1
上线首月吸引 10 万开发者，AnySearch 为 Agent 解锁网页之外的世界
为AI Agent 解锁专业领域多维数据，高效减少调用次数与上下文消耗，贴合 Agent 工作流的信息获取基础设施。
专为 Agent 设计的 AI 搜索层服务
2
SPM-Bench: Benchmarking Large Language Models for Scanning Probe Microscopy
原创博士级科学基准，专测LLM在扫描探针显微镜领域的专业能力。
arXiv:2602.22971v2 Announce Type: replace Abstract: As LLMs achieved breakthroughs in general reasoning, their proficiency in specialized scientific d…
3
ProfBench: Multi-Domain Rubrics requiring Professional Knowledge to Answer and Judge
专为专业领域设计的评估基准，多域知识、高难度问答，考验大模型真实能力
arXiv:2510.18941v2 Announce Type: replace-cross Abstract: Evaluating progress in large language models (LLMs) is often constrained by the challenge of…
4
Capability Conditioned Scaffolding for Professional Human LLM Collaboration
大型语言模型个性化新方案：Capability Conditioned Scaffolding，解决专业领域依赖AI推理导致的能力漂移风险。
arXiv:2605.15404v1 Announce Type: new Abstract: Large language model personalization typically adapts outputs to user preferences and style but does n…