…A verifier agent serves as the harness's acceptance function, enforcing factual grounding, citation fidelity, and cross-modal consistency throughout the workflow. We further introduce PtahEval, an evaluation protocol that augments existing…
…https://patre.wangqiyao.me/ This is an automated message from the Librarian Bot . I found the following papers similar to this paper. The following papers were recommended by the Semantic Scholar API…
…This is an automated message from the Librarian Bot . I found the following papers similar to this paper. The following papers were recommended by the Semantic Scholar API DeepResearch-9K: A Challenging…
…This is an automated message from the Librarian Bot . I found the following papers similar to this paper. The following papers were recommended by the Semantic Scholar API Crazyflow: An Accurate, GPU…
…At Automatio.ai , we're working on integrating similar autonomous web agents to streamline data extraction and web automation, letting users build powerful scrapers without coding. The challenge is making sure these…
…This is an automated message from the Librarian Bot . I found the following papers similar to this paper. The following papers were recommended by the Semantic Scholar API AgentKernelArena: Generalization-Aware Benchmarking…
…Domain-specific pre-deployment audit may provide a practical foundation for governing medical research agent skills , complementing general-purpose quality checks with structured audit workflows tailored to scientific use cases. View arXiv…
…We introduce AcademiClaw, a bilingual benchmark of 80 complex, long-horizon tasks sourced directly from university students' real academic workflows -- homework, research projects, competitions, and personal projects -- that they found current AI…
…Evaluating Proactive Personal Assistant Agents in Long-Horizon Workflows (2026) Latent Preference Modeling for Cross-Session Personalized Tool Calling (2026) KnowU-Bench: Towards Interactive, Proactive, and Personalized Mobile Agent Evaluation (2026) Remember…
…Coding agents, tool-use systems, planning workflows, and long-context applications all require models to maintain constraints, variables, commitments, and intermediate states over time. The procedural breakdown in these cases are not…