cross-Layer Resi...

Artificial Intelligence
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Anna Córdoba
9 views
Information Gain-based Rollout Policy Optimization: An Adaptive Tree-Structured Rollout Approach for Multi-Turn LLM Agents

Information Gain-based Rollout Policy Optimiza...

Artificial Intelligence
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Yijun Zhang
6 views
From Application-Layer Simulation to Native Meta-Architecture: Structural Tension as an Endogenous Driver for Heterogeneous AI Evolution

From Application-Layer Simulation to Native Me...

Artificial Intelligence
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librarian
9 views
ExplAIner: A Declarative Query Language for Explaining Classification Models

ExplAIner: A Declarative Query Language for Ex...

Artificial Intelligence
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librarian
10 views
Danus: Orchestrating Mathematical Reasoning Agents with Fact-Graph Memory

Danus: Orchestrating Mathematical Reasoning Ag...

Artificial Intelligence
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librarian
9 views
AgentGym2: Benchmarking Large Language Model Agents in De-Idealized Real-World Environments

AgentGym2: Benchmarking Large Language Model A...

Artificial Intelligence
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librarian
8 views
MetaSkill-Evolve: Recursive Self-Improvement of LLM Agents via Two-Timescale Meta-Skill Evolution

MetaSkill-Evolve: Recursive Self-Improvement o...

Artificial Intelligence
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librarian
18 views
What LLM Agents Say When No One Is Watching: Social Structure and Latent Objective Emergence in Multi-Agent Debates

What LLM Agents Say When No One Is Watching: S...

Artificial Intelligence
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Arman Ghaffarizadeh
21 views
Hardware-Enforced Semantic Coordination for Safety-Critical Real-Time Autonomous Systems

Hardware-Enforced Semantic Coordination for Sa...

Artificial Intelligence
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librarian
17 views
ReContext: Recursive Evidence Replay as LLM Harness for Long-Context Reasoning

ReContext: Recursive Evidence Replay as LLM Ha...

Artificial Intelligence
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librarian
18 views
EvoPolicyGym: Evaluating Autonomous Policy Evolution in Interactive Environments

EvoPolicyGym: Evaluating Autonomous Policy Evo...

Artificial Intelligence
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librarian
16 views
Distributed Attacks in Persistent-State AI Control

Distributed Attacks in Persistent-State AI Control

Artificial Intelligence
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librarian
14 views
Purified OPSD: On-Policy Self-Distillation Without Losing How to Think

Purified OPSD: On-Policy Self-Distillation Wit...

Artificial Intelligence
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librarian
15 views
Optimal Resource Utilization for Autonomous Laboratory Orchestrators

Optimal Resource Utilization for Autonomous La...

Artificial Intelligence
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Austin McDannald
22 views
Agentic generation of verifiable rules for deterministic, self-expanding reaction classification

Agentic generation of verifiable rules for det...

Artificial Intelligence
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librarian
19 views
Theoria: Rewrite-Acceptability Verification over Informal Reasoning States

Theoria: Rewrite-Acceptability Verification ov...

Artificial Intelligence
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librarian
20 views
AutoMem: Automated Learning of Memory as a Cognitive Skill

AutoMem: Automated Learning of Memory as a Cog...

Artificial Intelligence
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librarian
20 views
Self-Evolving Agents with Anytime-Valid Certificates

Self-Evolving Agents with Anytime-Valid Certif...

Artificial Intelligence
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librarian
23 views
Graph-Native Reinforcement Learning Enables Traceable Scientific Hypothesis Generation through Conceptual Recombination

Graph-Native Reinforcement Learning Enables Tr...

Artificial Intelligence
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librarian
25 views
Evo-PI: Aligning Medical Reasoning via Evolving Principle-Guided Supervision

Evo-PI: Aligning Medical Reasoning via Evolvin...

Artificial Intelligence
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Xianda Zheng
31 views
A Self-Evolving Agentic System for Automated Generation and Execution of Biological Protocols

A Self-Evolving Agentic System for Automated G...

Artificial Intelligence
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librarian
37 views
Harnessing Textual Refusal Directions for Multimodal Safety

Harnessing Textual Refusal Directions for Mult...

Artificial Intelligence
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librarian
29 views
An Agentic AI Framework to Accelerate Scientific Discovery in Plant Phenotyping

An Agentic AI Framework to Accelerate Scientif...

Artificial Intelligence
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Renan Souza
24 views
RAISE: LLM-based Automated Heuristic Design with Robust Adversary Instance Search

RAISE: LLM-based Automated Heuristic Design wi...

Artificial Intelligence
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librarian
33 views
TreeAgent: A Generalizable Multi-Agent Framework for Automated Bias Labeling in Forestry via Compiled Expert Rules and Vision-Language Models

TreeAgent: A Generalizable Multi-Agent Framewo...

Artificial Intelligence
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librarian
19 views
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