…Evaluating Undesirable Dynamics in AI (2026) Do LLMs Use Cultural Knowledge Without Being Told? A Multilingual Evaluation of Implicit Pragmatic Adaptation (2026) GroupMemBench: Benchmarking LLM Agent Memory in Multi-Party Conversations (2026…
…Generated by Qwen/Qwen2.5-Coder-32B-Instruct Autonomous AI research agents aim to accelerate scientific discovery by automating the research pipeline, from hypothesis generation to peer review . However, existing benchmarks rarely…
…A Latent Action Representation Yielding Benchmark for Generalizable Vision-to-Action Alignment (2026) OmniWeaving: Towards Unified Video Generation with Free-form Composition and Reasoning (2026) A Skill-augmented Agentic Framework and Benchmark…
…AI-generated summary Long-term agent memory is increasingly multimodal, yet existing evaluations rarely test whether agents preserve the visual evidence needed for later reasoning. In prior work, many visually grounded questions…
…The following papers were recommended by the Semantic Scholar API A Trace-Based Assurance Framework for Agentic AI Orchestration: Contracts, Testing, and Governance (2026) CUJBench: Benchmarking LLM-Agent on Cross-Modal Failure…
…A Benchmark for Executable Causal Mechanism Induction from Interventions (2026) NoisyCausal: A Benchmark for Evaluating Causal Reasoning Under Structured Noise (2026) Push Your Agent: Measuring and Enforcing Quantitative Goal Persistence in Long…
Papers arxiv:2607.15434 Coercion and Deception in AI-to-AI Management: An Agentic Benchmark of Unprompted Escalation Published on Jul 20 Submitted by Jasmine Brazilek on Jul 21 Compassion aligned machine…
…Agent / AI Agent – avoid; use the specific term (CLI, Definition, or Instance) depending on what you mean; not to forget that “Agent” can also mean the CI pipeline agent or a human…
…labor-intensive parts of modern AI development: practitioners iteratively propose, implement, evaluate, and revise data policies against noisy benchmark feedback. We ask whether generalist coding agents can automate this data-curation loop…
…Adaptive Reasoning Effort Selection for Efficient LLM Agents (2026) Adaptive Vision-Language Model Routing for Computer Use Agents (2026) Anticipatory Planning for Multimodal AI Agents (2026) AgentHazard: A Benchmark for Evaluating Harmful…