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Rosetta Memory: Adaptive Memory for Cross-LLM Agents

 🧠LLMs  Content type: Academic
arxiv.org·

TOKI: A Bitemporal Operator Algebra for Contradiction Resolution in LLM-Agent Persistent Memory

 🧠LLMs  Content type: Academic
arxiv.org·

Hierarchical Certified Semantic Commitment for Byzantine-Resilient LLM-Agent Collaboration

 🧠LLMs  Content type: Academic
arxiv.org·

ToolChoiceConfusion: Causal Minimal Tool Filtering for Reliable LLM Agents

 🧠LLMs  Content type: Academic
arxiv.org·

WebMCP Tool Surface Poisoning: Runtime Manipulation Attacks on LLM Agents

 Concurrency  Content type: Academic
arxiv.org·

POISE: Position-Aware Undetectable Skill Injection on LLM Agents

 🧠LLMs  Content type: Academic
arxiv.org·

Where Instruction Hierarchy Breaks: Diagnosing and Repairing Failures in Reasoning Language Models

 🧠LLMs  Content type: Academic
arxiv.org·

Retrospective Harness Optimization: Improving LLM Agents via Self-Preference over Trajectory Rollouts

 🧠LLMs  Content type: Academic
arxiv.org·

Data Agents Under Attack: Vulnerabilities in LLM-Driven Analytical Systems

 🧠LLMs  Content type: Academic
arxiv.org·

LatentSkill: From In-Context Textual Skills to In-Weight Latent Skills for LLM Agents

 🧠LLMs  Content type: Academic
arxiv.org·

(Auto)formalization is supposed to be easy: Trellis process semantics for spelling out rigorous proofs

 🧠LLMs  Content type: Academic
arxiv.org·

Benchmarking Open-Ended Multi-Agent Coordination in Language Agents

 🧠LLMs  Content type: Academic
arxiv.org·

Token Budgets: An Empirical Catalog of 63 LLM-Agent Budget-Overrun Incidents, with an Affine-Typed Rust Mitigation as a Case Study

 🦀Rust  Content type: Academic
arxiv.org·

Collective Hallucination in Multi-Agent LLMs:Modeling and Defense

 🧠LLMs  Content type: Academic
arxiv.org·

Harnessing Generalist Agents for Contextualized Time Series

 🧠LLMs  Content type: Academic
arxiv.org·

Semantic Quorum Assurance: Collective Certification for Non-Deterministic AI Infrastructure

 🤖AI Coding Tools  Content type: Academic
arxiv.org·

SMAC-Talk: A Natural Language Extension of the StarCraft Multi-Agent Challenge for Large Language Models

 🧠LLMs  Content type: Academic
arxiv.org·

SCALE: Scalable Cross-Attention Learning with Extrapolation for Agentic Workflow Scheduling

 🧠LLMs  Content type: Academic
arxiv.org·

Contract2Tool: Learning Preconditions and Effects for Reliable Tool-Augmented LLM Agents

 🤖AI Coding Tools  Content type: Academic
arxiv.org·

From Agent Traces to Trust: Evidence Tracing and Execution Provenance in LLM Agents

 🧠LLMs  Content type: Academic
arxiv.org·

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