…the Testers? Systematic Enumeration and Coverage Audit of LLM Agent Tool Call Safety (2026) Emergent Strategic Reasoning Risks in AI: A Taxonomy-Driven Evaluation Framework (2026) CritBench: A Framework for Evaluating Cybersecurity…
…Each new task domain requires painstaking, expert-driven harness engineering: designing the prompts, tools, orchestration logic, and evaluation criteria that make a foundation model effective. We present a two-level framework that…
…AI-generated summary While self-supervised pretraining has reduced vision systems' reliance on synthetic data, simulation remains an indispensable tool for closed-loop optimization and rigorous out-of-distribution (OOD) evaluation. However…
…Scalable Real-World Software Engineering Tasks for Agents (2026) A Subgoal-driven Framework for Improving Long-Horizon LLM Agents (2026) PASK: Toward Intent-Aware Proactive Agents with Long-Term Memory (2026) Toward…
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