AI Agents

autonomous agents, agentic AI, LLM agents, tool use, multi-agent

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Self-Commitment Latency: A Reward-Free Probe for Prompted Implicit Hacking

馃TransformersContent type: Academic
arxiv.org

VATS: Exploiting Implicit Authority in Error-Path Injection via Systematic Mutation

馃幆Fine-tuningContent type: Academic
arxiv.org

PreAct-Bench: Benchmarking Predictive Monitoring in LLMs

馃LLMsContent type: Academic
arxiv.org

Think Fast: Estimating No-CoT Task-Completion Time Horizons of Frontier AI Models

馃LLMsContent type: Academic
arxiv.org

Benchmarking Open-Ended Multi-Agent Coordination in Language Agents

馃LLMContent type: Academic
arxiv.org

Sample-Efficient LLM-Based Detection of Malicious Web Server Logs with Forensically Explainable Reasoning

馃LLMContent type: Academic
arxiv.org

Moonshine: An Autonomous Mathematical Research Agent Centered on Conjecture Generation

馃LLM InferenceContent type: Academic
arxiv.org

Dropout-GRPO: Variational Stochasticity for Continuous Latent Reasoning

馃幃Reinforcement LearningContent type: Academic
arxiv.org

RAILS: Verification-Native Clearing For Agentic Commerce

馃LLMsContent type: Academic
arxiv.org

ReasonAlloc: Hierarchical Decoding-Time KV Cache Budget Allocation for Reasoning Models

馃LLM InferenceContent type: Academic
arxiv.org

Optical Reasoning: Rethinking Images as an Expressive Reasoning Medium Beyond Text

馃ЗCognitive ScienceContent type: Academic
arxiv.org

Self-Paced Curriculum Reinforcement Learning for Autonomous Superbike Racing in Simulation

馃幃Reinforcement LearningContent type: Academic
arxiv.org

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